clemsgrs / hiptLinks
Re-implementation of HIPT
☆22Updated last month
Alternatives and similar repositories for hipt
Users that are interested in hipt are comparing it to the libraries listed below
Sorting:
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆126Updated 8 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆161Updated last year
- A graph-transformer for whole slide image classification☆178Updated last year
- Histopathology Slides Preprocessing Pipeline☆42Updated 2 weeks ago
- ☆38Updated 2 years ago
- ☆172Updated 2 years ago
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆20Updated last month
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆68Updated 3 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 10 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 4 years ago
- ☆67Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆86Updated 10 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆88Updated last year
- Histopathology Image Analysis☆92Updated 2 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated last year
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated 2 years ago
- SI-MIL☆34Updated last year
- ☆37Updated 4 years ago
- ☆18Updated 3 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆99Updated last year
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆157Updated last year
- CVPR 2023 Highlight☆97Updated last year
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- ☆71Updated 4 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆64Updated 11 months ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Updated 4 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆114Updated 2 years ago
- ☆56Updated 9 months ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago