yiqings / RandStainNALinks
RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]
☆55Updated 2 years ago
Alternatives and similar repositories for RandStainNA
Users that are interested in RandStainNA are comparing it to the libraries listed below
Sorting:
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆90Updated 2 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆86Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆107Updated 2 years ago
- ☆36Updated 2 years ago
- ☆27Updated 8 months ago
- CVPR 2023 Highlight☆89Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆64Updated 6 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆62Updated 7 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆84Updated 3 weeks ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆61Updated 10 months ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 3 years ago
- ☆37Updated 3 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆96Updated 7 months ago
- ☆71Updated 4 years ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆71Updated 4 months ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆91Updated 2 months ago
- SI-MIL☆31Updated 9 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆110Updated 5 months ago
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆31Updated last week
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆62Updated 4 years ago
- ☆54Updated 5 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆148Updated 10 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆155Updated last year
- The official implementation of GPFM☆95Updated 3 weeks ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆38Updated last year
- ☆32Updated 2 years ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆91Updated 7 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification