Papers matching “deep learning segmentation” 54
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Deep learning segmentation model for quantification of infarct size in pigs with myocardial ischemia/reperfusion2024 Basic Research in Cardiology article Computer Science Medical Image Segmentation Techniques Open access
Felix Braczko, Andreas Skyschally, Helmut Raphael Lieder, Jakob Nikolas Kather, Petra Kleinbongard, Gerd Heusch
2citations -
External validation of a deep learning model for automatic segmentation of skeletal muscle and adipose tissue on abdominal CT images2024 British Journal of Radiology article Computer Science Medical Image Segmentation Techniques Open access
David P.J. van Dijk, Leroy Volmer, Ralph Brecheisen, Bibi Martens, Ross Dean Dolan, Adam S. Bryce, +23 more
22citations -
Deep learning based automated left ventricle segmentation and flow quantification in 4D flow cardiac MRI2024 Journal of Cardiovascular Magnetic Resonance article Computer Science Medical Image Segmentation Techniques Open access
Xiaowu Sun, Li‐Hsin Cheng, Sven Plein, Pankaj Kumar Garg, Rob J. van der Geest
28citations -
Deep learning-based instance segmentation on 3D laser triangulation data for inline monitoring of particle size distributions in construction and demolition waste recycling26citations
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Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Ekin Yağış, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, +7 more
25citations -
Deep learning-based auto-segmentation of paraganglioma for growth monitoring2024 SPIE Medical Imaging: Image Perception, Observer Performance, and Technology Assessment conference-paper Computer Science Medical Image Segmentation Techniques Open access
Evi Sijben, Jeroen C. Jansen, Mischa de Ridder, Peter A. N. Bosman, Tanja Alderliesten
2citations -
Extracting ductile cast iron microstructure parameters from fracture surfaces: A deep learning based instance segmentation approach2024 Engineering Fracture Mechanics article Engineering Mechanical Failure Analysis and Simulation Open access
Johannes Tlatlik, Carla Beckmann, Benedikt Rohrmüller, Sebastian Münstermann
10citations -
POS1376 AUTOMATIC SEGMENTATION-FREE INFLAMMATION SCORING IN RHEUMATOID ARTHRITIS FROM MRI USING DEEP LEARNING2024 Annals of the Rheumatic Diseases conference-abstract Medicine Rheumatoid Arthritis Research and Therapies
Yanli Li, Denis P. Shamonin, Tahereh Hassanzadeh, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel
0citations -
Deep learning-enhanced characterization of bubble dynamics in proton exchange membrane water electrolyzers2024 Physical Chemistry Chemical Physics article Energy Electrocatalysts for Energy Conversion Open access
André Colliard-Granero, Keusra Armel Gompou, Christian Rodenbücher, Kourosh Malek, Michael Hermann Eikerling, Mohammad J. Eslamibidgoli
19citations -
Generalizable Deep Learning for the Detection of Incomplete and Complete Retinal Pigment Epithelium and Outer Retinal Atrophy: A MACUSTAR Report2024 Translational Vision Science & Technology article Medicine Retinal Imaging and Analysis Open access
Coen de Vente, Philippe Valmaggia, Carel B. Hoyng, Frank Gerhard Holz, Mohammad Mainul Islam, Caroline C. W. Klaver, +5 more
7citations -
OP0190 QUANTIFICATION OF TENOSYNOVITIS, SYNOVITIS AND BONE MARROW EDEMA IN RHEUMATOID ARTHRITIS FROM WRIST MRIs, BASED ON DEEP LEARNING2024 Annals of the Rheumatic Diseases conference-abstract Computer Science Medical Image Segmentation Techniques
Denis P. Shamonin, Ye Li, Tahereh Hassanzadeh, Marleen E. Bakker, M. Reijnierse, Annette H M van der Helm–van Mil, +1 more
2citations -
From Diagnostic CT to DTI Tractography labels: Using Deep Learning for Corticospinal Tract Injury Assessment and Outcome Prediction in Intracerebral Haemorrhage2024 arXiv (Cornell University) preprint Medicine Intracerebral and Subarachnoid Hemorrhage Research Open access
Olivia N Murray, Hamied A. Haroon, Paul Ryu, Hiren C. Patel, George Harston, Marieke J.H. Wermer, +6 more
0citations -
Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access
Prerak Mody, Nicolas F. Chaves-de-Plaza, Chinmay Rao, Eleftheria Astrenidou, Mischa de Ridder, Nienke Hoekstra, +2 more
2citations -
Deep learning-based predictive modeling of PNPLA3 variant carriers using radiomics data from the UK Biobank2024 Zeitschrift für Gastroenterologie article Medicine Radiomics and Machine Learning in Medical Imaging
Yazhou Chen, Benjamin P. M. Laevens, Teresa Lemainque, Gustav Anton Müller‐Franzes, Daniel Truhn, Carolin Victoria Schneider
0citations