Papers matching “deep learning image classification” 130
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A benchmark for neural network robustness in skin cancer classification2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access
Roman Christoph Maron, Justin Gabriel Schlager, Sarah Haggenmüller, Christof V. Kalle, Jochen Sven Utikal, Friedegund Elke Meier, +22 more
65citations -
Artificial intelligence in echocardiography diagnostics – detection of takotsubo syndrome2020 European Heart Journal article Medicine Takotsubo Cardiomyopathy and Associated Phenomena Open access
Davide Di Vece, Fabian Laumer, Moritz Schwyzer, Rebekka Burkholz, L Corinzia, Victoria L. Cammann, +5 more
1citations -
Machine Learning as a Service for DiSSCo’s Digital Specimen Architecture2021 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access
Jonas Grieb, Claus Weiland, Alex Hardisty, Wouter Addink, Sharif Islam, Sohaib Younis, +1 more
7citations -
Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity2023 Frontiers in Psychiatry article Neuroscience Functional Brain Connectivity Studies Open access cited by 1 patent
Sujitha Venkatapathy, Mikhail Votinov, Lisa Wagels, SangYun Kim, Munseob Lee, Ute Habel, +2 more
44citations -
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more
52citations -
An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, +6 more
7citations -
Determination of the Rate Dependence of Damage Formation in Metallic‐Intermetallic Mg–Al–Ca Composites at Elevated Temperature using Panoramic Image Analysis2023 Advanced Engineering Materials article Materials Science Magnesium Alloys: Properties and Applications Open access
Setareh Medghalchi, Muhammad Zubair, Stefanie Sandlöbes-Haut, U. Kerzel, Sandra Korte‐Kerzel
10citations -
Datasets from "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"2024 JuSER (Forschungszentrum Jülich) article Engineering Industrial Vision Systems and Defect Detection Open access
Jan-Lucas Uslu, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer
0citations -
Radiomics: from qualitative to quantitative imaging2020 British Journal of Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Sithin Thulasi Seetha, Turkey Refaee, Relinde I. Y. Lieverse, Renée W. Y. Granzier, Abdalla Ibrahim, Simon Keek, +10 more
384citations -
Analysis of B-Scan Ultrasonography Using Neural Networks to Predict Risk of Fibrosis in Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD)2026 Ultrasound in Medicine & Biology article Medicine Liver Disease Diagnosis and Treatment Open access
J. Stansch, Kien Vu Trung, Valentin Blank, Jakob Nikolas Kather, Moritz Herzog, Tobias Seibel, +5 more
1citations