dazhangyu123 / ACMIL
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)
☆90Updated last week
Alternatives and similar repositories for ACMIL:
Users that are interested in ACMIL are comparing it to the libraries listed below
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆69Updated 2 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆82Updated last year
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆80Updated last month
- ☆155Updated last year
- ☆25Updated 3 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 3 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆56Updated 2 months ago
- ☆50Updated 3 weeks ago
- ☆35Updated 2 years ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆19Updated 2 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆57Updated 5 months ago
- ☆21Updated 4 months ago
- CVPR 2023 Highlight☆86Updated last year
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆35Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆147Updated 11 months ago
- ☆58Updated 7 months ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆107Updated 7 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆135Updated 5 months ago
- Gpu accelerated vahadane stain normalization for Digital Pathology workflows.☆25Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆67Updated last month
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆86Updated last year
- ☆65Updated 4 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated last year
- Re-implementation of HIPT☆21Updated last month
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆58Updated last month
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆88Updated 5 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆102Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago