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Learning-based autonomous navigation, benchmark environments and simulation framework for endovascular interventions2025 Computers in Biology and Medicine article Medicine Surgical Simulation and Training Open access
Lennart Karstensen, Johannes Hatzl, Benjamin M. Jackson, Jens Langejürgen, Katharina Breininger, Christian Uhl, +4 more
8citations -
An Interpretable Machine Learning Model with Deep Learning-based Imaging Biomarkers for Diagnosis of Alzheimer's Disease2023 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Janne M. Papma, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, +6 more
1citations -
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 -
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 -
Deep Reinforcement Learning for Optimizing Angle Selection and Dose Allocation in CT Reconstruction2026 arXiv (Cornell University) preprint Medicine Medical Imaging Techniques and Applications Open access
Tianyuan Wang, Daniel M. Pelt, Felix Lucka, Tristan van Leeuwen, K. Joost Batenburg
0citations -
Deep Reinforcement Learning for Optimizing Angle Selection and Dose Allocation in CT Reconstruction2026 arXiv (Cornell University) preprint Medicine Medical Imaging Techniques and Applications Open access
Tianyuan Wang, Daniel M. Pelt, Felix Lucka, Tristan van Leeuwen, K. Joost Batenburg
0citations -
Deep reinforcement learning for optimising angle selection and dose allocation in CT reconstruction2026 Applied Mathematics in Science and Engineering article Medicine Medical Imaging Techniques and Applications Open access
T Wang, Daniel M. Pelt, Felix Lucka, Tristan van Leeuwen, Kees Joost Batenburg
0citations -
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 -
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 of personalized priors from past MRI scans enables fast, quality-enhanced point-of-care MRI with low-cost systems2025 arXiv (Cornell University) preprint Medicine Advanced MRI Techniques and Applications Open access
Tal Oved, Beatrice Lena, Chloé Najac, Sheng Shen, Matthew Scott Rosen, Efrat Shimron
1citations -
A novel framework for fully automated co-registration of intravascular ultrasound and optical coherence tomography imaging data2026 European Heart Journal - Digital Health article Medicine Coronary Interventions and Diagnostics Open access
Xingwei He, Kit Mills Bransby, Ahmet Emir Ulutaş, Thamil Kumaran S M, Nathan Angelo Lecaros Yap, Gönül Zeren, +15 more
0citations -
Cross-Attention Multimodal Learning for Predicting Response to Neoadjuvant Imatinib in Gastrointestinal Stromal Tumors: A Multicenter Retrospective Study2026 arXiv (Cornell University) preprint Medicine Gastrointestinal Tumor Research and Treatment Open access
Fariba Tohidinezhad, Douwe J. Spaanderman, Natalia Oviedo Acosta, Kaouther Mouheb, Karthik Prathaban, David F. Hanff, +11 more
0citations