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:
- [MIDL 2023] MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation☆16Jul 10, 2023Updated 2 years ago
- Active Learning in the era of Foundation Models☆13Apr 16, 2025Updated last year
- [MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training☆22Nov 17, 2024Updated last year
- 3D Slicer extension for SegmentAnyBone developed by Mazurowski Lab☆15Feb 25, 2026Updated 3 months ago
- Tool for robust segmentation of >100 important anatomical structures in CT images☆29Apr 17, 2024Updated 2 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.
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆23May 19, 2021Updated 5 years ago
- Training and Tuning Strategies for Foundation Models in Medical Imaging☆25Aug 27, 2025Updated 9 months ago
- [IEEE TIP 2025] Cross-domain Few-shot Medical Image Segmentation via Dynamic Semantic Matching☆18Dec 23, 2025Updated 5 months ago
- HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation☆23Mar 15, 2023Updated 3 years ago
- Transformer-ConvNet with Masked AutoEncoder for Cardiac Image Registration☆10Aug 29, 2022Updated 3 years ago
- ESAPI code used for VMAT TBI and VMAT CSI autoplanning☆15Dec 1, 2025Updated 5 months ago
- RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network☆16Oct 10, 2023Updated 2 years ago
- A curated list of foundation models for vision and language tasks in medical imaging☆301Jun 3, 2024Updated last year
- ☆26Aug 6, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [EMBC 2022] Official Implementation for "Self-supervised Assisted Active Learning for Skin Lesion Segmentation"☆16Jul 21, 2022Updated 3 years ago
- This is a nnUNet for semi-supervised☆25Sep 23, 2022Updated 3 years ago
- ☆21Jul 20, 2023Updated 2 years ago
- ☆11Oct 15, 2023Updated 2 years ago
- 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
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- Medical images I/O python package☆33Mar 30, 2026Updated last month
- [MICCAI 2024] Official code for the paper "MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation"☆14Nov 1, 2024Updated last year
- Codes for "Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows"☆23Nov 15, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The Code of Mask-Guided Correlation Learning for Few-Shot Segmentation in Remote Sensing Imagery (IEEE Transactions on Geoscience and Rem…☆17Jul 23, 2025Updated 10 months ago
- ArXiv'18 implementation of amortized maximum likelihood (AML) for high-quality, weakly-supervised shape completion.☆11Nov 30, 2018Updated 7 years ago
- ☆27Feb 18, 2025Updated last year
- ☆10Apr 16, 2024Updated 2 years ago
- KVN: Keypoints Voting Network with Differentiable RANSAC for Stereo Pose Estimation☆12Mar 4, 2024Updated 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
- ☆11Nov 5, 2022Updated 3 years ago
- The active learning algorithm, mismatch-first farthest-traversal. Implementation and visualization.☆12Dec 25, 2021Updated 4 years ago
- Code for our method MaskSplit. Paper is available at https://arxiv.org/abs/2110.12207.☆21Dec 16, 2021Updated 4 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.
- CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving (NAACL 2024 Findings))☆16Apr 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
- pytorch Implement for "A Point Set Generation Network for 3D Object Reconstruction from a Single Image"☆10Jan 5, 2020Updated 6 years ago
- Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"☆168Jan 9, 2024Updated 2 years ago
- ☆13Mar 29, 2019Updated 7 years ago
- ☆14Nov 28, 2021Updated 4 years ago
- Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"☆13Jul 14, 2021Updated 4 years ago