Publications

Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge. Nat Med, 2022.
Automated Gleason Grading of Prostate Biopsies Using Deep Learning. United States and Canadian Academy of Pathology (USCAP) 108th Annual Meeting, 2019.
Automatic color unmixing of IHC stained whole slide images. in: Medical Imaging, volume 10581 of the Proceedings of the SPIE, 2018.
A pattern recognition approach to zonal segmentation of the prostate on MRI. in: Med Image Comput Comput Assist Interv, volume 7511 of the Lect Notes Comput Sci, 2012.
A multi-atlas approach for prostate segmentation in MRI. in: MICCAI Workshop: Prostate Cancer Imaging: The PROMISE12 Prostate Segmentation Challenge, 2012.
Required accuracy of MR-US registration for prostate biopsies. in: Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, volume 6963 of the Lect Notes Comput Sci, 2011.
Computer aided detection of prostate cancer using T2W, DWI and DCE-MRI: methods and clinical applications. in: MICCAI Workshop: Prostate Cancer Imaging: Computer Aided Diagnosis, Prognosis, and Intervention, 2010.