Papers matching “deep convolutional neural networks” 23
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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 -
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 -
Deep learning-based prediction of intra-cardiac blood flow in long-axis cine magnetic resonance imaging2023 The International Journal of Cardiovascular Imaging article Medicine Advanced MRI Techniques and Applications Open access
Xiaowu Sun, Li‐Hsin Cheng, Sven Plein, Pankaj Garg, Mehdi Hedjazi Moghari, Rob J. van der Geest
6citations -
Deep learning for prediction of post-thrombectomy outcomes based on admission CT angiography in large vessel occlusion stroke2024 Frontiers in Artificial Intelligence article Medicine Acute Ischemic Stroke Management Open access
Jakob Sommer, Fiona Dierksen, Tal Zeevi, Emily W. Avery, Adrian Mak, Ajay Malhotra, +7 more
10citations -
Mean pulmonary artery pressure prediction with explainable multi-view cardiovascular magnetic resonance cine series deep learning model2024 Journal of Cardiovascular Magnetic Resonance article Medicine Pulmonary Hypertension Research and Treatments Open access
Li‐Hsin Cheng, Xiaowu Sun, Charlie Elliot, Robin Condliffe, David Gerard Kiely, Samer Alabed, +4 more
3citations -
Limitations of Pacemaker Spike Detection in Capacitive ECGs via Deep Learning2023 Current Directions in Biomedical Engineering article Medicine ECG Monitoring and Analysis Open access
Maurice Rohr, Zhaolan Huang, Durmus Umutcan Uguz, Rosalia Dettori, Andreas Napp, Marian Walter, +2 more
0citations -
Personalized local SAR prediction for parallel transmit neuroimaging at 7T from a single T1 ‐weighted dataset2022 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access
Wyger M. Brink, Sahar Yousefi, Prernna Bhatnagar, Rob Remis, Marius Staring, ANDREW G. WEBB
22citations -
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
23 results