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Development and evaluation of deep learning-based segmentation of histologic structures in the kidney cortex with multiple histologic stains.
Jayapandian, Catherine P; Chen, Yijiang; Janowczyk, Andrew R; Palmer, Matthew B; Cassol, Clarissa A; Sekulic, Miroslav; Hodgin, Jeffrey B; Zee, Jarcy; Hewitt, Stephen M; O'Toole, John; Toro, Paula; Sedor, John R; Barisoni, Laura; Madabhushi, Anant.
Afiliación
  • Jayapandian CP; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA. Electronic address: cpj3@case.edu.
  • Chen Y; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA.
  • Janowczyk AR; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA; Precision Oncology Center, Lausanne University Hospital, Vaud, Switzerland.
  • Palmer MB; Department of Pathology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Cassol CA; Department of Pathology, Ohio State University, Columbus, Ohio, USA.
  • Sekulic M; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA; Department of Pathology, University Hospitals of Cleveland, Cleveland, Ohio, USA.
  • Hodgin JB; Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA.
  • Zee J; Department of Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Hewitt SM; Laboratory of Pathology, National Institutes of Health, National Cancer Institute, Bethesda, Maryland, USA.
  • O'Toole J; Lerner Research and Glickman Urology and Kidney Institutes, Cleveland Clinic, Cleveland, Ohio, USA.
  • Toro P; Department of Pathology, Universidad Nacional de Colombia, Bogotá, Colombia.
  • Sedor JR; Lerner Research and Glickman Urology and Kidney Institutes, Cleveland Clinic, Cleveland, Ohio, USA; Department of Physiology and Biophysics, Case Western Reserve University, Cleveland, Ohio, USA.
  • Barisoni L; Department of Pathology and Medicine, Division of Nephrology, Duke University, Durham, North Carolina, USA.
  • Madabhushi A; Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA; Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio, USA.
Kidney Int ; 99(1): 86-101, 2021 01.
Article en En | MEDLINE | ID: mdl-32835732
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Aprendizaje Profundo Tipo de estudio: Prognostic_studies Idioma: En Revista: Kidney Int Año: 2021 Tipo del documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar en Google

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Aprendizaje Profundo Tipo de estudio: Prognostic_studies Idioma: En Revista: Kidney Int Año: 2021 Tipo del documento: Article