AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)
☆42Nov 4, 2023Updated 2 years ago
Alternatives and similar repositories for AdvMIL
Users that are interested in AdvMIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Apr 24, 2024Updated 2 years ago
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆91Mar 20, 2025Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆70Mar 17, 2025Updated last year
- ☆59Apr 14, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆36Jul 2, 2023Updated 2 years ago
- ☆11Sep 30, 2024Updated last year
- GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images -…☆12Aug 24, 2023Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆65Nov 29, 2024Updated last year
- A bayesian collaborative learning framework for whole-slide image classification☆24Nov 23, 2023Updated 2 years ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Mar 5, 2023Updated 3 years ago
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆71May 5, 2025Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆65Apr 21, 2024Updated 2 years ago
- ☆30Aug 18, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Apr 5, 2024Updated 2 years ago
- ☆11Jul 21, 2023Updated 2 years ago
- ☆11Jul 18, 2022Updated 3 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆91Apr 16, 2024Updated 2 years ago
- ☆28Jun 4, 2023Updated 3 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Jun 22, 2020Updated 5 years ago
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆487May 3, 2024Updated 2 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆28Dec 16, 2021Updated 4 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆167Nov 19, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Oct 11, 2021Updated 4 years ago
- CVPR 2023 Highlight☆100Apr 3, 2024Updated 2 years ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆250Mar 11, 2022Updated 4 years ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆466Apr 29, 2024Updated 2 years ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆92Feb 3, 2025Updated last year
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆119Apr 22, 2025Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆136Sep 19, 2025Updated 8 months ago
- ☆12Feb 23, 2021Updated 5 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Oct 12, 2021Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Contains codes of DeepAttnMISL in MEDIA'20☆61Jan 7, 2021Updated 5 years ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆148Feb 22, 2025Updated last year
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆92Dec 24, 2024Updated last year
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆21Nov 26, 2023Updated 2 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆36May 18, 2023Updated 3 years ago
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆83May 5, 2024Updated 2 years ago
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆29May 21, 2024Updated 2 years ago