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Deep learning systems detect dysplasia with human-like accuracy using histopathology and probe-based confocal laser endomicroscopy.
Guleria, Shan; Shah, Tilak U; Pulido, J Vincent; Fasullo, Matthew; Ehsan, Lubaina; Lippman, Robert; Sali, Rasoul; Mutha, Pritesh; Cheng, Lin; Brown, Donald E; Syed, Sana.
Affiliation
  • Guleria S; Rush University Medical Center, Chicago, IL, USA.
  • Shah TU; Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, VA, USA.
  • Pulido JV; Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, USA.
  • Fasullo M; Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA.
  • Ehsan L; Department of Systems & Information Engineering, University of Virginia, Charlottesville, VA, USA.
  • Lippman R; Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, VA, USA.
  • Sali R; Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, USA.
  • Mutha P; Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of Virginia School of Medicine, Charlottesville, VA, USA.
  • Cheng L; Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, VA, USA.
  • Brown DE; Department of Systems & Information Engineering, University of Virginia, Charlottesville, VA, USA.
  • Syed S; Hunter Holmes McGuire Veterans Affairs Medical Center, Richmond, VA, USA.
Sci Rep ; 11(1): 5086, 2021 03 03.
Article in En | MEDLINE | ID: mdl-33658592
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Barrett Esophagus / Esophageal Neoplasms / Data Accuracy / Deep Learning Type of study: Diagnostic_studies / Guideline / Observational_studies Limits: Aged / Female / Humans / Male / Middle aged Language: En Journal: Sci Rep Year: 2021 Document type: Article
Fulltext
Print
XML
PubMed Links
Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Barrett Esophagus / Esophageal Neoplasms / Data Accuracy / Deep Learning Type of study: Diagnostic_studies / Guideline / Observational_studies Limits: Aged / Female / Humans / Male / Middle aged Language: En Journal: Sci Rep Year: 2021 Document type: Article