Papers matching “deep learning image analysis” 61
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Deep-learning analysis of computed tomography coronary angiography data enables more accurate computation of the shear stress distribution than conventional analysis by experts: A head-to-head comparison with near-infrared spectroscopy-intravascular ultrasound-based modelling
Thamil Kumaran S M, İbrahi̇m Hali̇l Tanboğa, Amear Mohammed, Anantharaman Ramasamy, Andreas P. Kalogeropoulos, Mick Ozkor, +15 more
0citations -
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 -
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 -
A deep learning methodology for fully-automated quantification of calcific burden in high-resolution intravascular ultrasound images2025 The International Journal of Cardiovascular Imaging article Medicine Coronary Interventions and Diagnostics Open access
Xingwei He, Mohamed Mohamed, Nicole Ng, Thamil Kumaran S M, Retesh Bajaj, Nathan Angelo Lecaros Yap, +9 more
3citations -
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 -
A deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images2021 International journal of cardiac imaging article Medicine Coronary Interventions and Diagnostics Open access cited by 3 patents
Retesh Bajaj, Xingru Huang, Yakup Kilic, Ajay Jain, Anantharaman Ramasamy, Ryo Torii, +12 more
29citations -
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 -
Reduction of ADC bias in diffusion MRI with deep learning-based acceleration: A phantom validation study at 3.0 T2024 Magnetic Resonance Imaging article Medicine Advanced MRI Techniques and Applications Open access
Teresa Lemainque, Masami Yoneyama, Chiara Morsch, Elene Iordanishvili, Alexandra Barabasch, Maximilian Franz Schulze-Hagen, +3 more
12citations -
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 -
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement2023 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Yazdan Salimi, Mehdi Maghsudi, Elnaz Jenabi, Sara Harsini, Behrooz Razeghi, +18 more
33citations -
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 Hughes, +5 more
0citations -
Validation of the Incremental Prognostic Value of Deceased Donation Pre-implantation Kidney Transplant Biopsies through Comprehensive Lesion Quantification with Deep Learning
Ziyang Li, Giorgio Buzzanca, Danny van der Helm, Soufian Meziyerh, Ian P.J. Alwayn, Dorottya K. de Vries, +3 more
0citations