lingxitong / MIL_BASELINE
A library that integrates different MIL methods into a unified framework
☆117Updated this week
Alternatives and similar repositories for MIL_BASELINE:
Users that are interested in MIL_BASELINE are comparing it to the libraries listed below
- [ACM MM 2024] SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification☆33Updated 4 months ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆107Updated 7 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆79Updated 3 weeks ago
- Whole Slide Images papers in CVPR-2025☆21Updated last month
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 2 months ago
- ☆154Updated last year
- ☆21Updated 4 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆68Updated 2 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆68Updated 2 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆56Updated last year
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆82Updated last year
- A quick start for pathology AI research☆34Updated 6 months ago
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆35Updated 11 months ago
- CVPR 2023 Highlight☆86Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆83Updated last year
- [MedIA 2023/MICCAI 2022 Grand Challenge]: Airway Tree Modeling (ATM'22) Related Work Collections, also includes the state-of-the-art work…☆146Updated 2 months ago
- ☆65Updated 4 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆66Updated last month
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆88Updated last month
- [ICLR‘25 Spotlight] LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models☆97Updated 2 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆146Updated 11 months ago
- The official codes for "PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents"☆209Updated 7 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆135Updated 5 months ago
- The official implementation of GPFM☆55Updated last week
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆56Updated last month
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆86Updated this week
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆19Updated 2 months ago
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Updated last year
- ☆50Updated last week
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year