Papers matching “deep learning image analysis” 185
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UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning2023 ACS Nanoscience Au article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
André Colliard-Granero, Jenia Jitsev, Michael Hermann Eikerling, Kourosh Malek, Mohammad J. Eslamibidgoli
12citations -
Particulate impurities in cell-based medicinal products traced by flow imaging microscopy combined with deep learning for image analysis2020 Cytotherapy article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Adam Grabarek, Enes Senel, Tim Menzen, Karin H. Hoogendoorn, Karin Pike‐Overzet, Andrea Hawe, +1 more
24citations -
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 modelling
Thamil Kumaran S M, İbrahi̇m Hali̇l Tanboğa, Amear Mohammed, Anantharaman Ramasamy, Andreas P. Kalogeropoulos, Mick Ozkor, +15 more
0citations -
Evaluation of Gas Bubble Coverage in a Flow Field by Deep Learning-Based Analysis: The Impact of Gas Content on PEM Electrolyzer Performance2025 Journal of The Electrochemical Society article Engineering Fuel Cells and Related Materials Open access
Violeta Karyofylli, André Colliard-Granero, Christoph König, Ali Javed, Michael Hermann Eikerling, Hans Kungl, +3 more
5citations -
Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access
Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof
25citations -
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
3citations -
Revealing Unforeseen Diagnostic Image Features With Deep Learning by Detecting Cardiovascular Diseases From Apical 4‐Chamber Ultrasounds2022 Journal of the American Heart Association article Health Professions Artificial Intelligence in Healthcare Open access
Li‐Hsin Cheng, Pablo B. J. Bosch, Rutger F. H. Hofman, Timo B. Brakenhoff, Eline F. Bruggemans, Rob J. van der Geest, +1 more
14citations -
Comprehensive deep learning-assisted multi-condition analysis of knee MRI studies improves resident radiologist performance2025 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access
Roman Vuskov, Alexander Hermans, M Pixberg, Jonas Müller-Hübenthal, Andreas Brauksiepe, Eric Corban, +6 more
5citations -
Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts
Sarah Volinsky-Fremond, Sonali Andani, Jurriaan Barkey Wolf, Jouke Dijkstra, Sinead Melsbach, Jan J. Jobsen, +18 more
134citations -
Learning to deep learning: statistics and a paradigm test in selecting a UNet architecture to enhance MRI2023 Magnetic Resonance Materials in Physics Biology and Medicine article Medicine Advanced MRI Techniques and Applications Open access
Rishabh Sharma, Panagiotis Tsiamyrtzis, ANDREW G. WEBB, Ernst L. Leiss, Nikolaos V. Tsekos
10citations -
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 -
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 -
Where Position Matters—Deep-Learning–Driven Normalization and Coregistration of Computed Tomography in the Postoperative Analysis of Deep Brain Stimulation2022 Neuromodulation Technology at the Neural Interface article Computer Science Medical Image Segmentation Techniques
Marco Reisert, Bastian Sajonz, Timo Brugger, Peter Christoph Reinacher, Maximilian Frederik Russe, Elias Kellner, +2 more
10citations -
Automated Segmentation of Mitochondria in Virus-Infected Cells Using Deep Learning Models2023 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Matthijs Schrage, Mario-Alin Rus, Marre Niessen, Thomas Burgoyne, Andreia Pinto
1citations -
BeadNet: deep learning-based bead detection and counting in low-resolution microscopy images2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Tim Scherr, Karolin Streule, Andreas Bartschat, Moritz Böhland, Johannes Stegmaier, Markus Reischl, +2 more
5citations