ChampKit: A framework for rapid evaluation of deep neural networks for patch-based histopathology classification.

Kaczmarzyk, Jakub R; Gupta, Rajarsi; Kurc, Tahsin M; Abousamra, Shahira; Saltz, Joel H; Koo, Peter K

Kaczmarzyk, Jakub R; Gupta, Rajarsi; Kurc, Tahsin M; Abousamra, Shahira; Saltz, Joel H; Koo, Peter K.

Afiliación

Kaczmarzyk JR; Department of Biomedical Informatics, Stony Brook Medicine, 101 Nicolls Rd, Stony Brook, 11794, NY, USA; Simons Center for Quantitative Biology, 1 Bungtown Rd, Cold Spring Harbor, 11724, NY, USA. Electronic address: jakub.kaczmarzyk@stonybrookmedicine.edu.
Gupta R; Department of Biomedical Informatics, Stony Brook Medicine, 101 Nicolls Rd, Stony Brook, 11794, NY, USA.
Kurc TM; Department of Biomedical Informatics, Stony Brook Medicine, 101 Nicolls Rd, Stony Brook, 11794, NY, USA.
Abousamra S; Department of Computer Science, Stony Brook University, Stony Brook, NY, USA.
Saltz JH; Department of Biomedical Informatics, Stony Brook Medicine, 101 Nicolls Rd, Stony Brook, 11794, NY, USA. Electronic address: joel.saltz@stonybrookmedicine.edu.
Koo PK; Simons Center for Quantitative Biology, 1 Bungtown Rd, Cold Spring Harbor, 11724, NY, USA. Electronic address: koo@cshl.edu.

Comput Methods Programs Biomed ; 239: 107631, 2023 Sep.

Article en En | MEDLINE | ID: mdl-37271050

Asunto(s)

Neoplasias; Redes Neurales de la Computación; Humanos; Algoritmos; Programas Informáticos; Técnicas Histológicas

Palabras clave

Benchmarks; Classification; Computational pathology; Deep learning; Histopathology

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google

Texto completo: 1 Colección: 01-internacional Asunto principal: Redes Neurales de la Computación / Neoplasias Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Comput Methods Programs Biomed Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar en Google