Papers matching “deep learning image segmentation” 169
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Technical and clinical validation of a novel deep learning-based white matter hyperintensity segmentation tool2025 Cerebral Circulation - Cognition and Behavior article Computer Science Medical Image Segmentation Techniques Open access
Benno G. Gesierich, Lukas Pirpamer, Dominik Meier, Michael Amann, Minne N. Cerfontaine, Frank‐Erik de Leeuw, +8 more
7citations -
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 -
Advanced deep learning methodology for accurate, real-time segmentation of high-resolution intravascular ultrasound images2021 International Journal of Cardiology article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Retesh Bajaj, Xingru Huang, Yakup Kilic, Anantharaman Ramasamy, Ajay Jain, Mick Ozkor, +12 more
49citations -
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 -
MRI Manufacturer Shift and Adaptation: Increasing the Generalizability of Deep Learning Segmentation for MR Images Acquired with Different Scanners2020 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access cited by 5 patents
Wenjun Yan, Lu Huang, Liming Xia, Shengjia Gu, Fuhua Yan, Yuanyuan Wang, +1 more
68citations -
Fully automatic cardiac four chamber and great vessel segmentation on CT pulmonary angiography using deep learning2022 Frontiers in Cardiovascular Medicine article Computer Science Medical Image Segmentation Techniques Open access
Michael J. Sharkey, Jonathan Christopher Taylor, Samer Alabed, Krit Dwivedi, Kavita Karunasaagarar, Christopher Johns, +10 more
39citations -
Subcortical Segmentation of the Fetal Brain in 3D Ultrasound using Deep Learning2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Medical Image Segmentation Techniques Open access
Linde S. Hesse, Moska Aliasi, Felipe A. Moser, Monique C. Haak, Weidi Xie, Mark Jenkinson, +1 more
4citations -
Multi-Objective Deep-Learning-based Biomechanical Deformable Image Registration with MOREA2025 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Georgios Andreadis, Eduard Ruiz Munné, Thomas Bäck, Peter A. N. Bosman, Tanja Alderliesten
1citations -
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge2023 IEEE Journal of Biomedical and Health Informatics article Computer Science Medical Image Segmentation Techniques Open access
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, +34 more
90citations -
OP08.03: Success rate of the subcortical 3D fetal brain segmentation using deep learning algorithms2022 Ultrasound in Obstetrics and Gynecology conference-abstract Computer Science Medical Image Segmentation Techniques
Moska Aliasi, Lukas Hesse, M.K. Wyburd, Maartje C. Snoep, Ana I. L. Namburete, Monique C. Haak
0citations -
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-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