A machine learning approach identifies distinct early-symptom cluster phenotypes which correlate with hospitalization, failure to return to activities, and prolonged COVID-19 symptoms.
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| Title: | A machine learning approach identifies distinct early-symptom cluster phenotypes which correlate with hospitalization, failure to return to activities, and prolonged COVID-19 symptoms. |
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| Authors: | Epsi NJ; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America., Powers JH; Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, Maryland, United States of America., Lindholm DA; Molecular Biology Laboratory, Brooke Army Medical Center, San Antonio, Texas, United States of America.; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America., Mende K; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Molecular Biology Laboratory, Brooke Army Medical Center, San Antonio, Texas, United States of America., Malloy A; Department of Pediatrics, Walter Reed National Military Medical Center, Bethesda, Maryland, United States of America., Ganesan A; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Infectious Disease Clinic, Walter Reed National Military Medical Center, Bethesda, Maryland, United States of America., Huprikar N; Infectious Disease Clinic, Walter Reed National Military Medical Center, Bethesda, Maryland, United States of America., Lalani T; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Infectious Disease Clinical Research Program, Naval Medical Center Portsmouth, Portsmouth, Virginia, United States of America., Smith A; Infectious Disease Clinical Research Program, Naval Medical Center Portsmouth, Portsmouth, Virginia, United States of America., Mody RM; Infectious Disease Clinic, William Beaumont Army Medical Center, El Paso, Texas, United States of America., Jones MU; Pediatric Infectious Diseases, Tripler Army Medical Center, Honolulu, Hawaii, United States of America., Bazan SE; Family Nurse Practitioner and Women's Health Nurse Practitioner Program, Carl R. Darnall Army Medical Center, Fort Hood, Texas, United States of America., Colombo RE; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Infectious Disease Clinic, Madigan Army Medical Center, Tacoma, Washington, United States of America., Colombo CJ; Infectious Disease Clinic, Madigan Army Medical Center, Tacoma, Washington, United States of America., Ewers EC; Internal Medicine, Fort Belvoir Community Hospital, Fort Belvoir, Virginia, United States of America., Larson DT; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Internal Medicine, Fort Belvoir Community Hospital, Fort Belvoir, Virginia, United States of America.; Infectious Disease Clinic, Naval Medical Center San Diego, San Diego, California, United States of America., Berjohn CM; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Infectious Disease Clinic, Naval Medical Center San Diego, San Diego, California, United States of America., Maldonado CJ; Department of Research and Clinical Investigation, Womack Army Medical Center, Fort Bragg, North Carolina, United States of America., Blair PW; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Department of Pathology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America., Chenoweth J; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America., Saunders DL; Translational Medicine Unit, Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America., Livezey J; Translational Medicine Unit, Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America., Maves RC; Infectious Diseases and Critical Care Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, United States of America., Sanchez Edwards M; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America., Rozman JS; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America., Simons MP; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America., Tribble DR; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America., Agan BK; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America., Burgess TH; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America., Pollett SD; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America. |
| Corporate Authors: | EPICC COVID-19 Cohort Study Group |
| Source: | PloS one [PLoS One] 2023 Feb 09; Vol. 18 (2), pp. e0281272. Date of Electronic Publication: 2023 Feb 09 (Print Publication: 2023). |
| Publication Type: | Journal Article; Research Support, U.S. Gov't, Non-P.H.S.; Research Support, N.I.H., Extramural |
| Journal Info: | Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 36757946 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A machine learning approach identifies distinct early-symptom cluster phenotypes which correlate with hospitalization, failure to return to activities, and prolonged COVID-19 symptoms. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Epsi+NJ%22">Epsi NJ</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Powers+JH%22">Powers JH</searchLink>; Clinical Research Directorate, Frederick National Laboratory for Cancer Research, Frederick, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Lindholm+DA%22">Lindholm DA</searchLink>; Molecular Biology Laboratory, Brooke Army Medical Center, San Antonio, Texas, United States of America.; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Mende+K%22">Mende K</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Molecular Biology Laboratory, Brooke Army Medical Center, San Antonio, Texas, United States of America.<br /><searchLink fieldCode="AU" term="%22Malloy+A%22">Malloy A</searchLink>; Department of Pediatrics, Walter Reed National Military Medical Center, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Ganesan+A%22">Ganesan A</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Infectious Disease Clinic, Walter Reed National Military Medical Center, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Huprikar+N%22">Huprikar N</searchLink>; Infectious Disease Clinic, Walter Reed National Military Medical Center, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Lalani+T%22">Lalani T</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Infectious Disease Clinical Research Program, Naval Medical Center Portsmouth, Portsmouth, Virginia, United States of America.<br /><searchLink fieldCode="AU" term="%22Smith+A%22">Smith A</searchLink>; Infectious Disease Clinical Research Program, Naval Medical Center Portsmouth, Portsmouth, Virginia, United States of America.<br /><searchLink fieldCode="AU" term="%22Mody+RM%22">Mody RM</searchLink>; Infectious Disease Clinic, William Beaumont Army Medical Center, El Paso, Texas, United States of America.<br /><searchLink fieldCode="AU" term="%22Jones+MU%22">Jones MU</searchLink>; Pediatric Infectious Diseases, Tripler Army Medical Center, Honolulu, Hawaii, United States of America.<br /><searchLink fieldCode="AU" term="%22Bazan+SE%22">Bazan SE</searchLink>; Family Nurse Practitioner and Women's Health Nurse Practitioner Program, Carl R. Darnall Army Medical Center, Fort Hood, Texas, United States of America.<br /><searchLink fieldCode="AU" term="%22Colombo+RE%22">Colombo RE</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Infectious Disease Clinic, Madigan Army Medical Center, Tacoma, Washington, United States of America.<br /><searchLink fieldCode="AU" term="%22Colombo+CJ%22">Colombo CJ</searchLink>; Infectious Disease Clinic, Madigan Army Medical Center, Tacoma, Washington, United States of America.<br /><searchLink fieldCode="AU" term="%22Ewers+EC%22">Ewers EC</searchLink>; Internal Medicine, Fort Belvoir Community Hospital, Fort Belvoir, Virginia, United States of America.<br /><searchLink fieldCode="AU" term="%22Larson+DT%22">Larson DT</searchLink>; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Internal Medicine, Fort Belvoir Community Hospital, Fort Belvoir, Virginia, United States of America.; Infectious Disease Clinic, Naval Medical Center San Diego, San Diego, California, United States of America.<br /><searchLink fieldCode="AU" term="%22Berjohn+CM%22">Berjohn CM</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Infectious Disease Clinic, Naval Medical Center San Diego, San Diego, California, United States of America.<br /><searchLink fieldCode="AU" term="%22Maldonado+CJ%22">Maldonado CJ</searchLink>; Department of Research and Clinical Investigation, Womack Army Medical Center, Fort Bragg, North Carolina, United States of America.<br /><searchLink fieldCode="AU" term="%22Blair+PW%22">Blair PW</searchLink>; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.; Department of Pathology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Chenoweth+J%22">Chenoweth J</searchLink>; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Saunders+DL%22">Saunders DL</searchLink>; Translational Medicine Unit, Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Livezey+J%22">Livezey J</searchLink>; Translational Medicine Unit, Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Maves+RC%22">Maves RC</searchLink>; Infectious Diseases and Critical Care Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, United States of America.<br /><searchLink fieldCode="AU" term="%22Sanchez+Edwards+M%22">Sanchez Edwards M</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Rozman+JS%22">Rozman JS</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Simons+MP%22">Simons MP</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Tribble+DR%22">Tribble DR</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Agan+BK%22">Agan BK</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Burgess+TH%22">Burgess TH</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.<br /><searchLink fieldCode="AU" term="%22Pollett+SD%22">Pollett SD</searchLink>; Infectious Disease Clinical Research Program, Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, Maryland, United States of America.; Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, Maryland, United States of America. – Name: AuthorCorporate Label: Corporate Authors Group: Au Data: <searchLink fieldCode="CA" term="%22EPICC+COVID-19+Cohort+Study+Group%22">EPICC COVID-19 Cohort Study Group</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2023 Feb 09; Vol. 18 (2), pp. e0281272. <i>Date of Electronic Publication: </i>2023 Feb 09 (<i>Print Publication: </i>2023). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, U.S. Gov't, Non-P.H.S.; Research Support, N.I.H., Extramural – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Public+Library+of+Science%22">Public Library of Science </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101285081 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1932-6203 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219326203%22">19326203 </searchLink><i>NLM ISO Abbreviation: </i>PLoS One <i>Subsets: </i>MEDLINE |
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