Papers matching “deep learning training data” 88
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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 -
Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies2023 NeuroImage Clinical article Medicine Advanced Neuroimaging Techniques and Applications Open access
Santiago Aja‐Fernández, Carmen Martín‐Martín, Álvaro Planchuelo‐Gómez, Abrar Faiyaz, Md Nasir Uddin, Giovanni Schifitto, +38 more
15citations -
Applications of machine learning and deep learning in musculoskeletal medicine: a narrative review2025 European journal of medical research review Medicine Artificial Intelligence in Healthcare and Education Open access
Martina Feierabend, Julius Michael Wolfgart, Maximilian Praster, Marina Danalache, Filippo Migliorini, Ulf Krister Hofmann
11citations -
Rheumatoid Arthritis Classification and Prediction by Consistency-Based Deep Learning Using Extremity MRI Scans2023 SSRN Electronic Journal preprint 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
0citations -
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 -
Influence of deep learning reconstruction on task-based model observer performance in CT: an anthropomorphic head phantom study2022 SPIE Medical Imaging: Image Perception, Observer Performance, and Technology Assessment conference-paper Medicine Medical Imaging Techniques and Applications
Irene Hernandez Giron, Touko T. Kaasalainen, Teemu O. Mäkelä, Juha T.K. Peltonen, Mika Kortesniemi
1citations -
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 -
Predicting Overall Survival of NSCLC Patients with Clinical, Radiomics and Deep Learning Features2026 Journal of Imaging Informatics in Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Hemalatha Kanakarajan, Jikai Zhou, Aiara Lobo Gomes, Petros Kalendralis, Wenjie Liang, Fariba Tohidinezhad, +3 more
4citations -
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 -
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 -
Inverse Filtering for ECG Signal Reconstruction-A Deep Learning Approach2025 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) conference-paper Medicine ECG Monitoring and Analysis
Markus Lueken, Yessine Chaabene, Matthias Daniel Zink, Steffen K. Leonhardt
0citations