The Liver Tumor Segmentation Benchmark (LiTS)

Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, +106

Medical Image Analysis

The Liver Tumor Segmentation Benchmark (LiTS)

Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, +106

Rare & Special e-Zone (The Hong Kong University of Science and Technology)

Medical Image SegmentationEngineeringTumor SegmentationDiagnostic ImagingImage Analysis +21

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge

Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, +37

IEEE Journal of Biomedical and Health Informatics

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningRight Ventricle Segmentation +21

Multi-Domain Variational Autoencoders for Combined Modeling of MRI-Based Biventricular Anatomy and ECG-Based Cardiac Electrophysiology

Marcel Beetz, Abhirup Banerjee, Vicente Grau

Frontiers in Physiology

Ecg ReconstructionsMachine LearningMri-based Biventricular AnatomyCardiac AnatomyEngineering +21

Interpretable cardiac anatomy modeling using variational mesh autoencoders

Marcel Beetz, Jorge Corral Acero, Abhirup Banerjee, +11

Frontiers in Cardiovascular Medicine

Geometric LearningGeometry CompressionEngineeringMachine LearningCardiac Anatomy +23

Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference

Lei Li, Julià Camps, Zhinuo Jenny Wang, +4

IEEE Transactions on Medical Imaging

EngineeringMachine LearningCardiac Digital TwinsBiomedical EngineeringBiomedical Signal Analysis +19

Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images

Marcel Beetz, Abhirup Banerjee, Julius Ossenberg-Engels, +1

Medical Image Analysis

Cardiac Anatomy ReconstructionImage ReconstructionEngineeringCardiac AnatomyAnatomical Model +21

Biventricular Surface Reconstruction From Cine Mri Contours Using Point Completion Networks

Marcel Beetz, Abhirup Banerjee, Vicente Grau

Image ReconstructionEngineeringBiomedical EngineeringDense 3DImage Analysis +19

Combined Generation of Electrocardiogram and Cardiac Anatomy Models Using Multi-Modal Variational Autoencoders

Marcel Beetz, Abhirup Banerjee, Yuling Sang, +1

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)

Combined GenerationEcg ReconstructionsMachine LearningEngineeringCardiac Anatomy +20

Biomedical image analysis competitions: The state of current participation practice

Matthias Eisenmann, Annika Reinke, Vivienn Weru, +351

arXiv (Cornell University)

Artificial IntelligenceInternational Benchmarking CompetitionsEngineeringMachine LearningMachine Learning Tool +25