[MedIA 2023] The official implementation of MIA paper "Dive into the details of Self-supervised Learning for Medical Image Analysis"
☆33Apr 16, 2024Updated last year
Alternatives and similar repositories for Medical-SSL
Users that are interested in Medical-SSL 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, 2022, Student Travel Award]: CFDA_Collaborative Feature Disentanglement and Augmentation for Pulmonary Airway Tree Modeling of C…☆13Dec 22, 2023Updated 2 years ago
- [MICCAI 2023] Official implementation of our MICCAI 2023 paper "Pick the Best Pre-trained Model: Towards Transferability Estimation for M…☆13Jul 27, 2023Updated 2 years ago
- [MICCAI 2024] Implicit Representation Embraces Challenging Attributes of Pulmonary Airway Tree Structures☆14Nov 13, 2024Updated last year
- ☆25Jan 11, 2025Updated last year
- [IEEE JBHI, 2023] Towards Connectivity-Aware Pulmonary Airway Segmentation☆20Jan 20, 2026Updated 2 months ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- [Sci. Rep. 2025] Revisiting model scaling with a U-net benchmark for 3D medical image segmentation☆18Aug 21, 2025Updated 7 months ago
- Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…☆11Apr 15, 2022Updated 3 years ago
- 🩻 Whole-body CT segmentation made simple: 22,022 scans, 167 structures, one open solution.☆71Jan 27, 2026Updated 2 months ago
- [IEEE JBHI 2024] Towards Connectivity-Aware Pulmonary Airway Segmentation☆45Nov 13, 2024Updated last year
- ☆35Mar 10, 2026Updated 2 weeks ago
- ☆16Nov 17, 2023Updated 2 years ago
- Example usage of BIDSIO for input + output for use with the ISLES 2022 Challenge☆13Sep 26, 2022Updated 3 years ago
- Overview of unsupervised visual representation learning (or self-supervised learning, unsupervised pre-training) methods.☆38Jul 12, 2023Updated 2 years ago
- [ECCV 2022] "Adversarial Contrastive Learning via Asymmetric InfoNCE"☆24Dec 12, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository is the official implementation of vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representa…☆30Oct 17, 2024Updated last year
- The PyTorch re-implement of a branch-aware coronary centerline extraction in CT Angiography images. (paper: 'Branch-Aware Double DQN for …☆13Jul 25, 2025Updated 8 months ago
- [IEEE TPAMI] Anomaly Detection in Chest X-ray☆24Jul 30, 2024Updated last year
- Medical Image Segmentation with Deep Reinforcement Learning☆20Nov 21, 2019Updated 6 years ago
- The PyTorch implementation of AlignSeg.☆21Feb 26, 2025Updated last year
- A large-scale collection of chest X-ray datasets.☆22Apr 25, 2023Updated 2 years ago
- ☆75Jan 22, 2024Updated 2 years ago
- Stardew Valley seed searcher for v1.6. This is for personal use only. I do not plan to further develop it but will write another more ext…☆18Oct 8, 2025Updated 5 months ago
- [ICCV 2025] Dataset of 10,135 abdominal CT scans with 15,130 tumors annotated across six organs and 5,893 controls. The AI ranks first in…☆53Nov 3, 2025Updated 4 months ago
- 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.
- Source code of SFusion☆26Mar 5, 2023Updated 3 years ago
- [MedIA 2023/MICCAI 2022 Grand Challenge]: Airway Tree Modeling (ATM'22) Related Work Collections, also includes the state-of-the-art work…☆163Jan 15, 2026Updated 2 months ago
- ☆11Apr 21, 2023Updated 2 years ago
- Dual Contrastive Learning for Few-shot Medical Image Segmentation☆28Mar 2, 2023Updated 3 years ago
- ☆27Aug 6, 2024Updated last year
- Code for the paper "Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels".☆42Sep 26, 2022Updated 3 years ago
- I-JEPA finetuning recipe☆12Jul 11, 2024Updated last year
- Decoupled Consistency for Semi-supervised Medical Image Segmentation(MICCAI 2023)☆26Jun 27, 2023Updated 2 years ago
- This is a joint project between Helmholtz Imaging (located at DKFZ) and Lin Yang and Otmar Schmid (Helmholtz Munich).☆12Nov 6, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆131Nov 24, 2025Updated 4 months ago
- Rotationally and translationally equivariant layers and networks for deep learning on diffusion MRI scans☆24Nov 5, 2021Updated 4 years ago
- ☆13Nov 30, 2022Updated 3 years ago
- Unoffitial implementation of the MICLe in pytorch.☆12Dec 3, 2022Updated 3 years ago
- Perform Canny edge detection in 3D in python.☆16Apr 18, 2023Updated 2 years ago
- ☆59Jan 29, 2024Updated 2 years ago
- ☆10Oct 21, 2024Updated last year