HiLab-git / UniSALLinks
official code for UniSAL
☆17Updated 9 months ago
Alternatives and similar repositories for UniSAL
Users that are interested in UniSAL are comparing it to the libraries listed below
Sorting:
- [MICCAI'23] Official Pytorch Implementation for "CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Class…☆34Updated 9 months ago
- ☆46Updated 11 months ago
- ☆67Updated 3 years ago
- ☆55Updated 8 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆96Updated 10 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆123Updated 7 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated 2 years ago
- ☆18Updated 2 years ago
- The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset with Expert Segmentations☆87Updated 8 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated last year
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆34Updated 3 years 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
- DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation☆31Updated last year
- MICCAI2023 - TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation☆25Updated last year
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated 2 years ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆19Updated 8 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 4 years ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆90Updated 2 weeks ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆20Updated 10 months ago
- ☆37Updated 4 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 9 months ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆99Updated last year
- (TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals☆47Updated last year
- [MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpre…☆90Updated last year
- WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.☆25Updated 4 years ago
- ☆31Updated last year
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Updated 2 years ago
- Implementation of paper "Advancing H&E-to-IHC Virtual Staining with Task-Specific Domain Knowledge for HER2 Scoring" accepted by MICCAI 2…☆17Updated last year