36 results on '"Lessmann, Nikolas"'
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2. The effect of deep learning-based lesion segmentation on failure load calculations of metastatic femurs using finite element analysis
3. MRI image features with an evident relation to low back pain: a narrative review
4. Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning
5. Learning coronary artery calcium scoring in coronary CTA from non-contrast CT using unsupervised domain adaptation
6. Knowledge distillation with ensembles of convolutional neural networks for medical image segmentation
7. Segmentation of vertebrae and intervertebral discs in lumbar spine MR images with iterative instance segmentation
8. Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison
9. Automatic Brand Identification of Orthopedic Implants from Radiographs: Ready for the Next Step?
10. Scan-based competing death risk model for re-evaluating lung cancer computed tomography screening eligibility
11. VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images
12. High levels of osteoprotegerin are associated with coronary artery calcification in patients suspected of a chronic coronary syndrome
13. CNN-based lung CT registration with multiple anatomical constraints
14. Identification of Risk of Cardiovascular Disease by Automatic Quantification of Coronary Artery Calcifications on Radiotherapy Planning CT Scans in Patients With Breast Cancer
15. Deep Learning–Quantified Calcium Scores for Automatic Cardiovascular Mortality Prediction at Lung Screening Low-Dose CT
16. Combining pulmonary and cardiac computed tomography biomarkers for disease-specific risk modelling in lung cancer screening
17. Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence
18. Six months vitamin K treatment does not affect systemic arterial calcification or bone mineral density in diabetes mellitus 2
19. Multifocal cardiovascular calcification in patients with established cardiovascular disease; prevalence, risk factors, and relation with recurrent cardiovascular disease
20. Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols
21. Automated calcium scores collected during myocardial perfusion imaging improve identification of obstructive coronary artery disease
22. The Association Between Marital Status, Coronary Computed Tomography Imaging Biomarkers, and Mortality in a Lung Cancer Screening Population
23. Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers
24. Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT
25. Bragatston study protocol: a multicentre cohort study on automated quantification of cardiovascular calcifications on radiotherapy planning CT scans for cardiovascular risk prediction in patients with breast cancer
26. Iterative fully convolutional neural networks for automatic vertebra segmentation and identification
27. Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning
28. Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images
29. Impact of automatically detected motion artifacts on coronary calcium scoring in chest computed tomography
30. Automatic quantification of calcifications in the coronary arteries and thoracic aorta on radiotherapy planning CT scans of Western and Asian breast cancer patients
31. Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images
32. Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions
33. Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis
34. Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial
35. Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT
36. Feasibility of respiratory motion-compensated stereoscopic X-ray tracking for bronchoscopy
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