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Retraining Convolutional Neural Networks for Specialized Cardiovascular Imaging Tasks: Lessons from Tetralogy of Fallot.

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Title: Retraining Convolutional Neural Networks for Specialized Cardiovascular Imaging Tasks: Lessons from Tetralogy of Fallot.
Authors: Tandon A; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA. tandon.animesh@gmail.com.; Department of Radiology, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA. tandon.animesh@gmail.com.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA. tandon.animesh@gmail.com., Mohan N; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA., Jensen C; Circle Cardiovascular Imaging, Calgary, AB, Canada., Burkhardt BEU; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.; Pediatric Cardiology, Department of Surgery, Pediatric Heart Center, University Children's- Hospital Zurich, Zurich, Switzerland., Gooty V; Department of Pediatrics, LeBonheur Children's Hospital and University of Tennessee, Memphis, TN, USA., Castellanos DA; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA., McKenzie PL; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA., Zahr RA; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.; King Faisal Specialist Hospital and Research Centre, Jeddah, Saudi Arabia., Bhattaru A; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA., Abdulkarim M; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA., Amir-Khalili A; Circle Cardiovascular Imaging, Calgary, AB, Canada., Sojoudi A; Circle Cardiovascular Imaging, Calgary, AB, Canada., Rodriguez SM; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA., Dillenbeck J; Department of Radiology, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA., Greil GF; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Department of Radiology, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA., Hussain T; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Department of Radiology, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.
Source: Pediatric cardiology [Pediatr Cardiol] 2021 Mar; Vol. 42 (3), pp. 578-589. Date of Electronic Publication: 2021 Jan 04.
Publication Type: Journal Article
Journal Info: Publisher: Springer Verlag Country of Publication: United States NLM ID: 8003849 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1971 (Electronic) Linking ISSN: 01720643 NLM ISO Abbreviation: Pediatr Cardiol Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Tandon+A%22">Tandon A</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA. tandon.animesh@gmail.com.; Department of Radiology, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA. tandon.animesh@gmail.com.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA. tandon.animesh@gmail.com.<br /><searchLink fieldCode="AU" term="%22Mohan+N%22">Mohan N</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.<br /><searchLink fieldCode="AU" term="%22Jensen+C%22">Jensen C</searchLink>; Circle Cardiovascular Imaging, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Burkhardt+BEU%22">Burkhardt BEU</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.; Pediatric Cardiology, Department of Surgery, Pediatric Heart Center, University Children's- Hospital Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Gooty+V%22">Gooty V</searchLink>; Department of Pediatrics, LeBonheur Children's Hospital and University of Tennessee, Memphis, TN, USA.<br /><searchLink fieldCode="AU" term="%22Castellanos+DA%22">Castellanos DA</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22McKenzie+PL%22">McKenzie PL</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.<br /><searchLink fieldCode="AU" term="%22Zahr+RA%22">Zahr RA</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.; King Faisal Specialist Hospital and Research Centre, Jeddah, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Bhattaru+A%22">Bhattaru A</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Abdulkarim+M%22">Abdulkarim M</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Amir-Khalili+A%22">Amir-Khalili A</searchLink>; Circle Cardiovascular Imaging, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Sojoudi+A%22">Sojoudi A</searchLink>; Circle Cardiovascular Imaging, Calgary, AB, Canada.<br /><searchLink fieldCode="AU" term="%22Rodriguez+SM%22">Rodriguez SM</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.<br /><searchLink fieldCode="AU" term="%22Dillenbeck+J%22">Dillenbeck J</searchLink>; Department of Radiology, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.<br /><searchLink fieldCode="AU" term="%22Greil+GF%22">Greil GF</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Department of Radiology, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.<br /><searchLink fieldCode="AU" term="%22Hussain+T%22">Hussain T</searchLink>; Department of Pediatrics, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Department of Radiology, UT Southwestern Medical Center, 1935 Medical District Dr, Dallas, TX, 75235, USA.; Division of Cardiology, Children's Health Children's Medical Center Dallas, Dallas, TX, USA.
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  Data: <searchLink fieldCode="JN" term="%228003849%22">Pediatric cardiology</searchLink> [Pediatr Cardiol] 2021 Mar; Vol. 42 (3), pp. 578-589. <i>Date of Electronic Publication: </i>2021 Jan 04.
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