Showing 1–20 of 65 results
/ Date/ Name
Oct 9, 2018Automatic Segmentation of Thoracic Aorta Segments in Low-Dose Chest CTAug 21, 2019CNN-Based Segmentation of the Cardiac Chambers and Great Vessels in Non-Contrast-Enhanced Cardiac CTJun 11, 2019Deep learning analysis of coronary arteries in cardiac CT angiography for detection of patients requiring invasive coronary angiographySep 10, 2021Mesh convolutional neural networks for wall shear stress estimation in 3D artery modelsJan 30, 2025Waveform-Specific Performance of Deep Learning-Based Super-Resolution for Ultrasound Contrast ImagingApr 12, 2018A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT AngiographyApr 3, 2024Vestibular schwannoma growth prediction from longitudinal MRI by time conditioned neural fieldsNov 25, 2025A deep learning model to reduce agent dose for contrast-enhanced MRI of the cerebellopontine angle cisternOct 21, 20223D Human Pose Estimation in Multi-View Operating Room Videos Using Differentiable Camera ProjectionsJul 13, 2022Implicit Neural Representations for Generative Modeling of Living Cell ShapesSep 27, 2018Towards increased trustworthiness of deep learning segmentation methods on cardiac MRIOct 24, 2018Generative adversarial networks and adversarial methods in biomedical image analysisFeb 12, 2019Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CTDec 2, 2021Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical PriorsNov 24, 2017Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosisJul 30, 2024Neural Fields for Continuous Periodic Motion Estimation in 4D Cardiovascular ImagingSep 6, 2023CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translationAug 7, 2025Beyond Pixels: Medical Image Quality Assessment with Implicit Neural RepresentationsOct 7, 2018Coronary Artery Centerline Extraction in Cardiac CT Angiography Using a CNN-Based Orientation ClassifierMar 28, 2024Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips