From pathology image to biological discovery: LazySlide uses foundation models to connect tissue images and RNA data

Microscopic images of human tissue are a cornerstone of biomedical research and clinical diagnostics. Yet despite their importance, these images often remain difficult to analyze systematically and to ...
IEEE

Imbalanced Multiclassification Challenges in Whole Slide Image: Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning With Dynamic Rebalancing

Abstract: The multi-classification of histopathological images under imbalanced sample conditions remains a long-standing unresolved challenge in computational pathology. In this paper, we propose for ...
GitHub

DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification (ECCV 2024)

Aug 16, 2024: We will release the extracted features later and gradually improve this code repository ! June 17, 2024: Congratulations ! Paper has been accepted by ECCV 2024 ! Abstract. Multiple ...
GitHub

Octoframes/jupyter_compare_view

Blend between multiple images using a cell magic in JupyterLab using compare_view. This project was called jupyter-splitview before. --config '{"start_mode": "horizontal"}' will init the compare-view ...