bianhao123 / Mixed_supervision
MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.
☆53Updated last year
Alternatives and similar repositories for Mixed_supervision:
Users that are interested in Mixed_supervision are comparing it to the libraries listed below
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆26Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆80Updated 10 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆26Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆25Updated 3 years ago
- ☆27Updated last month
- ☆47Updated 2 months ago
- ☆36Updated 2 years ago
- ☆28Updated last year
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆26Updated last year
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆34Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 10 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆53Updated 2 weeks ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆28Updated 2 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆27Updated 2 years ago
- WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.☆25Updated 3 years ago
- Region-guided CycleGANs for stain transfer☆20Updated last year
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆19Updated 8 months ago
- A bayesian collaborative learning framework for whole-slide image classification☆25Updated last year
- ☆16Updated last year
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 4 years ago
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆21Updated 3 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆60Updated 2 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆52Updated 2 months ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆51Updated 3 weeks ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆18Updated 4 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆56Updated 10 months ago