Showing 1–16 of 16 results
/ Date/ Name
Mar 13, 2020Random smooth gray value transformations for cross modality learning with gray value invariant networksJul 25, 2019Vertebra partitioning with thin-plate spline surfaces steered by a convolutional neural networkNov 1, 2017Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutionsOct 4, 2018Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep LearningApr 12, 2018Iterative fully convolutional neural networks for automatic vertebra segmentation and identificationDec 8, 2017Direct and Real-Time Cardiovascular Risk PredictionJan 24, 2020VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT ImagesDec 8, 2021Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learningFeb 12, 2019Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CTNov 24, 2017Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosisJun 21, 2023Lumbar spine segmentation in MR images: a dataset and a public benchmarkJul 5, 2024Semi-Supervised Segmentation via Embedding MatchingNov 8, 2023Transfer learning from a sparsely annotated dataset of 3D medical imagesSep 21, 2020Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation StudyNov 29, 2020CNN-based Lung CT Registration with Multiple Anatomical ConstraintsSep 6, 2023Kidney abnormality segmentation in thorax-abdomen CT scans