Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)
☆67May 5, 2025Updated 10 months ago
Alternatives and similar repositories for VLSA
Users that are interested in VLSA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICME 2024] Code for H2GT☆17Oct 29, 2024Updated last year
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated last year
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆81Jun 6, 2025Updated 9 months ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Mar 17, 2025Updated 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
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆89Mar 20, 2025Updated last year
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆33Jan 7, 2025Updated last year
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆83Dec 23, 2024Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆118Jun 19, 2023Updated 2 years ago
- ☆36Oct 11, 2024Updated last year
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆40May 14, 2024Updated last year
- machine-readable information for the TCGA dataset, mirrored from other sources☆21Jun 14, 2022Updated 3 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆162Nov 19, 2024Updated last year
- ✨ [AAAI 2025] Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification☆51Apr 16, 2025Updated 11 months ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆65Feb 18, 2025Updated last year
- Downloading and Creating labels for the TCGA lung Whole Slide Images☆12Feb 29, 2024Updated 2 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆41Nov 4, 2023Updated 2 years ago
- [CVPR 2025] Implementation of "Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder"☆19Feb 3, 2026Updated last month
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆141Feb 5, 2026Updated last month
- [NeurIPS'24] Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement - NeurIPS 2…☆15Nov 19, 2024Updated last year
- ☆23Aug 17, 2025Updated 7 months ago
- A Large Language-Vision Assistant for Pathology Image Understanding (BIBM-2024 & Journal of Artificial Intelligence Review 2025)☆64Jun 18, 2025Updated 9 months ago
- [ECCV 2024 Oral] Knowledge-enhanced pretraining for computational pathology☆47Oct 1, 2025Updated 5 months ago
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆78May 5, 2024Updated last year
- [IEEE TMI 2025] Code for MSCPT☆38Nov 25, 2025Updated 4 months ago
- TCGA Pathology Reports in Machine Readable Text☆15Jan 2, 2024Updated 2 years ago
- ☆128Apr 11, 2024Updated last year
- [2024][MICCAI] LLM-guided Multi-modal Multiple Instance Learning for 5-year Overall Survival Prediction of Lung Cancer☆18Oct 15, 2024Updated last year
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆96Feb 15, 2025Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆146Feb 22, 2025Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆64Apr 21, 2024Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Apr 24, 2024Updated last year
- [NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.☆181Jan 18, 2024Updated 2 years ago
- [NeurIPS 2025] Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling☆26Dec 16, 2025Updated 3 months ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆113Feb 22, 2025Updated last year
- [AAAI 2025] M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images☆14Dec 1, 2025Updated 3 months ago
- ☆20Aug 3, 2025Updated 7 months ago
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆86Dec 24, 2024Updated last year
- (CVPR2024) Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆42Jun 22, 2024Updated last year