GitHub

Streamlit Image Comparison Component

A simple Streamlit Component to compare images with a slider in Streamlit apps using Knightlab's JuxtaposeJS. It accepts images in any format and makes it possible to set all parameters of the JS ...
C&EN

Deep Learning on Multimodal Chemical and Whole Slide Imaging Data for Predicting Prostate Cancer Directly from Tissue Images

Department of Neurosurgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts 02115, United States Department of Radiology, Brigham and Women’s Hospital, Harvard Medical ...
IEEE

Whole Slide Pathology Image Patch Based Deep Classification: An Investigation of the Effects of the Latent Autoencoder Representation and the Loss Function Form

Abstract: The analysis of whole-slide pathological images is a major area of deep learning applications in medicine. The automation of disease identification, prevention, diagnosis, and treatment ...
IEEE

TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware Subgraph Disentanglement

Abstract: Learning contextual features such as interactions among various biological entities is vital for whole slide images (WSI)-based cancer diagnosis and prognosis. Graph-based methods have ...