Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification

no code implementations • 2 Jul 2023 • Meng Zhou, Amoon Jamzad, Jason Izard, Alexandre Menard, Robert Siemens, Parvin Mousavi

In this work, we present a novel approach for unpaired image-to-image translation of prostate multi-parametric MRIs and an uncertainty-aware training approach for classifying clinically significant PCa, to be applied in data-constrained settings such as local and small clinics.

Cancer Classification Deep Learning +1