Yusuke Ogura

Case-based similar image retrieval for weakly annotated large histopathological images of malignant lymphoma using deep metric learning

2023 · Medical Image Analysis

In the present study, we propose a novel case-based similar image retrieval (SIR) method for hematoxylin and eosin (H&E) stained histopathological images of malignant lymphoma. When a whole slide image (WSI) is used as an …

Demonstration of quantum dot reservoir computing based on spatio-temporal optical processing

2024 · Applied Optics

A quantum dot network, which consists of coupled structures of randomly dispersed quantum dots, has been studied as a nano-scale optical reservoir for effective machine learning processing. In this study, we defined spatio-temporal fluorescence of …