cvlab-stonybrook / SelfMedMAELinks
Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"
☆145Updated last year
Alternatives and similar repositories for SelfMedMAE
Users that are interested in SelfMedMAE are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆203Updated 8 months ago
- MICCAI 2023 Paper (Early Acceptance)☆187Updated last year
- PyTorch implementation for MA-SAM☆162Updated 2 weeks ago
- A repo for Masked Image Modeling for 3D Medical Images☆31Updated 2 years ago
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆105Updated 3 weeks ago
- [CVPR 2024 Extension] 160K volumes (42M slices) datasets, various pre-training recipes, 50+ downstream tasks implementation☆180Updated 5 months ago
- [MICCAI 2023] Liver Lesion Diagnosis Challenge on Multi-phase MRI☆104Updated last year
- Codes and models for Medical Image Analysis (MIA) 2023 paper. Segment Anything Model for Medical Images?.☆161Updated 10 months ago
- Champion Solution of MICCAI FLARE22 Challenge and FLARE24 Task2 Challenge based on nnU-Net.☆75Updated 10 months ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆103Updated last year
- ☆74Updated last year
- Awesome Active Domain Adaptation for Medical Image Analysis☆120Updated 8 months ago
- A collection of papers published in MICCAI 2024 with their code.☆80Updated 10 months ago
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆103Updated last year
- the official repository for CVPR 2024 paper "One-Prompt to Segment All Medical Images"☆133Updated last year
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆107Updated last year
- Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"☆151Updated last year
- [MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentat…☆127Updated last year
- [MedIA] Paper list and source code for survey "A comprehensive survey on deep active learning in medical image analysis"☆107Updated 2 months ago
- Official implementation of MedCLIP-SAM (MICCAI 2024)☆111Updated last month
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆189Updated last year
- A novel segmentation model termed Swin UNEt TRansformers (Swin UNETR). Specially for the task of 3D semantic segmentation.☆54Updated 2 years ago
- The official repository of the 2023 Kidney Tumor Segmentation Challenge (KiTS23)☆118Updated this week
- [MICCAI 2024] The official repository for DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation.☆132Updated 7 months ago
- ☆93Updated last year
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆359Updated 7 months ago
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆158Updated 11 months ago
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆329Updated 11 months ago
- ☆150Updated last month
- ☆275Updated 2 years ago