The code of IEEE TMI paper Efficient Medical Image Segmentation Based on Knowledge Distillation
☆64Sep 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
Sorting:
- Advancing Medical Image Segmentation Through Multi-Task and Multi-Scale Contrastive Knowledge Distillation☆20Jun 13, 2024Updated last year
- ☆27Aug 6, 2024Updated last year
- [TMI'2022] SASSL☆14May 4, 2023Updated 2 years ago
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆58Feb 21, 2026Updated 2 weeks ago
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Sep 30, 2022Updated 3 years ago
- An implementation of Knowledge distillation for segmentation, to train a small (student) UNet from a larger (teacher) UNet thereby reduci…☆54May 7, 2020Updated 5 years ago
- [Official Repo] SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensi…☆12May 21, 2025Updated 9 months ago
- HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation☆23Mar 15, 2023Updated 2 years ago
- fused re-parameterisation, inverted bottleneck and partial spatial convolutions☆10Jul 12, 2023Updated 2 years ago
- A knowledge distillation framework for image reconstruction and image restoration in MRI workflow☆23Aug 14, 2023Updated 2 years ago
- ☆14Nov 28, 2021Updated 4 years ago
- Heart Segmentation in Planning CT using 2.5D U-Net++ with Attention Gate☆11Dec 5, 2021Updated 4 years ago
- ☆11Feb 7, 2023Updated 3 years 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
- Pytorch implementation for MICCAI2022 - Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need☆16Aug 4, 2023Updated 2 years ago
- A coronary artery pathology rating system based on Syntax scoring system☆11May 7, 2022Updated 3 years ago
- Source code for the paper "FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street…☆11Mar 8, 2022Updated 4 years ago
- ☆29May 28, 2022Updated 3 years ago
- ☆13Feb 5, 2021Updated 5 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 2 years ago
- Patch-free 3D Medical Image Segmentation☆36Dec 6, 2021Updated 4 years ago
- Nested VNet3D Model for KiTS19——2019 Kidney Tumor Segmentation Challenge☆11Jun 18, 2019Updated 6 years ago
- Code for the paper 'Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation'☆17Jul 6, 2023Updated 2 years ago
- A library for coronary artery reconstruction from angriography, OCT + angiography, (specifically for CFD usage) statistical shape modelli…☆17Mar 10, 2025Updated 11 months ago
- Joint Learning Content and Degradation Aware Embedding for Blind Super-Resolution☆14Oct 20, 2022Updated 3 years ago
- Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation☆16Mar 19, 2023Updated 2 years ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆61Jan 15, 2022Updated 4 years ago
- Weaved deep aggregation network based on NAS☆17Sep 3, 2021Updated 4 years ago
- A New Ensemble Learning Framework for 3D Biomedical Image Segmentation, AAAI, 2019☆16Nov 14, 2018Updated 7 years ago
- ☆18Mar 20, 2023Updated 2 years ago
- Segmentation of liver computed tomography images with a UNET.☆16Mar 29, 2023Updated 2 years ago
- pytorch implementation of graph convolutions for semantic segmentation on ADE20K dataset☆16Oct 7, 2019Updated 6 years ago
- Pre-processing and post-processing for biomedical image analysis☆18Dec 11, 2024Updated last year
- 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
- DeepTumorVQA benchmark (9262 CT images + 395k QA pairs)☆30Jul 8, 2025Updated 8 months ago
- ☆22Oct 22, 2025Updated 4 months ago
- ☆16Aug 26, 2019Updated 6 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆330Mar 7, 2022Updated 4 years ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆76Jul 20, 2023Updated 2 years ago