cardiac-segmentation 开源项目推荐（48 个）

baumgach /acdc_segmenter

Public code for our submission to the 2017 ACDC Cardiac Segmentation challenge

vuptran /cardiac-segmentation

Convolutional Neural Networks for Cardiac Segmentation

Cardiac-MR-Group-Lund /segment-open

Segment Source Distribution

mathpluscode /CineMA

A Vision Foundation Model for Cine Cardiac Magnetic Resonance Imaging

VinAIResearch /3D-UCaps

3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation (MICCAI 2021)

shangqigao /BayeSeg

The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmentation" via Pytorch

TFboys-lzz /MPSCL

This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation", published at IEEE JBHI 2022

sulaimanvesal /PointCloudUDA

[IEEE-TMI 2021] This is our PyTorch implementation for Adapt Everywhere paper on unsupervised domain adaptation using entropy and point-cloud paper.

AlaaLab /ETAB

[ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"

pianoza /LayerEnsembles

The source code for the Layer Ensembles paper published in MICCAI 2022 (Singapore).

bragancas /VNet_PyTorch-Atriaseg2018

An image segmentation project using PyTorch to segment the Left Atrium in 3D Late gadolinium enhanced - cardiac MR images of the human heart.

kamruleee51 /TAM

We propose a scalable Temporal Attention Module (TAM) to inject cardiac motion information into segmentation models. TAM captures dynamic changes across temporal frames using multi-headed, cross-temporal attention. It is adaptable across imaging modalities, scalable from 2D to 3D, and adds minimal computational overhead.

sulaimanvesal /CardiacQuanNet

[IEEE-JBHI 2020] TensorFlow/Keras implementation: Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification

arkanandi /Cardiac_Segmentation_ACDC

Deep learning based cardiac segmentation

xhelenfu /CNN_Segmentation_Histology

Segmentation of histological images and fibrosis identification with a convolutional neural network

rutup1595 /Cardiac-Segmentation-Unet

Deep learning has found it's use in the medical imaging community for diagnostic and post processing methods. One such application is the medical image segmentation using Unet.

fshnkarimi /Cardiac-Detection

Predict a bounding box around the heart in X-ray images.

DGWhittaker /Rat-FK3V-files

Rat Fenton-Karma C code and 3D DTI-based geometry files

adinathdukre /BEAT-MVAA

BEAT: Boundary-aware Efficient Anatomy-Transfer for Multimodal Mitral Valve Segmentation (MICCAI 2026 MVAA challenge)

conflick0 /CardiacLab

cardiac segmentation with 3d slicer