CristianoPatricio / concept-based-interpretability-VLMLinks
Code for the paper "Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models", ISBI 2024 (Oral).
☆15Updated last year
Alternatives and similar repositories for concept-based-interpretability-VLM
Users that are interested in concept-based-interpretability-VLM are comparing it to the libraries listed below
Sorting:
- The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"☆86Updated last year
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆42Updated last year
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆46Updated 2 years ago
- [NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.☆168Updated last year
- ☆72Updated 2 months ago
- ☆50Updated last month
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆76Updated 5 months ago
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆38Updated last year
- ☆39Updated 10 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆82Updated last week
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆71Updated 3 months ago
- ☆114Updated 10 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆91Updated 7 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆55Updated 2 years ago
- ☆72Updated 2 years ago
- Official code of MICCAI'23 paper "Text-guided Foundation Model Adaptation for Pathological Image Classification"☆67Updated last year
- [MICCAI 2024 - Early Accept] BiasPruner: Debiased Continual Learning for Medical Image Classification☆11Updated 10 months ago
- ☆64Updated last year
- Multi-Aspect Vision Language Pretraining - CVPR2024☆82Updated last year
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆28Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆105Updated 2 years ago
- MoCo-based unsupervised training for Chest X-Ray Interpretation☆45Updated 3 years ago
- ☆30Updated 7 months ago
- A curated list of foundation models for vision and language tasks in medical imaging☆277Updated last year
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆74Updated 9 months ago
- [MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and …☆70Updated last month
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.☆22Updated 3 years ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆67Updated last year