15 results on '"Nikolas Lessmann"'
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2. Transfer learning from a sparsely annotated dataset of 3D medical images.
3. Kidney abnormality segmentation in thorax-abdomen CT scans.
4. Lumbar spine segmentation in MR images: a dataset and a public benchmark.
5. VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images.
6. Random smooth gray value transformations for cross modality learning with gray value invariant networks.
7. Constraining Volume Change in Learned Image Registration for Lung CTs.
8. Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation Study.
9. Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT.
10. Automatic brain tissue segmentation in fetal MRI using convolutional neural networks.
11. Iterative fully convolutional neural networks for automatic vertebra segmentation.
12. Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning.
13. Direct and Real-Time Cardiovascular Risk Prediction.
14. Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis.
15. Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions.
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