Hiroshi Yamamoto's Projects
A fusion model that combines Graph Neural Networks (GNNs) and Convolutional Neural Networks (CNNs) for histology image classification. It mines both morphological textures and spatial information from Gigapixel medical images for more comprehensive representation in downstream oncology tasks.
Semantic image segmentation services now owned by Cosmosec
This open-source project contains the source code for the paper titled 'Colour Adaptive Generative Networks for Stain Normalisation of Histopathology Images' as published in 'Medical Image Analysis' in 2022.
An optimized solution for pick and place operations using deep learning algorithms GPD and YOLO on the Aubo Robotic Arm.
This project is a deep learning research efforts on predicting COVID-19 case numbers for the upcoming n-days using stateful LSTM.
An innovative project for the Detection and Reconstruction of Transparent Objects using Infrared Projection-based RGB-D Cameras.