Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis
☆62Nov 17, 2025Updated 10 months ago
Alternatives and similar repositories for BenchmarkTransferLearning
Users that are interested in BenchmarkTransferLearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆104Apr 8, 2024Updated 2 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Oct 24, 2021Updated 4 years ago
- [CVPR 2024] Official PyTorch Implementation for Adam☆25Nov 24, 2025Updated 10 months ago
- Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…☆11Apr 15, 2022Updated 4 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆83Oct 24, 2021Updated 4 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.
- [EMBC 2022] Official Implementation for "Self-supervised Assisted Active Learning for Skin Lesion Segmentation"☆16Jul 21, 2022Updated 4 years ago
- MAGIC: Multi-scAle heteroGeneity analysIs and Clustering☆14Jun 17, 2024Updated 2 years ago
- This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in sem…☆14Apr 17, 2026Updated 5 months ago
- [MICCAI 2019 Young Scientist Award] [MedIA Best Paper Award] Models Genesis: self-supervised pre-training for 3D medical images. Learns t…☆795Aug 25, 2026Updated last month
- ☆17Jul 25, 2023Updated 3 years ago
- ☆27Feb 28, 2025Updated last year
- ☆12Sep 2, 2018Updated 8 years ago
- Codes for our MIA paper "DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks".☆24Jun 4, 2019Updated 7 years ago
- ☆84Jan 22, 2024Updated 2 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.
- [MICCAI 2024] Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation☆29Oct 10, 2024Updated 2 years ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60May 31, 2022Updated 4 years ago
- The official implementation for ECCV22 paper: Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Do…☆13Jul 21, 2022Updated 4 years ago
- ☆11Dec 9, 2022Updated 3 years ago
- [IJHCS] UTA7: a dataset with DICOM files of medical imaging provided by radiologists. The work was published in the International Journal…☆10Jun 1, 2022Updated 4 years ago
- [CVPR 2025] CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning☆57Apr 21, 2025Updated last year
- a script to create an organized tableau from an image collection using unsupervised learning☆12Dec 13, 2022Updated 3 years ago
- From our paper "OSMO: Online Specific Models for Occlusion in Multiple Object Tracking under Surveillance Scene" in ACM Multimedia 2018.☆11Apr 9, 2019Updated 7 years ago
- [NeurIPS'22] Official Repository for Characterizing Datapoints via Second-Split Forgetting☆16Aug 11, 2023Updated 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.
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆23Sep 5, 2023Updated 3 years ago
- Lesion attributes segmentation for melanoma detection with multi-task U-Net☆53Apr 7, 2020Updated 6 years ago
- Load XDF files in Julia☆12Jun 23, 2026Updated 3 months ago
- ☆22Jul 18, 2024Updated 2 years ago
- Weakly Supervised Mitosis Detection in Breast Histopathology Images using Concentric Loss☆25Nov 14, 2019Updated 6 years ago
- A comprehensive platform for analyzing pulmonary parenchyma lesions on chest CT.☆17May 26, 2022Updated 4 years ago
- Python validation, summary, and analysis tools for HED (Hierarchical Event Descriptors).☆18Updated this week
- [NeurIPS 2024] Unsupervised Hierarchy-Agnostic Segmentation: Parsing Semantic Image Structure☆13Nov 27, 2025Updated 10 months ago
- SAMatch： SAM-Guided and Match-based Semi-Supervised Segmentation for Medical Image☆15Jul 18, 2025Updated last year
- 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 mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medica…☆160Aug 1, 2024Updated 2 years ago
- Official codes for ConMIM (ICLR 2023)☆58Feb 8, 2023Updated 3 years ago
- Code repository for the 2023 MICCAI Paper "TabAttention: Learning Attention Conditionally on Tabular Data"☆18Oct 30, 2023Updated 2 years ago
- Pytorch implementation of BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active …☆56Apr 12, 2022Updated 4 years ago
- Biomedical Image Segmentation via RMSPP-UNet☆13Jun 11, 2021Updated 5 years ago
- MoCo-based unsupervised training for Chest X-Ray Interpretation☆48Jan 9, 2022Updated 4 years ago
- A much powerful probing method to tune your model with promising performance and linear probing training cost!☆15Jul 26, 2023Updated 3 years ago