Publication in Nature Scientific Reports: Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical Imaging
☆23Dec 12, 2024Updated last year
Alternatives and similar repositories for SSL-MedicalImagining-CL-MAE
Users that are interested in SSL-MedicalImagining-CL-MAE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MICCAI 25 Publication: Your other Left! Vision-Language Models Fail to Identify Relative Positions in Medical Images☆15Aug 1, 2026Updated last month
- [MIDL 2023] MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation☆16Jul 10, 2023Updated 3 years ago
- [MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training☆22Nov 17, 2024Updated last year
- Active Learning in the era of Foundation Models☆14Apr 16, 2025Updated last year
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆23May 19, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- An open source tool for accurate segmentation of the aorta in 3D computed tomography scans.☆20Aug 15, 2026Updated last month
- 3D Slicer extension for SegmentAnyBone developed by Mazurowski Lab☆16Feb 25, 2026Updated 7 months ago
- Source code from the article "Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction" (Neural Networks, 20…☆15Dec 6, 2022Updated 3 years ago
- ☆11Oct 15, 2023Updated 2 years ago
- HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation☆25Mar 15, 2023Updated 3 years ago
- ESAPI code used for VMAT TBI and VMAT CSI autoplanning☆16Dec 1, 2025Updated 9 months ago
- Tool for robust segmentation of >100 important anatomical structures in CT images☆34Apr 17, 2024Updated 2 years ago
- [EMBC 2022] Official Implementation for "Self-supervised Assisted Active Learning for Skin Lesion Segmentation"☆16Jul 21, 2022Updated 4 years ago
- A curated list of foundation models for vision and language tasks in medical imaging☆305Jun 3, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Codebase used to generate the results for NeurIPS23 "Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directi…☆13Dec 8, 2023Updated 2 years ago
- MetA-Train to Explain☆18Feb 15, 2022Updated 4 years ago
- This is a nnUNet for semi-supervised☆26Sep 23, 2022Updated 4 years ago
- Codes for "Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows"☆23Nov 15, 2023Updated 2 years ago
- A meta-learning framework for few-shot graph learning☆20Mar 1, 2023Updated 3 years ago
- ☆13May 4, 2017Updated 9 years ago
- ☆21Sep 18, 2025Updated last year
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 3 years ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆22Apr 17, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆19Feb 21, 2024Updated 2 years ago
- Training and Tuning Strategies for Foundation Models in Medical Imaging☆24Aug 27, 2025Updated last year
- ☆26Sep 14, 2026Updated 2 weeks ago
- ArXiv'18 implementation of amortized maximum likelihood (AML) for high-quality, weakly-supervised shape completion.☆11Nov 30, 2018Updated 7 years ago
- Medical images I/O python package☆32Aug 17, 2026Updated last month
- ☆10Apr 16, 2024Updated 2 years ago
- [ISBI 2024] FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation☆22Nov 25, 2023Updated 2 years ago
- The code is for the paper "A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation"☆18Mar 24, 2023Updated 3 years ago
- The active learning algorithm, mismatch-first farthest-traversal. Implementation and visualization.☆12Dec 25, 2021Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NeurIPS 2023] Implementation of "Template-free Articulated Neural Point Clouds for Reposable View"☆39Aug 26, 2024Updated 2 years ago
- Solution for the Carvana Image Masking Challenge on Kaggle. It uses a custom version of RefineNet with Squeeze-and-Excitation modules imp…☆10Oct 22, 2017Updated 8 years ago
- ☆30Oct 8, 2024Updated last year
- Code for our method MaskSplit. Paper is available at https://arxiv.org/abs/2110.12207.☆21Dec 16, 2021Updated 4 years ago
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆70Mar 4, 2025Updated last year
- Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"☆13Jul 14, 2021Updated 5 years ago
- Triplet neural network for joint representation learning for text and images☆10Mar 17, 2019Updated 7 years ago