CristianoPatricio / concept-based-interpretability-VLMLinks
Code for the paper "Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models", ISBI 2024 (Oral).
☆12Updated 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:
- ☆22Updated last year
- Code for the paper "Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis", CVPRW 2023.☆17Updated 6 months ago
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆71Updated 2 months ago
- [MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and …☆66Updated last month
- ☆22Updated last year
- [ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Lear…☆19Updated 5 months ago
- ☆19Updated last month
- ☆14Updated 9 months ago
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆41Updated last year
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆35Updated 2 years ago
- This is a multi-label classification method for medical images.☆25Updated 2 years ago
- ☆22Updated 7 months ago
- ☆21Updated last year
- Reproducing CheXpert paper using the PyTorch library.☆42Updated 2 years ago
- ☆29Updated 8 months ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- ☆43Updated 4 months ago
- Multi-Aspect Vision Language Pretraining - CVPR2024☆78Updated 10 months ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆50Updated last year
- [CVPR 2025] Custom Open CLIP repo to train biomedical CLIP models☆19Updated 3 months ago
- Evaluating DINOv2 for Radiology☆59Updated last month
- ☆19Updated 11 months ago
- Official repository for the paper "Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis"☆28Updated last year
- BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays☆35Updated last month
- ViLReF: A Expert Knowledge Enabled Vision-Language Retinal Foundation Model☆19Updated 8 months ago
- MedViTV2: Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention☆46Updated 2 months ago
- Implementation of the paper "A survey on attention mechanisms for medical applications: are we moving towards better algorithms?" by Tiag…☆13Updated 2 years ago
- [ ICCV CVAMD 2023] Official implementation of "CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Che…☆44Updated 10 months ago
- Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning (CVPR 2023)☆46Updated last year
- Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease …☆21Updated 7 months ago