Dootmaan / DTFD-MIL.PyTorch
Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the official DTFT-MIL repo.
☆27Updated last year
Alternatives and similar repositories for DTFD-MIL.PyTorch:
Users that are interested in DTFD-MIL.PyTorch are comparing it to the libraries listed below
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆27Updated last year
- SI-MIL☆26Updated 2 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆25Updated 3 years ago
- ☆17Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 11 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆73Updated 3 weeks ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆81Updated 11 months ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆55Updated 2 weeks ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆55Updated 11 months ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆20Updated 5 months ago
- ☆49Updated 3 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆66Updated last month
- ☆37Updated 3 years ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆28Updated last year
- LongMIL for WSI analysis with extrapolation positional embedding☆11Updated 3 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆59Updated 3 months ago
- ☆17Updated last year
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆16Updated last month
- ☆21Updated 2 months ago
- ☆31Updated 2 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆33Updated last year
- ☆18Updated last year
- ☆35Updated 2 years ago
- ☆10Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆23Updated last year
- ☆61Updated 3 months ago
- ☆51Updated last year
- ☆21Updated 8 months ago