期刊论文详细信息
BMC Medical Imaging | |
Combining weakly and strongly supervised learning improves strong supervision in Gleason pattern classification | |
Niccolò Marini1  Sebastian Otálora1  Manfredo Atzori2  Henning Müller3  | |
[1] HES-SO Valais, Technopôle 3, 3960, Sierre, Switzerland;Computer Science Centre (CUI), University of Geneva, Route de Drize 7, Battelle A, Carouge, Switzerland;HES-SO Valais, Technopôle 3, 3960, Sierre, Switzerland;Department of Neuroscience, University of Padova, via Belzoni 160, 35121, Padova, Italy;HES-SO Valais, Technopôle 3, 3960, Sierre, Switzerland;Faculty of Medicine, University of Geneva, 1 rue Michel-Servet, 1211, Geneva, Switzerland; | |
关键词: Computational pathology; Weak supervision; Transfer learning; Prostate cancer; Deep learning; | |
DOI : 10.1186/s12880-021-00609-0 | |
来源: Springer | |