View in EDS

Current State of Artificial Intelligence Adoption and Implementation in Neuroradiology Departments: Insights from a U.S. National Survey.

Saved in:
Bibliographic Details
Title: Current State of Artificial Intelligence Adoption and Implementation in Neuroradiology Departments: Insights from a U.S. National Survey.
Authors: Wintermark M; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research. max.wintermark@gmail.com., Allen JW; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Bhala R; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Derdeyn C; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Gupta A; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Hess CP; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Hoxworth JM; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Huisman T; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Jayaraman MV; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Malhotra A; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., McKinney AM; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Mossa-Basha M; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Policeni B; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Poussaint TY; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Saindane A; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Vagal A; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research., Whitlow C; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.
Source: AJNR. American journal of neuroradiology [AJNR Am J Neuroradiol] 2026 Mar 06. Date of Electronic Publication: 2026 Mar 06.
Publication Type: Journal Article
Journal Info: Publisher: American Society of Neuroradiology Country of Publication: United States NLM ID: 8003708 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1936-959X (Electronic) Linking ISSN: 01956108 NLM ISO Abbreviation: AJNR Am J Neuroradiol Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41791836
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Current State of Artificial Intelligence Adoption and Implementation in Neuroradiology Departments: Insights from a U.S. National Survey.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Wintermark+M%22">Wintermark M</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research. max.wintermark@gmail.com.<br /><searchLink fieldCode="AU" term="%22Allen+JW%22">Allen JW</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Bhala+R%22">Bhala R</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Derdeyn+C%22">Derdeyn C</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Gupta+A%22">Gupta A</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Hess+CP%22">Hess CP</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Hoxworth+JM%22">Hoxworth JM</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Huisman+T%22">Huisman T</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Jayaraman+MV%22">Jayaraman MV</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Malhotra+A%22">Malhotra A</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22McKinney+AM%22">McKinney AM</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Mossa-Basha+M%22">Mossa-Basha M</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Policeni+B%22">Policeni B</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Poussaint+TY%22">Poussaint TY</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Saindane+A%22">Saindane A</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Vagal+A%22">Vagal A</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.<br /><searchLink fieldCode="AU" term="%22Whitlow+C%22">Whitlow C</searchLink>; From the Department of Neuroradiology (M.W.), The University of MD Anderson Center, Houston, TX; Department of Radiology and Imaging Sciences (J.W.A.), Indiana University School of Medicine, Indianapolis, IN; American Society of Neuroradiology (R.B.), Oak Brook, IL; Department of Radiology (C.D.), University of Virginia, Charlottesville, VA; Department of Radiology (A.G.), Columbia University Vagelos College of Physicians & Surgeons, New York, NY; Professor and Chair, Department of Radiology (C.P.H.), University of California San Francisco, San Francisco, CA; Professor of Radiology, Mayo Clinic College of Medicine & Science; Chair, Department of Radiology (J.M.H.), Mayo Clinic, Phoenix, AZ; Edward B. Singleton endowed Chair of Radiology (T.H.), Texas' Children's, Houston, TX; Professor and Chair of Radiology (M.V.J.), Warren Alpert School of Medicine at Brown University, Providence, RI; Department of Radiology and Biomedical Imaging (A.M., C.W.), Yale School of Medicine, New Haven CT; Shapiro Chair and Professor of Radiology (A.M.M.), University of Miami, Miller School of Medicine, Miami, FL; Department of Radiology (M.M.-B.), University of Alabama at Birmingham, Birmingham, AL; Kenneth L. and Gloria D. Krabbenhoft Chair and Professor of Radiology (B.P.), University of Iowa - Carver College of Medicine, Iowa City, IA; Radiologist-in-Chief and Lionel W. Young Chair in Radiology (T.Y.P.), Boston Children's Hospital; Professor of Radiology, Harvard Medical School; William P. Timmie Professor of Radiology (A.S.), Department of Radiology & Imaging Sciences, Emory University School of Medicine, Atlanta, GA; University of Cincinnati, Cincinnati (A.V.), OH and Professor and Chair of Radiology (C.W.), Radiologist-in-Chief of the Yale New Have Health System, Dorys McConnell Duberg Professor of Neuroscience, Assistant Dean for Translational Research.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%228003708%22">AJNR. American journal of neuroradiology</searchLink> [AJNR Am J Neuroradiol] 2026 Mar 06. <i>Date of Electronic Publication: </i>2026 Mar 06.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Society+of+Neuroradiology%22">American Society of Neuroradiology </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>8003708 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1936-959X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201956108%22">01956108 </searchLink><i>NLM ISO Abbreviation: </i>AJNR Am J Neuroradiol <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41791836
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3174/ajnr.A9279
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Current State of Artificial Intelligence Adoption and Implementation in Neuroradiology Departments: Insights from a U.S. National Survey.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Wintermark M
      – PersonEntity:
          Name:
            NameFull: Allen JW
      – PersonEntity:
          Name:
            NameFull: Bhala R
      – PersonEntity:
          Name:
            NameFull: Derdeyn C
      – PersonEntity:
          Name:
            NameFull: Gupta A
      – PersonEntity:
          Name:
            NameFull: Hess CP
      – PersonEntity:
          Name:
            NameFull: Hoxworth JM
      – PersonEntity:
          Name:
            NameFull: Huisman T
      – PersonEntity:
          Name:
            NameFull: Jayaraman MV
      – PersonEntity:
          Name:
            NameFull: Malhotra A
      – PersonEntity:
          Name:
            NameFull: McKinney AM
      – PersonEntity:
          Name:
            NameFull: Mossa-Basha M
      – PersonEntity:
          Name:
            NameFull: Policeni B
      – PersonEntity:
          Name:
            NameFull: Poussaint TY
      – PersonEntity:
          Name:
            NameFull: Saindane A
      – PersonEntity:
          Name:
            NameFull: Vagal A
      – PersonEntity:
          Name:
            NameFull: Whitlow C
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 06
              M: 03
              Text: 2026 Mar 06
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1936-959X
          Titles:
            – TitleFull: AJNR. American journal of neuroradiology
              Type: main
ResultId 1