joanaapa / Foundation-Medical
☆10Updated 8 months ago
Related projects: ⓘ
- [ISBI 2023] Official Implementation for Label-Assemble☆19Updated last month
- ☆17Updated 8 months ago
- ☆28Updated last year
- The official implementation of "ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training"☆34Updated 6 months ago
- ☆20Updated 4 months ago
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆27Updated last year
- Official Pytorch implementation of MICCAI 2024 paper (early accept, top 11%) Mammo-CLIP: A Vision Language Foundation Model to Enhance Da…☆22Updated last week
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆37Updated 3 months ago
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆17Updated last year
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆13Updated 7 months ago
- Pytorch implementation of BiomedCLIP vision model with LoRA tuning☆12Updated last year
- PyTorch implementation of GCMAE☆32Updated 2 months ago
- OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding☆17Updated 2 months ago
- [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization☆12Updated last month
- Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease …☆14Updated last month
- ☆16Updated last year
- Code for MICCAI2021 paper "OXnet: Deep Omni-supervised Thoracic DiseaseDetection from Chest X-rays"☆21Updated 3 years ago
- ☆10Updated 2 months ago
- [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)☆31Updated 8 months ago
- Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation☆14Updated last year
- Official code for "BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification"☆22Updated 5 months ago
- [IPMI'23] Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification☆11Updated last year
- Code for "NVUM: Non-volatile Unbiased Memory for Robust Medical Classification" [MICCAI 2022 Early Accept]☆11Updated 2 years ago
- Medical Matting☆19Updated last year
- Transparent medical image AI via an image–text foundation model grounded in medical literature☆42Updated 3 months ago
- ActiveSegmentation: A Simulation Framework for Benchmarking Active Learning Strategies for 3D Medical Image Segmentation☆16Updated 2 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆15Updated 7 months ago
- This is a multi-label classification method for medical images.☆17Updated last year
- Source code for "MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation", MIDL 2023, https:/…☆11Updated last year
- [MICCAI ISIC Workshop 2023 (best paper)] AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets (an official impl…☆17Updated 8 months ago