aetherAI / stain-mixup
The repository provide augment function of "Stain mix-up: Unsupervised domain generalization for histopathology images"
☆12Updated 3 years ago
Alternatives and similar repositories for stain-mixup
Users that are interested in stain-mixup are comparing it to the libraries listed below
Sorting:
- ☆16Updated 11 months ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆24Updated 2 years ago
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆19Updated 5 months ago
- Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Patholog…☆16Updated 3 years ago
- ☆29Updated 3 years ago
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated last year
- Multi-TransSP for MICCAI2022☆18Updated 2 years ago
- GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images -…☆13Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated last year
- ☆29Updated 5 years ago
- ☆29Updated last year
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- ECCV-AIMIA 2022 paper: "Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images"☆12Updated 2 years ago
- The code for Kernel attention transformer (KAT)☆34Updated 11 months ago
- Prostate cancer detection from ultrasound using foundation models and domain knowledge☆11Updated 4 months ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆20Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆58Updated 2 months ago
- ☆18Updated last year
- ☆26Updated 2 years ago
- ☆10Updated last year
- SI-MIL☆26Updated 4 months ago
- Code for the DRA-Net☆7Updated 3 years ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆66Updated last year
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆25Updated 4 years ago
- ☆38Updated 3 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆29Updated 2 years ago
- Iteratively Coupled Multiple Instance Learning☆20Updated 5 months ago
- PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning☆17Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆25Updated last year
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆46Updated last year