Papers matching “deep convolutional neural networks” 41
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GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, Jurgen A.H.R. Claassen, +5 more
4citations -
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease2025 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, Jurgen A.H.R. Claassen, +5 more
0citations -
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access
Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more
66citations -
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts2021 European Journal of Cancer review Medicine Cutaneous Melanoma Detection and Management Open access
Sarah Haggenmüller, Roman Christoph Maron, Achim Hekler, Jochen Sven Utikal, Catarina Barata, Raymond L. Barnhill, +59 more
269citations -
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 -
OP1 A novel coronary computed tomography angiography deep-learning methodology for coronary atheroma assessment trained using near-infrared spectroscopy-intravascular ultrasound
Anantharaman Ramasamy, Hessam Sokooti, Xiaotong Zhang, Evangelia Tzorovili, Retesh Bajaj, Pieter H. Kitslaar, +12 more
0citations -
Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study2023 arXiv (Cornell University) preprint Medicine Cutaneous Melanoma Detection and Management Open access
Achim Hekler, Roman Christoph Maron, Sarah Haggenmüller, Max Schmitt, Christoph Wies, Jochen Sven Utikal, +25 more
0citations -
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