Pinned Repositories
ABMIL-ACC
ACMIL
WSI classification
aecg-python
ai-biopsy
AI-FFPE
Deep Learning-based Frozen Section to FFPE Translation
All-Github-Emoji-Icons
A repo of every emoji icon as a separate file and commit.
AMIGO
This is the pytorch\DGL implementation of the AMIGO paper.
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
ECG-AI
Code, Dataset, Tools Review
prostate-gleason-dataset
A database of 70K patches extracted from prostate cancer biopsies and labeled by Gleason score.
yanfang-research's Repositories
yanfang-research/ACMIL
WSI classification
yanfang-research/CHIEF
Clinical Histopathology Imaging Evaluation Foundation Model
yanfang-research/CLIP-Driven-Universal-Model
[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.
yanfang-research/CPATH_demographics
Demographic bias in misdiagnosis by computational pathology models - Nature Medicine
yanfang-research/CPIA_Dataset
yanfang-research/Digital-PD-L1-Scoring
Automated PD-L1 Expression Scoring in DLBCL
yanfang-research/HEST
HEST: Bringing Spatial Transcriptomics and Histopathology together
yanfang-research/hibou
Hibou: Foundational Models for Pathology
yanfang-research/HistoMIL
A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.
yanfang-research/Histopathology-Datasets
Ressources of histopathology datasets
yanfang-research/hover_net
Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.
yanfang-research/HSA-NRL
Hard Sample Aware Noise Robust Learning forHistopathology Image Classification
yanfang-research/InternVL
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型
yanfang-research/LLaVA-Med-preview
yanfang-research/Mask2Former
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"
yanfang-research/MMMoE
yanfang-research/NERRE
Code and data for the publication "Structured information extraction from scientific text with large language models" by Dagdelen & Dunn et al.
yanfang-research/PANTHER
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024
yanfang-research/plip
Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI. PLIP is a large-scale pre-trained model that can be used to extract visual and language features from pathology images and text description. The model is a fine-tuned version of the original CLIP model.
yanfang-research/PuzzleTuning
The official repo of PuzzleTuning: Explicitly Bridge Pathological and Natural Image with Puzzles (arXiv: 2311.06712)
yanfang-research/quilt-llava
Codebase for Quilt-LLaVA
yanfang-research/releases
yanfang-research/SOMA
[ICCV' 23 ORAL] Novel Scenes & Classes: Towards Adaptive Open-set Object Detection
yanfang-research/SSMTL_CancerClassification
A Semi-Supervised Multi-Task Learning Framework for Cancer Classification with Weak Annotation in Whole-Slide Images - MedIA 2022
yanfang-research/TANGLE
Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024
yanfang-research/tcga-path-reports
TCGA Pathology Reports in Machine Readable Text
yanfang-research/UNI
Towards a general-purpose foundation model for computational pathology - Nature Medicine
yanfang-research/WSI_FiVE
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction
yanfang-research/WSITools
Tools for whole slide image (WSI) processing. Especially for (pairwise) patch extraction, annotation parsing and data preparation for deep learning purposes.
yanfang-research/zui-svg-icon
🔥🔥🔥 一款适用于 uni-app 的 SVG 图标组件。全端适配：APP-Plus、小程序、H5 -支持单色、多色SVG图标； -支持URI和Base64格式； -支持spin动画； -SVG优化。