Luffy03 / Large-Scale-Medical
[CVPR 2024 Extension] 160K volumes (42M slices) datasets, new segmentation datasets, 31M-1.2B pre-trained models, various pre-training recipes, 50+ downstream tasks implementation
☆138Updated 2 months ago
Alternatives and similar repositories for Large-Scale-Medical:
Users that are interested in Large-Scale-Medical are comparing it to the libraries listed below
- MICCAI 2023 Paper (Early Acceptance)☆180Updated last year
- ☆65Updated 8 months ago
- The official repository to build SAT-DS, a medical data collection of 72 public segmentation datasets, contains over 22K 3D images, 302K …☆84Updated last month
- [MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.☆120Updated last month
- Official implementation for MedCLIP-SAM (MICCAI 2024)☆73Updated 4 months ago
- the official repository for CVPR 2024 paper "One-Prompt to Segment All Medical Images"☆107Updated 8 months ago
- PyTorch implementation for MA-SAM☆142Updated 5 months ago
- [AAAI 2025] Official repository of Generative Medical Segmentation☆53Updated 2 months ago
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆112Updated last week
- AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, and generate…☆54Updated last month
- ☆106Updated 8 months ago
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆170Updated 2 months ago
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆94Updated 8 months ago
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆177Updated 11 months ago
- MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)☆57Updated 3 months ago
- Interactive Medical Image Segmentation☆58Updated 6 months ago
- Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"☆125Updated last year
- CVPR 2024 (Highlight)☆125Updated 4 months ago
- [MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac…☆34Updated last year
- [MICCAI2024] A Parameter and Memory Efficient Transfer Learning Method☆28Updated 2 months ago
- Awesome Active Domain Adaptation for Medical Image Analysis☆89Updated 2 months ago
- A repo for Masked Image Modeling for 3D Medical Images☆24Updated last year
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆43Updated last month
- The official repository for "One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts"☆175Updated last month
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆70Updated last year
- ☆38Updated 11 months ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆103Updated 7 months ago
- MICCAI 2024 & CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging☆77Updated 8 months ago
- Official code of MICCAI'23 paper "Text-guided Foundation Model Adaptation for Pathological Image Classification"☆65Updated last year
- MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation c…☆74Updated 5 months ago