GengYunTien's Stars
MAGICS-LAB/SparseModernHopfield
[NeurIPS 2023] On Sparse Modern Hopfield Model
AIRMEC/im4MEC
Code for the im4MEC model described in the paper 'Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts'.
facebookresearch/moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
lucidrains/byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
slideflow/slideflow
Powerful, open-source AI tools for digital pathology.
jnkather/MSIfromHE
predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer
openslide/openslide-python
Python bindings to OpenSlide
manuel-munoz-aguirre/PyHIST
A pipeline to segment tissue from the background in histological images
mediaic/NTU_MS_Thesis
National Taiwan University Master's Thesis Template (Latex + Word)
jacobgil/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
YohnGuan/NAGCN
microsoft/Graphormer
Graphormer is a general-purpose deep learning backbone for molecular modeling.
peng-lab/HistoBistro
Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)
KostiukIvan/Multiple-instance-learning-with-graph-neural-networks
Multiple instance learning with graph neural networks.
lessw2020/Ranger-Deep-Learning-Optimizer
Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase
lucidrains/nystrom-attention
Implementation of Nyström Self-attention, from the paper Nyströmformer
miccaiif/DGMIL
Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification.
hustvl/MMIL-Transformer
MSKCC-Computational-Pathology/MIL-nature-medicine-2019
szc19990412/TransMIL
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
Xiyue-Wang/RetCCL
lucidrains/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
AMLab-Amsterdam/AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
PistonY/ResidualAttentionNetwork
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
Cassie07/Review_Molecular_profile_prediction_GNN
[The Lancet Digital Health, MICCAI2020 Oral] The official code of "Spatially-aware Graph Neural Networks and Cross-level Molecular Profile Prediction in Colon Cancer Histopathology: A Retrospective Multicentre Cohort Study"
pyg-team/pytorch_geometric
Graph Neural Network Library for PyTorch
chingi071/Pytorch_note
chenh2lab/dsbilab
About the DSBI lab
mahmoodlab/CLAM
Open source tools for computational pathology - Nature BME
huiqu18/GeneMutationFromHE
Gene mutation and pathway activity prediction from H&E slides