Papers matching “deep learning image segmentation” 324
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Machine Learning Algorithms in Neuroimaging: An Overview2021 Acta neurochirurgica. Supplementum book-chapter Medicine Artificial Intelligence in Healthcare and Education
Vittorio Stumpo, Julius M. Kernbach, Christiaan Hendrik Bas van Niftrik, Martina Sebök, Jorn Fierstra, Luca Regli, +2 more
16citations -
CMRINet: Joint Groupwise Registration and Segmentation for Cardiac Function Quantification from Cine-MRI2025 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Mohamed S. Elmahdy, Marius Staring, Patrick J. H. de Koning, Samer Alabed, Mahan Salehi, Faisal Alandejani, +4 more
0citations -
A Comparative Study of Supervised and Self-Supervised Denoising Techniques for Defect Segmentation in Industrial CT Imaging2025 e-Journal of Nondestructive Testing article Computer Science Image and Signal Denoising Methods Open access
Virginia Florian, Jiayang Shi, Willem Jan Palenstijn, Daniël M. Pelt, K. Joost Batenburg, Thomas Lang, +5 more
0citations -
High interstudy repeatability of automatic deep learnt biventricular CMR measurements2021 European Heart Journal - Cardiovascular Imaging article Computer Science Medical Image Segmentation Techniques
Samer Alabed, Kavita Karunasaagarar, Faisal Alandejani, Pankaj Garg, Johanna Uthoff, Peter Metherall, +6 more
0citations -
Optimization of hepatic vasculature segmentation from contrast-enhanced MRI, exploring two 3D Unet modifications and various loss functions3citations
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Automatic landmark correspondence detection in medical images with an application to deformable image registration2023 Journal of medical imaging article Computer Science Medical Image Segmentation Techniques Open access
Monika Grewal, Jan Wiersma, Henrike G. Westerveld, Peter A. N. Bosman, Tanja Alderliesten
15citations -
A deep learning-based comparative MRI model to detect inflammatory changes in rheumatoid arthritis2023 Biomedical Signal Processing and Control article Computer Science Medical Image Segmentation Techniques Open access
Tahereh Hassanzadeh, Denis P. Shamonin, Yanli Li, Doortje I Krijbolder, M. Reijnierse, Annette H M van der Helm–van Mil, +1 more
10citations -
Improving Error Detection in Deep Learning Based Radiotherapy Autocontouring Using Bayesian Uncertainty2022 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques
Prerak Mody, Nicolas F. Chaves-de-Plaza, Klaus Hildebrandt, Marius Staring
4citations -
Region of Interest Segmentation and Morphological Analysis for Membranes in Cryo-Electron Tomography2026 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access
Xingyi Cheng, Julien Maufront, Aurélie Di Cicco, Daniël M. Pelt, Manuela Dezi, Daniel Lévy
0citations -
Automation of Ultrasonic Monitoring for Resistance Spot Welding Using Deep Learning2026 Journal of Manufacturing and Materials Processing article Engineering Welding Techniques and Residual Stresses Open access
Ryan Scott, Sheida Sarafan, Lukas Behnen, Andriy M. Chertov, Priti Wanjara, Roman Gr. Maev
3citations -
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge2025 The Journal of Machine Learning for Biomedical Imaging article Neuroscience Brain Tumor Detection and Classification Open access
Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Pierre Nedelec, Nourel Hoda Tahon, +87 more
11citations -
Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling2021 Crystals article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Patrick Trampert, Dmitri Rubinstein, Faysal Boughorbel, Christian Schlinkmann, Maria Luschkova, Philipp Slusallek, +2 more
40citations -
An External, Independent Validation of anO-(2-[18F]Fluoroethyl)-l-Tyrosine PET Automatic Segmentation Network on a Single-Center, Prospective Dataset of Patients with Glioblastoma2025 Journal of Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access
Nathaniel Barry, Jake Kendrick, Pejman Rowshanfarzad, Ghulam Mubashar Hassan, Roslyn J. Francis, Nicholas W. Bucknell, +8 more
5citations -
Auto-segmentation models used for manuscript: "NTCP models predicting acute and late bowel toxicity after total neoadjuvant treatment or chemoradiation for locally advanced rectal cancer in the RAPIDO trial"0citations
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Fully Automated 3D Vestibular Schwannoma Segmentation with and without Gadolinium-based Contrast Material: A Multicenter, Multivendor Study2022 Radiology Artificial Intelligence article Neuroscience Brain Tumor Detection and Classification Open access
Olaf M. Neve, Yunjie Chen, Qian Tao, Stephan R. Romeijn, Nick P. de Boer, Willem Grootjans, +6 more
42citations -
Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access
Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more
8citations