Papers matching “neural network segmentation” 25
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Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Retinal Imaging and Analysis
Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, +2 more
7citations -
Prediction of Temperature and Loading History Dependent Lumbar Spine Biomechanics Under Cyclic Loading Using Recurrent Neural Networks2023 Annals of Biomedical Engineering article Medicine Spine and Intervertebral Disc Pathology Open access
Nadja Blomeyer, Saurabh Balkrishna Tandale, Luis Fernando Nicolini, Philipp Kobbe, Thomas Pufe, Bernd A. Markert, +1 more
4citations -
Automatic Pulmonary Function Estimation From Chest CT Scans Using Deep Regression Neural Networks: The Relation Between Structure and Function in Systemic Sclerosis
Jingnan Jia, Emiel R. Marges, Jeska Kirsten De Vries-Bouwstra, Maarten K. Ninaber, Lucia J.M. Kroft, Anne A. Schouffoer, +2 more
6citations -
Personalized local SAR prediction for parallel transmit neuroimaging at 7T from a single T1 ‐weighted dataset2022 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access
Wyger M. Brink, Sahar Yousefi, Prernna Bhatnagar, Rob Remis, Marius Staring, ANDREW G. WEBB
22citations -
OP1 A novel coronary computed tomography angiography deep-learning methodology for coronary atheroma assessment trained using near-infrared spectroscopy-intravascular ultrasound
Anantharaman Ramasamy, Hessam Sokooti, Xiaotong Zhang, Evangelia Tzorovili, Retesh Bajaj, Pieter H. Kitslaar, +12 more
0citations -
Towards Artificial Intelligence-Based Decision Support for Large-Scale Screening for Atrial Fibrillation2025 IEEE Journal of Biomedical and Health Informatics article Medicine ECG Monitoring and Analysis Open access
Markus Lueken, Jannik Mettner, Nicolai Spicher, Michael Gramlich, Nikolaus Marx, Steffen K. Leonhardt, +1 more
7citations -
Radiomics feature reproducibility under inter-rater variability in segmentations of CT images2020 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access cited by 1 patent
Christoph Haarburger, Gustav Anton Müller‐Franzes, Leon Weninger, Christiane Katharina Kuhl, Daniel Truhn, Dorit Merhof
136citations -
Can artificial intelligence–derived coronary atherosclerotic characteristics using CCTA/CACS predict the future onset of atrial fibrillation?2024 European Heart Journal - Imaging Methods and Practice article Medicine Atrial Fibrillation Management and Outcomes Open access
Andrew Chiou, Melody H. Hermel, Christina Rodriguez Ruiz, Alexander van Rosendael, Timothy Burton, Francesca Calicchio, +9 more
2citations -
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 -
autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients2021 IEEE Transactions on Medical Imaging article Medicine Acute Ischemic Stroke Management Open access cited by 1 patent
Ruisheng Su, Sandra Adriana Cornelissen, Matthijs van der Sluijs, Adriaan C.G.M. van Es, Wim H. van Zwam, Diederik W.J. Dippel, +5 more
48citations
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