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🏡 GitHub Pages template for personal academic homepage
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Self-supervised representation learning combining GTEx histology, RNA-seq and WGS
Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data
Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PLIP is a large-scale pre-trained model that can be used to ex…
Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021
Toolkit for WSI preprocess, such as resample & zoom, mask, roi selection ect.
This is an official implementation for "Self-Supervised Learning with Swin Transformers".
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
A collection of resources on applications of Transformers in Medical Imaging.
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
deep learning for image processing including classification and object-detection etc.