Ryoma Bise

Adaptive Weighting Multi-Field-Of-View CNN for Semantic Segmentation in Pathology

2019

Automated digital histopathology image segmentation is an important task to help pathologists diagnose tumors and cancer subtypes. For pathological diagnosis of cancer subtypes, pathologists usually change the magnification of whole-slide images (WSI) viewers. A key …

Learning From Label Proportion with Online Pseudo-Label Decision by Regret Minimization

2023

This paper proposes a novel and efficient method for Learning from Label Proportions (LLP), whose goal is to train a classifier only by using the class label proportions of instance sets, called bags. We propose …