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Recommendations for Performance Evaluation of Machine Learning in Pathology: A Concept Paper From the College of American Pathologists.
Hanna, Matthew G; Olson, Niels H; Zarella, Mark; Dash, Rajesh C; Herrmann, Markus D; Furtado, Larissa V; Stram, Michelle N; Raciti, Patricia M; Hassell, Lewis; Mays, Alex; Pantanowitz, Liron; Sirintrapun, Joseph S; Krishnamurthy, Savitri; Parwani, Anil; Lujan, Giovanni; Evans, Andrew; Glassy, Eric F; Bui, Marilyn M; Singh, Rajendra; Souers, Rhona J; de Baca, Monica E; Seheult, Jansen N.
Afiliação
  • Hanna MG; From the Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York (Hanna, Sirintrapun).
  • Olson NH; The Defense Innovation Unit, Mountain View, California (Olson).
  • Zarella M; The Department of Pathology, Uniformed Services University, Bethesda, Maryland (Olson).
  • Dash RC; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota (Zarella, Seheult).
  • Herrmann MD; Department of Pathology, Duke University Health System, Durham, North Carolina (Dash).
  • Furtado LV; Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston (Herrmann).
  • Stram MN; Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee (Furtado).
  • Raciti PM; The Department of Forensic Medicine, New York University, and Office of Chief Medical Examiner, New York (Stram).
  • Hassell L; Paige.AI, New York, New York (Raciti).
  • Mays A; Department of Pathology, Oklahoma University Health Sciences Center, Oklahoma City (Hassell).
  • Pantanowitz L; The MITRE Corporation, McLean, Virginia (Mays).
  • Sirintrapun JS; Department of Pathology & Clinical Labs, University of Michigan, Ann Arbor (Pantanowitz).
  • Krishnamurthy S; From the Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York (Hanna, Sirintrapun).
  • Parwani A; Department of Pathology, MD Anderson Cancer Center, Houston, Texas (Krishnamurthy).
  • Lujan G; Department of Pathology, The Ohio State University Wexner Medical Center, Columbus (Parwani, Lujan).
  • Evans A; Department of Pathology, The Ohio State University Wexner Medical Center, Columbus (Parwani, Lujan).
  • Glassy EF; Laboratory Medicine, Mackenzie Health, Toronto, Ontario, Canada (Evans).
  • Bui MM; Affiliated Pathologists Medical Group, Rancho Dominguez, California (Glassy).
  • Singh R; Departments of Pathology and Machine Learning, Moffitt Cancer Center, Tampa, Florida (Bui).
  • Souers RJ; Department of Dermatopathology, Summit Health, Summit Woodland Park, New Jersey (Singh).
  • de Baca ME; Department of Biostatistics, College of American Pathologists, Northfield, Illinois (Souers).
  • Seheult JN; Pacific Pathology Partners, Seattle, Washington (de Baca).
Arch Pathol Lab Med ; 2023 Dec 02.
Article em En | MEDLINE | ID: mdl-38041522
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
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PubMed Links
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article