The code of IEEE TMI paper Efficient Medical Image Segmentation Based on Knowledge Distillation
☆65Sep 8, 2021Updated 4 years ago
Alternatives and similar repositories for EMKD
Users that are interested in EMKD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Advancing Medical Image Segmentation Through Multi-Task and Multi-Scale Contrastive Knowledge Distillation☆20Jun 13, 2024Updated last year
- ☆26Aug 6, 2024Updated last year
- An implementation of Knowledge distillation for segmentation, to train a small (student) UNet from a larger (teacher) UNet thereby reduci…☆54May 7, 2020Updated 6 years ago
- [TMI'2022] SASSL☆14May 4, 2023Updated 3 years ago
- A knowledge distillation framework for image reconstruction and image restoration in MRI workflow☆23Aug 14, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This is an official implementation of KDAS for Knowledge Distillation Polyp Segmentation (ICME 2024)☆17Oct 3, 2024Updated last year
- ☆16Jul 20, 2021Updated 4 years ago
- Segmentation of liver computed tomography images with a UNET.☆16Mar 29, 2023Updated 3 years ago
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Sep 30, 2022Updated 3 years ago
- Patch-free 3D Medical Image Segmentation☆36Dec 6, 2021Updated 4 years ago
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆57Feb 21, 2026Updated 2 months ago
- This Repo contains the updated implementation of our paper "Weakly supervised 3D classification of chest CT using aggregated multi-resolu…☆26Jun 18, 2020Updated 5 years ago
- ☆16Aug 26, 2019Updated 6 years ago
- The liver, tumor and vessels segmentation is achieved in this application using semi-automatic segmentation method. It uses DICOM data of…☆10Jul 31, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆11Feb 7, 2023Updated 3 years ago
- fused re-parameterisation, inverted bottleneck and partial spatial convolutions☆10Jul 12, 2023Updated 2 years ago
- Source code for the paper "Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation" as described in https://arxiv.org/abs/19…☆32Mar 24, 2023Updated 3 years ago
- ☆14Nov 28, 2021Updated 4 years ago
- Pytorch implementation for MICCAI2022 - Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need☆16Aug 4, 2023Updated 2 years ago
- Code for the paper 'Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation'☆17Jul 6, 2023Updated 2 years ago
- Source code for the paper "FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street…☆12Mar 8, 2022Updated 4 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40May 16, 2025Updated 11 months ago
- Nested VNet3D Model for KiTS19——2019 Kidney Tumor Segmentation Challenge☆11Jun 18, 2019Updated 6 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.
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆62Jan 15, 2022Updated 4 years ago
- [Official Repo] SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensi…☆15May 21, 2025Updated 11 months ago
- IEEE Transactions on Intelligent Transportation Systems (2024)☆24Jul 22, 2025Updated 9 months ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆48Feb 2, 2024Updated 2 years ago
- Heart Segmentation in Planning CT using 2.5D U-Net++ with Attention Gate☆11Dec 5, 2021Updated 4 years ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆50Feb 27, 2024Updated 2 years ago
- HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation☆23Mar 15, 2023Updated 3 years ago
- MICCAI2020: self domain adapted network☆18Jun 30, 2021Updated 4 years ago
- ☆35Nov 27, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Change Detection towards Bitemporal Quality Difference via Hierarchical Correlation Distillation☆10Apr 30, 2024Updated 2 years ago
- This is the official code of MICCAI23 paper "Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature …☆37Sep 27, 2023Updated 2 years ago
- A coronary artery pathology rating system based on Syntax scoring system☆11May 7, 2022Updated 4 years ago
- Pre-processing and post-processing for biomedical image analysis☆18Dec 11, 2024Updated last year
- ☆15Dec 11, 2023Updated 2 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆332Mar 7, 2022Updated 4 years ago
- Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge (IEEE Transactions on Medical Imaging 2021))☆18Apr 22, 2026Updated 2 weeks ago