Papers matching “deep learning image classification” 26
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Rheumatoid arthritis classification and prediction by consistency-based deep learning using extremity MRI scans2024 Biomedical Signal Processing and Control article Medicine Rheumatoid Arthritis Research and Therapies Open access
Yanli Li, Tahereh Hassanzadeh, Denis P. Shamonin, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel
16citations -
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 -
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 -
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 -
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 -
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 -
Automated quantification of the pulmonary vasculature in pulmonary embolism and chronic thromboembolic pulmonary hypertension2023 Pulmonary Circulation article Medicine Pulmonary Hypertension Research and Treatments Open access
Gudula J.A.M. Boon, Marius Staring, Lisette F. van Dam, Lucia J.M. Kroft, Irene Hernandez Giron, Maarten K. Ninaber, +6 more
5citations -
Implications of computed tomography reconstruction algorithms on coronary atheroma composition: A head-to-head comparison with multimodality near-infrared spectroscopy intravascular ultrasound imaging2025 Journal of cardiovascular computed tomography article Medicine Cardiac Imaging and Diagnostics Open access
Nathan Angelo Lecaros Yap, Xingwei He, İbrahi̇m Hali̇l Tanboğa, Anantharaman Ramasamy, Sotiris Kyriakou, Pieter H. Kitslaar, +12 more
2citations