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
- ☆16Updated 10 months ago
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated last year
- ☆26Updated 2 years ago
- ☆29Updated 3 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
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆24Updated 2 years ago
- A python (PyTorch) implementation of Shadow-consistent Semi-supervised Learning (SCO-SSL) method for prostate ultrasound segmentation☆18Updated 5 months ago
- ECCV-AIMIA 2022 paper: "Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images"☆12Updated 2 years ago
- ☆10Updated last year
- Prostate cancer detection from ultrasound using foundation models and domain knowledge☆11Updated 3 months ago
- GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images -…☆13Updated last year
- ☆18Updated last year
- ☆11Updated 4 years ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆19Updated last year
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆35Updated last year
- Code for the DRA-Net☆7Updated 3 years ago
- Implementation of Semi-Supervised and Semi-Weakly Supervised Teacher/Student Learning approaches☆13Updated 2 years ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆57Updated last month
- SI-MIL☆26Updated 3 months ago
- Semi-Supervised-Learning☆12Updated 2 years ago
- The code for Kernel attention transformer (KAT)☆35Updated 10 months ago
- Code for [MICCAI 2023] Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Seg…☆35Updated 2 months ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆28Updated 2 years ago
- [AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation☆15Updated 2 years ago
- Iteratively Coupled Multiple Instance Learning☆20Updated 4 months ago
- ☆21Updated 9 months ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆36Updated 2 years ago
- Public code for Hybrid Supervision Learning for Pathology Whole Slide Image Classification, MICCAI2021☆12Updated 3 years ago
- ☆29Updated last year
- ☆35Updated 2 years ago