Papers matching “deep learning architectures” 24
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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 -
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 -
Abnormality-Driven Representation Learning for Radiology Imaging2025 Lecture notes in computer science conference-paper Medicine Radiomics and Machine Learning in Medical Imaging Open access
Marta Ligero, Tim Lenz, Georg Wölflein, Omar S. M. El Nahhas, Daniel Truhn, Jakob Nikolas Kather
0citations -
The quality of reporting in cardiac MRI artificial intelligence segmentation studies - a systematic review2022 European Heart Journal - Cardiovascular Imaging article Medicine Artificial Intelligence in Healthcare and Education Open access
Samer Alabed, Ahmed Maiter, Mahan Salehi, Sam Jenkins, Michael J. Sharkey, Vera Rakocevic, +7 more
1citations -
Leveraging Vision Transformers with Hyperparameter Optimization for the Classification of Acute Respiratory Distress Syndrome2025 MIPRO ICT and Electronics Convention (MIPRO) conference-paper Medicine COVID-19 diagnosis using AI
Josefine Busch, Chadi Barakat, T. Pauli, Simon Fonck, André Stollenwerk, Sebastian Johannes Fritsch, +1 more
0citations -
Assessment of data consistency through cascades of independently recurrent inference machines for fast and robust accelerated MRI reconstruction2022 Physics in Medicine and Biology article Medicine Advanced MRI Techniques and Applications Open access
Dimitrios Karkalousos, Samantha Noteboom, Hanneke E. Hulst, Franciscus M. Vos, Matthan W.A. Caan
13citations -
Compensating Projection Interpolation Artifacts in Sparse-View CT using a Two- Stage CNN with learnable Upscaling2026 e-Journal of Nondestructive Testing article Medicine Medical Imaging Techniques and Applications Open access
Ammar Alsaffar, Faizan Ahmad, Ahmed Baraka, Steffen Kieß, CT-Lab UG, Jajnabalkya Guhathakurta, +3 more
0citations -
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
24 results