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 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training☆22Nov 17, 2024Updated last year
- ☆13Apr 4, 2023Updated 3 years ago
- 3D Slicer extension for SegmentAnyBone developed by Mazurowski Lab☆16Feb 25, 2026Updated 3 months ago
- Tool for robust segmentation of >100 important anatomical structures in CT images☆29Apr 17, 2024Updated 2 years ago
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆23May 19, 2021Updated 5 years ago
- 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.
- Training and Tuning Strategies for Foundation Models in Medical Imaging☆25Aug 27, 2025Updated 9 months ago
- Converts unitary matrix to Qiskit/Cirq/Q# cirquit☆27Jan 26, 2025Updated last year
- [IEEE TIP 2025] Cross-domain Few-shot Medical Image Segmentation via Dynamic Semantic Matching☆18Dec 23, 2025Updated 5 months ago
- ☆17Aug 8, 2023Updated 2 years ago
- Transformer-ConvNet with Masked AutoEncoder for Cardiac Image Registration☆10Aug 29, 2022Updated 3 years ago
- Official code for PLoP☆20Mar 6, 2026Updated 3 months ago
- ESAPI code used for VMAT TBI and VMAT CSI autoplanning☆15Dec 1, 2025Updated 6 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☆302Jun 3, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆26Aug 6, 2024Updated last year
- 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
- MetA-Train to Explain☆18Feb 15, 2022Updated 4 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
- A meta-learning framework for few-shot graph learning☆20Mar 1, 2023Updated 3 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- [Nature Communications 2026] A universal foundation model for grounded biomedical image interpretation☆65Jun 12, 2026Updated last week
- 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.
- This is the official code of the paper "Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and…☆20Jan 9, 2024Updated 2 years ago
- [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
- 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
- ☆19Feb 21, 2024Updated 2 years ago
- ArXiv'18 implementation of amortized maximum likelihood (AML) for high-quality, weakly-supervised shape completion.☆11Nov 30, 2018Updated 7 years ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆21Apr 17, 2025Updated last year
- ☆27Feb 18, 2025Updated last year
- ☆10Apr 16, 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.
- Convert an integer factorization problem into a boolean SATISFIABILITY problem.☆10Jan 14, 2019Updated 7 years ago
- [EMNLP 2025] Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards☆68Sep 15, 2025Updated 9 months 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
- CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving (NAACL 2024 Findings))☆16Apr 26, 2024Updated 2 years ago