dazhangyu123 / ACMIL
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)
☆78Updated 4 months ago
Alternatives and similar repositories for ACMIL:
Users that are interested in ACMIL are comparing it to the libraries listed below
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆80Updated 10 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆47Updated this week
- ☆147Updated last year
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆72Updated 3 months ago
- CVPR 2023 Highlight☆80Updated 10 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆50Updated 3 weeks ago
- ☆36Updated 2 years ago
- ☆21Updated 2 months ago
- ☆20Updated 3 weeks ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆138Updated 9 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆60Updated 2 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆61Updated 2 weeks ago
- ☆45Updated last month
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆83Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 9 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆32Updated last year
- The official implementation of GPFM☆49Updated 2 weeks ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆47Updated 2 months ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆17Updated 4 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆51Updated 2 weeks ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆99Updated 5 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆115Updated this week
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆33Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆54Updated 2 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆125Updated 3 months ago
- ☆36Updated 3 years ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆15Updated last week
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆63Updated 2 years ago