cvlab-stonybrook / local_learning_wsiLinks
Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)
☆28Updated 2 years ago
Alternatives and similar repositories for local_learning_wsi
Users that are interested in local_learning_wsi are comparing it to the libraries listed below
Sorting:
- ☆17Updated 2 years ago
- ☆35Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated last year
- The code for Kernel attention transformer (KAT)☆35Updated last year
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images — Medical Image Analysis 2024☆37Updated last year
- Iteratively Coupled Multiple Instance Learning☆21Updated 9 months ago
- ☆24Updated 3 years ago
- ☆37Updated 3 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification — IEEE TMI 2024☆63Updated 5 months ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Updated 2 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆62Updated 3 years ago
- ☆13Updated 2 years ago
- ☆53Updated 4 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Updated 11 months ago
- ☆16Updated last year
- ☆70Updated 4 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
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆58Updated 6 months ago
- ☆16Updated 2 years ago
- SI-MIL☆27Updated 7 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated 2 years ago
- GPU-accelerated stain normalization command line tool☆22Updated last year
- The ‘Cancer-Prognosis-Analysis’ aims to provide prognosis-related codes for further studies. ALL of them are used just for research, but …☆11Updated 3 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- ☆31Updated 2 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆39Updated 4 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆89Updated 2 years ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆26Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago