Lucifer's repositories
Awesome-Notion
Utils of Notion
ChristmasTree
ChristmasTree x 3
CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
CrossViT
Official implementation of CrossViT. https://arxiv.org/abs/2103.14899
DSCA
Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis
dsmil-wsi
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
DTFD-MIL
伪包
HIA
Histopathology Image Analysis
HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
HistoFL
Federated Learning for Computational Pathology - Medical Image Analysis
HistoGAN
Code for "Generative Image Translation for Data Augmentation in Colorectal Histopathology Images" full paper at ML4H Workshop at NeurIPS 2019.
MCAT
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021
MOMA
MOMA
Patch-GCN
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
PathomicFusion
Fusing Histology and Genomics via Deep Learning - IEEE TMI
PMIL
Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images
PTree-Net
The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' (AAAI 2021).
SISH
Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering
Timm
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
tmi2022
A graph-transformer for whole slide image classification
TransMIL
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
varpool
Variance pooling to incorporate ITH in CPath models - MICCAI 2022