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A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging2020 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Zhaohan Xiong, Qing Xia, Zhiqiang Hu, Ning Huang, Cheng Bian, Yefeng Zheng, +38 more
524citations -
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 -
Multi-Scale deep learning framework for cochlea localization, segmentation and analysis on clinical ultra-high-resolution CT images2020 Computer Methods and Programs in Biomedicine article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Floris Heutink, Valentin Koch, Berit M. Verbist, Willem-Jan van der Woude, Emmanuel A. M. Mylanus, Wendy J. Huinck, +2 more
78citations -
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 -
Learning to map 2D ultrasound images into 3D space with minimal human annotation2021 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques cited by 1 patent
Pak-Hei Yeung, Moska Aliasi, Aris T. Papageorghiou, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
55citations -
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 -
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning2020 PLoS ONE article Computer Science Medical Image Segmentation Techniques Open access cited by 3 patents
Lohendran Baskaran, Subhi Jamal Alaref, Gabriel Maliakal, Benjamin C. Lee, Zhuoran Xu, Jeong Won Choi, +31 more
48citations -
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 -
Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC2022 Insights into Imaging article Computer Science Medical Image Segmentation Techniques Open access
Nandita M. deSouza, Aad van der Lugt, Christophe M. Deroose, Ángel Alberich‐Bayarri, Luc M. Bidaut, Laure S Fournier, +23 more
38citations -
Mutual information for unsupervised deep learning image registration2020 SPIE Medical Imaging: Image Processing conference-paper Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Bob D. de Vos, Bas van der Velden, Jörg Sander, Kenneth G. A. Gilhuijs, Marius Staring, Ivana Išgum
35citations -
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer2021 IEEE Access article Computer Science Medical Image Segmentation Techniques Open access cited by 2 patents
Mohamed S. Elmahdy, Laurens Beljaards, Sahar Yousefi, Hessam Sokooti, Fons J. Verbeek, Uulke A. van der Heide, +1 more
35citations -
MR-to-US Registration Using Multiclass Segmentation of Hepatic Vasculature with a Reduced 3D U-Net2020 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Bart R. Thomson, Jasper N. Smit, Oleksandra Ivashchenko, Niels F.M. Kok, Koert F.D. Kuhlmann, Theo J. M. Ruers, +1 more
31citations -
Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access
Ruisheng Su, Matthijs van der Sluijs, Sandra Adriana Cornelissen, Geert J. Lycklama, Jeannette Hofmeijer, Charles B.L.M. Majoie, +6 more
29citations -
itk-elastix: Medical image registration in Python2023 Proceedings of the Python in Science Conferences conference-paper Computer Science Medical Image Segmentation Techniques Open access
Niels Dekker, Viktor van der Valk, Tom Birdsong, Dženan Zukić, Stefan Klein, Marius Staring, +1 more
28citations -
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 -
Registration methods for surgical navigation of the mandible: a systematic review2022 International Journal of Oral and Maxillofacial Surgery review Computer Science Medical Image Segmentation Techniques Open access
A. F. de Geer, Susan G. Brouwer de Koning, Maarten J. A. van Alphen, Stevie van der Mierden, Charlotte L. Zuur, Fijs W. B. van Leeuwen, +3 more
28citations -
Ultrasound-based navigation for open liver surgery using active liver tracking2022 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques
Jasper N. Smit, Koert F.D. Kuhlmann, Oleksandra Ivashchenko, Bart R. Thomson, Thomas Langø, Niels F.M. Kok, +2 more
27citations -
Temporally coherent cardiac motion tracking from cine MRI: Traditional registration method and modern CNN method2020 Medical Physics article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Mengyun Qiao, Yuanyuan Wang, Yi Guo, Lu Huang, Liming Xia, Qian Tao
23citations