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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 -
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 -
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 -
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 -
Clinical-Grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning2020 Gastroenterology article Medicine Genetic factors in colorectal cancer Open access cited by 10 patents
Amelie Echle, Heike Irmgard Grabsch, Philip Quirke, Piet A. van den Brandt, Nicholas Paul West, Gordon G. A. Hutchins, +17 more
395citations -
Deep learning image enhancement algorithms in PET/CT imaging: a phantom and sarcoma patient radiomic evaluation2025 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Lara M. Bonney, Gijsbert M. Kalisvaart, Floris H. P. van Velden, Kevin Martin Bradley, Andrew Bassim Hassan, Willem Grootjans, +1 more
8citations -
Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma2024 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Laurens S. ter Maat, Rob A. J. de Mooij, Isabella A.J. van Duin, Joost J.C. Verhoeff, Sjoerd Geert Elias, Tim Leiner, +20 more
2citations -
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning2022 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Alireza Vafaei Sadr, Yazdan Salimi, Amirhossein Sanaat, Mehdi Amini, Behrooz Razeghi, +7 more
54citations -
Deep‐learning model for prenatal congenital heart disease screening generalizes to community setting and outperforms clinical detection2023 Ultrasound in Obstetrics and Gynecology article Medicine Artificial Intelligence in Healthcare and Education Open access
Chinmayee Athalye, Amber E. L. van Nisselrooij, Syed Shamair Ali Rizvi, Monique C. Haak, Anita J. Moon‐Grady, Rima Arnaout
45citations -
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 -
Automated whole-heart volumetrics and haemodynamics from 4D flow CMR magnitude images: development and validation of a deep learning model2026 European Heart Journal - Imaging Methods and Practice article Medicine Cardiac Imaging and Diagnostics Open access
Alexander Gall, Ciaran Grafton‐Clarke, Rui Li, Zia Mehmood, Bahman Kasmai, Marina L. Hughes, +5 more
0citations