BohriumKwong / using-weakly-supervised-deep-learning-on-whole-slide-images
base on MIL method
☆14Updated 6 months ago
Alternatives and similar repositories for using-weakly-supervised-deep-learning-on-whole-slide-images:
Users that are interested in using-weakly-supervised-deep-learning-on-whole-slide-images are comparing it to the libraries listed below
- ☆36Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 4 years ago
- ☆36Updated 2 years ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 9 months ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆17Updated 4 months ago
- Public code for Hybrid Supervision Learning for Pathology Whole Slide Image Classification, MICCAI2021☆12Updated 3 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- ☆28Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆80Updated 10 months ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆26Updated last year
- ☆49Updated last year
- CVPR 2023 Highlight☆80Updated 10 months ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 3 years ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆60Updated 2 months ago
- WSI处理工具☆22Updated 3 years ago
- ☆147Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆138Updated 9 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆87Updated 4 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆32Updated last year
- ☆45Updated last month
- ☆52Updated 3 years ago
- TankZhouFirst / clinical-grade-computational-pathology-using-weakly-supervised-deep-learning-on-whole-slide-images首个临床级别的 AI 系统可用源码☆66Updated 3 years ago
- Python library for processing whole slide images (WSIs) in sdpc format☆50Updated 3 weeks ago
- This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…☆9Updated last year
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆129Updated 3 years ago
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆23Updated 10 months ago
- ☆21Updated 2 months ago