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
☆22Dec 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☆15May 11, 2026Updated 2 months ago
- [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
- ☆13Apr 4, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆23May 19, 2021Updated 5 years ago
- An open source tool for accurate segmentation of the aorta in 3D computed tomography scans.☆18Mar 18, 2026Updated 4 months ago
- 3D Slicer extension for SegmentAnyBone developed by Mazurowski Lab☆16Feb 25, 2026Updated 5 months ago
- Python program and GUI to reconstruct CT image☆12Dec 20, 2021Updated 4 years ago
- Source code from the article "Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction" (Neural Networks, 20…☆16Dec 6, 2022Updated 3 years ago
- HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation☆23Mar 15, 2023Updated 3 years ago
- RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network☆16Oct 10, 2023Updated 2 years ago
- Tool for robust segmentation of >100 important anatomical structures in CT images☆31Apr 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A curated list of foundation models for vision and language tasks in medical imaging☆301Jun 3, 2024Updated 2 years ago
- ☆26Aug 6, 2024Updated last year
- 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
- This is a nnUNet for semi-supervised☆26Sep 23, 2022Updated 3 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
- ☆21Jul 20, 2023Updated 3 years ago
- ☆20Sep 18, 2025Updated 10 months ago
- This is the official code of the paper "Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and…☆21Jan 9, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 3 years ago
- ☆16Aug 8, 2023Updated 2 years ago
- The Code of Mask-Guided Correlation Learning for Few-Shot Segmentation in Remote Sensing Imagery (IEEE Transactions on Geoscience and Rem…☆17Jul 23, 2025Updated last year
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆22Apr 17, 2025Updated last year
- ☆19Feb 21, 2024Updated 2 years ago
- Training and Tuning Strategies for Foundation Models in Medical Imaging☆25Aug 27, 2025Updated 11 months 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☆32Mar 30, 2026Updated 3 months ago
- ☆10Apr 16, 2024Updated 2 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.
- [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
- 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
- pytorch Implement for "A Point Set Generation Network for 3D Object Reconstruction from a Single Image"☆10Jan 5, 2020Updated 6 years ago
- [MICCAI 2023] Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer☆68Mar 4, 2025Updated last year