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Deep Learning Based on Standard H&E Images of Primary Melanoma Tumors Identifies Patients at Risk for Visceral Recurrence and Death.
Kulkarni, Prathamesh M; Robinson, Eric J; Sarin Pradhan, Jaya; Gartrell-Corrado, Robyn D; Rohr, Bethany R; Trager, Megan H; Geskin, Larisa J; Kluger, Harriet M; Wong, Pok Fai; Acs, Balazs; Rizk, Emanuelle M; Yang, Chen; Mondal, Manas; Moore, Michael R; Osman, Iman; Phelps, Robert; Horst, Basil A; Chen, Zhe S; Ferringer, Tammie; Rimm, David L; Wang, Jing; Saenger, Yvonne M.
Affiliation
  • Kulkarni PM; Department of Psychiatry, School of Medicine, NYU School of Medicine, New York, New York.
  • Robinson EJ; Department of Anesthesiology, Perioperative Care and Pain Medicine, NYU School of Medicine, New York, New York.
  • Sarin Pradhan J; Department of Medicine, Columbia University Irving Medical Center, New York, New York.
  • Gartrell-Corrado RD; Department of Pediatrics, Columbia University Irving Medical Center, New York, New York.
  • Rohr BR; Department of Pathology, Geisinger Health System, Danville, Pennsylvania.
  • Trager MH; Vagelos College of Physicians and Surgeons, Columbia University, New York, New York.
  • Geskin LJ; Department of Dermatology, Columbia University Irving Medical Center, New York, New York.
  • Kluger HM; Department of Medicine, Yale School of Medicine, New Haven, Connecticut.
  • Wong PF; Department of Pathology, Yale School of Medicine, New Haven, Connecticut.
  • Acs B; Department of Pathology, Yale School of Medicine, New Haven, Connecticut.
  • Rizk EM; Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden.
  • Yang C; Department of Medicine, Columbia University Irving Medical Center, New York, New York.
  • Mondal M; Department of Medicine, Jiaotong University School of Medicine, Shanghai, China.
  • Moore MR; Department of Medicine, Columbia University Irving Medical Center, New York, New York.
  • Osman I; Department of Medicine, Columbia University Irving Medical Center, New York, New York.
  • Phelps R; Departments of Dermatology, Medicine, and Urology, NYU School of Medicine, New York, New York.
  • Horst BA; Departments of Pathology and Dermatology, Icahn School of Medicine at Mount Sinai, New York, New York.
  • Chen ZS; Department of Pathology, University of British Columbia, Vancouver, Canada.
  • Ferringer T; Department of Psychiatry, School of Medicine, NYU School of Medicine, New York, New York.
  • Rimm DL; Department of Neuroscience and Physiology, NYU School of Medicine, New York, New York.
  • Wang J; Department of Pediatrics, Columbia University Irving Medical Center, New York, New York.
  • Saenger YM; Department of Dermatology, Columbia University Irving Medical Center, New York, New York.
Clin Cancer Res ; 26(5): 1126-1134, 2020 03 01.
Article in En | MEDLINE | ID: mdl-31636101
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Staining and Labeling / Image Processing, Computer-Assisted / Deep Learning / Melanoma / Neoplasm Recurrence, Local Type of study: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: Clin Cancer Res Journal subject: NEOPLASIAS Year: 2020 Document type: Article Country of publication:
Fulltext
Add to My VHL
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Staining and Labeling / Image Processing, Computer-Assisted / Deep Learning / Melanoma / Neoplasm Recurrence, Local Type of study: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: Clin Cancer Res Journal subject: NEOPLASIAS Year: 2020 Document type: Article Country of publication: