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.
☆26Updated last year
Related projects ⓘ
Alternatives and complementary repositories for DTFD-MIL.PyTorch
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆61Updated 3 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆37Updated 4 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆32Updated 8 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆18Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆74Updated 6 months ago
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆19Updated 4 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 6 months ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆26Updated last year
- ☆54Updated 2 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆64Updated 3 weeks ago
- ☆19Updated 3 months ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆82Updated last month
- ☆16Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆49Updated 6 months ago
- ☆135Updated 11 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆36Updated 2 months ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆13Updated 8 months ago
- ☆45Updated last month
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane☆13Updated 2 weeks ago
- ☆24Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆45Updated 2 months ago
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆66Updated last month
- CVPR 2023 Highlight☆76Updated 7 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆44Updated last month
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆21Updated 5 months ago
- ☆32Updated 3 years ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.☆46Updated 4 months ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆58Updated 9 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆47Updated last month