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
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆77Updated 7 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆62Updated 3 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆40Updated 4 months ago
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆21Updated 5 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆49Updated last month
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆27Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 6 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆50Updated 7 months ago
- ☆16Updated last year
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆68Updated last month
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆41Updated last week
- ☆138Updated last year
- ☆50Updated 2 months ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated 9 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆74Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆85Updated 2 months ago
- ☆55Updated 2 years ago
- ☆19Updated 4 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆64Updated last month
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆14Updated last month
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆20Updated last year
- CVPR 2023 Highlight☆76Updated 7 months ago
- ☆24Updated last year
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆13Updated 9 months ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆45Updated 2 months ago
- SI-MIL☆21Updated 5 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.☆51Updated 5 months ago
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆21Updated 6 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆45Updated last month