DearCaat / MHIM-MIL
[ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
☆79Updated last month
Alternatives and similar repositories for MHIM-MIL
Users that are interested in MHIM-MIL are comparing it to the libraries listed below
Sorting:
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆70Updated 2 months ago
- Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆33Updated 10 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆83Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆56Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆107Updated 8 months ago
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆35Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆68Updated 3 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆64Updated 4 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆56Updated 2 months ago
- ☆65Updated 4 months ago
- CVPR 2023 Highlight☆87Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆90Updated 2 weeks ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆45Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆58Updated last month
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- ☆156Updated last year
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆87Updated 3 weeks ago
- The official implementation of GPFM☆57Updated 3 weeks ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆67Updated last year
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆19Updated 3 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆84Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆23Updated last year
- SI-MIL☆26Updated 4 months ago
- Iteratively Coupled Multiple Instance Learning☆20Updated 5 months ago
- ☆20Updated last month
- ☆50Updated 3 weeks ago
- ☆26Updated 3 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆67Updated last month
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 3 months ago