Papers matching “deep learning image segmentation” 180
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Deep Learning–Based Segmentation and Quantification in Experimental Kidney Histopathology2020 Journal of the American Society of Nephrology article Computer Science AI in cancer detection Open access
Nassim Bouteldja, Barbara M. Klinkhammer, Roman David Bülow, Patrick Droste, Simon Otten, Saskia Freifrau von Stillfried, +12 more
187citations -
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 -
Deep learning based automation of mean linear intercept quantification in COPD research2025 Frontiers in Big Data article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Lars Leyendecker, Anna Louisa Weltin, Florian Nienhaus, Michaela Matthey, Bastian Nießing, Daniela Wenzel, +1 more
2citations -
Deep learning-based 3D reconstruction of dentate nuclei in Friedreich’s ataxia from T2*weighted MR images2025 Machine Learning with Applications article Computer Science Medical Image Segmentation Techniques Open access
Trushal Sardhara, Ravi Dadsena, Roland Can Aydin, R.-D Hilgers, Jörg Bernhard Schulz, Kathrin Reetz, +12 more
1citations -
UTILE-Pore: Deep Learning-Enabled 3D Analysis of Porous Materials in Polymer Electrolyte Membrane-Based Energy Devices2025 Journal of The Electrochemical Society article Engineering Fuel Cells and Related Materials Open access
André Colliard-Granero, Salvatore Ranieri, Aimy Bazylak, Tobias Morawietz, K. Andreas Friedrich, Jasna Janković, +2 more
4citations -
Automated whole-heart volumetrics and haemodynamics from 4D flow CMR magnitude images: development and validation of a deep learning model2026 European Heart Journal - Imaging Methods and Practice article Medicine Cardiac Imaging and Diagnostics Open access
Alexander Gall, Ciaran Grafton‐Clarke, Rui Li, Zia Mehmood, Bahman Kasmai, Marina L. Hughes, +5 more
0citations -
Deep-learning analysis of computed tomography coronary angiography data enables more accurate computation of the shear stress distribution than conventional analysis by experts: A head-to-head comparison with near-infrared spectroscopy-intravascular ultrasound-based modelling2025 Journal of cardiovascular computed tomography article Medicine Cardiac Imaging and Diagnostics Open access
Thamil Kumaran S M, İbrahi̇m Hali̇l Tanboğa, Amear Mohammed, Anantharaman Ramasamy, Andreas S. Kalogeropoulos, Mick Ozkor, +15 more
0citations -
Automatisierte Detektion und Klassifikation von Beatmungs- und Kathetermaterialien in Röntgenaufnahmen des Thorax mittels Deep Learning2023 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren article Medicine COVID-19 diagnosis using AI
Maximilian Franz Schulze-Hagen, Firas Khader, Sven Nebelung, Peter Isfort, Marwin-Jonathan Sähn, Christiane Katharina Kuhl, +1 more
0citations -
Novel near-infrared spectroscopy–intravascular ultrasound-based deep-learning methodology for accurate coronary computed tomography plaque quantification and characterization
Anantharaman Ramasamy, Hessam Sokooti, Xiaotong Zhang, Evangelia Tzorovili, Retesh Bajaj, Pieter H. Kitslaar, +12 more
13citations -
A deep learning methodology for fully-automated quantification of calcific burden in high-resolution intravascular ultrasound images2025 The International Journal of Cardiovascular Imaging article Medicine Coronary Interventions and Diagnostics Open access
Xingwei He, Mohamed Mohamed, Nicole Ng, Thamil Kumaran S M, Retesh Bajaj, Nathan Angelo Lecaros Yap, +9 more
3citations -
Deep learning–based molecular morphometrics for kidney biopsies2021 JCI Insight article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Marina Zimmermann, Martin Klaus, Milagros N. Wong, Ann-Katrin Thebille, Lukas Gernhold, Christoph Kuppe, +13 more
48citations -
Multi-label segmentation of carpal bones in MRI using expansion transfer learning2025 Physics in Medicine and Biology article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Stefan Raith, Matthias Deitermann, Tobias Pankert, Ali Modabber, Frank Hölzle, Frank Hildebrand, +1 more
6citations -
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