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Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations.
Marini N, Marchesin S, Otálora S, Wodzinski M, Caputo A, van Rijthoven M, Aswolinskiy W, Bokhorst JM, Podareanu D, Petters E, Boytcheva S, Buttafuoco G, Vatrano S, Fraggetta F, van der Laak J, Agosti M, Ciompi F, Silvello G, Muller H, Atzori M. Marini N, et al. Among authors: van rijthoven m. NPJ Digit Med. 2022 Jul 22;5(1):102. doi: 10.1038/s41746-022-00635-4. NPJ Digit Med. 2022. PMID: 35869179 Free PMC article.
Learning to detect lymphocytes in immunohistochemistry with deep learning.
Swiderska-Chadaj Z, Pinckaers H, van Rijthoven M, Balkenhol M, Melnikova M, Geessink O, Manson Q, Sherman M, Polonia A, Parry J, Abubakar M, Litjens G, van der Laak J, Ciompi F. Swiderska-Chadaj Z, et al. Among authors: van rijthoven m. Med Image Anal. 2019 Dec;58:101547. doi: 10.1016/j.media.2019.101547. Epub 2019 Aug 21. Med Image Anal. 2019. PMID: 31476576