1 code implementation • 4 May 2022 • Adalberto Claudio Quiros, Nicolas Coudray, Anna Yeaton, Xinyu Yang, Bojing Liu, Hortense Le, Luis Chiriboga, Afreen Karimkhan, Navneet Narula, David A. Moore, Christopher Y. Park, Harvey Pass, Andre L. Moreira, John Le Quesne, Aristotelis Tsirigos, Ke Yuan
Definitive cancer diagnosis and management depend upon the extraction of information from microscopy images by pathologists.
no code implementations • 18 Apr 2022 • Anna Yeaton, Rahul G. Krishnan, Rebecca Mieloszyk, David Alvarez-Melis, Grace Huynh
Scarcity of labeled histopathology data limits the applicability of deep learning methods to under-profiled cancer types and labels.
1 code implementation • 4 Aug 2021 • Adalberto Claudio Quiros, Nicolas Coudray, Anna Yeaton, Wisuwat Sunhem, Roderick Murray-Smith, Aristotelis Tsirigos, Ke Yuan
We present an adversarial learning model to extract feature representations of cancer tissue, without the need for manual annotations.