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Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

Medical image analysis, 2019-04, Vol.53, p.142-155

2019

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Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols

Radiology, 2020-04, Vol.295 (1), p.66-79

2020

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Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence

Radiology, 2021-01, Vol.298 (1), p.E18-E28

2021

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High levels of osteoprotegerin are associated with coronary artery calcification in patients suspected of a chronic coronary syndrome

Scientific reports, 2021-09, Vol.11 (1), p.18946-18946, Article 18946

2021

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Six months vitamin K treatment does not affect systemic arterial calcification or bone mineral density in diabetes mellitus 2

European journal of nutrition, 2021-04, Vol.60 (3), p.1691-1699

2021

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Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images

PloS one, 2018-12, Vol.13 (12), p.e0209318-e0209318

2018

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Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial

The European respiratory journal, 2017-04, Vol.49 (4), p.1601814-1601814

2017

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Lumbar spine segmentation in MR images: a dataset and a public benchmark

Scientific data, 2024-03, Vol.11 (1), p.264-264, Article 264

2024

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Learning coronary artery calcium scoring in coronary CTA from non-contrast CT using unsupervised domain adaptation

Frontiers in cardiovascular medicine, 2022-09, Vol.9, p.981901-981901

2022

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Feasibility of respiratory motion-compensated stereoscopic X-ray tracking for bronchoscopy

International journal for computer assisted radiology and surgery, 2014-03, Vol.9 (2), p.199-209

2014

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Automated calcium scores collected during myocardial perfusion imaging improve identification of obstructive coronary artery disease

International journal of cardiology. Heart & vasculature, 2020-02, Vol.26, p.100434-100434, Article 100434

2020

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Multifocal cardiovascular calcification in patients with established cardiovascular disease; prevalence, risk factors, and relation with recurrent cardiovascular disease

International journal of cardiology. Heart & vasculature, 2020-04, Vol.27, p.100499-100499, Article 100499

2020

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The effect of deep learning-based lesion segmentation on failure load calculations of metastatic femurs using finite element analysis

Bone (New York, N.Y.), 2024-02, Vol.179, p.116987-116987, Article 116987

2024

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CNN-based lung CT registration with multiple anatomical constraints

Medical image analysis, 2021-08, Vol.72, p.102139-102139, Article 102139

2021

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Automatic Brand Identification of Orthopedic Implants from Radiographs: Ready for the Next Step?

Radiology. Artificial intelligence, 2022-03, Vol.4 (2), p.e220008-e220008

2022

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Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT

IEEE transactions on medical imaging, 2019-09, Vol.38 (9), p.2127-2138

2019

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Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions

IEEE transactions on medical imaging, 2018-02, Vol.37 (2), p.615-625

2018

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Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis

Medical image analysis, 2018-02, Vol.44 (C), p.72-85

2018

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VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images

Medical image analysis, 2021-10, Vol.73, p.102166-102166, Article 102166

2021

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Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning

IEEE transactions on medical imaging, 2023-03, Vol.42 (3), p.697-712

2023

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Development and validation of AI-based automatic measurement of coronal Cobb angles in degenerative scoliosis using sagittal lumbar MRI

European radiology, 2024-02

2024

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MRI image features with an evident relation to low back pain: a narrative review

European spine journal, 2023-05, Vol.32 (5), p.1830-1841

2023

Volltextzugriff (PDF)

Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers

JACC. Cardiovascular imaging, 2019-09, Vol.12 (9), p.1808-1817

2019

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Combining pulmonary and cardiac computed tomography biomarkers for disease-specific risk modelling in lung cancer screening

The European respiratory journal, 2021-09, Vol.58 (3), p.2003386

2021

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Scan-based competing death risk model for re-evaluating lung cancer computed tomography screening eligibility

The European respiratory journal, 2022-05, Vol.59 (5), p.2101613

2022

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Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols

Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence

High levels of osteoprotegerin are associated with coronary artery calcification in patients suspected of a chronic coronary syndrome

Six months vitamin K treatment does not affect systemic arterial calcification or bone mineral density in diabetes mellitus 2

Coronary calcium scoring with partial volume correction in anthropomorphic thorax phantom and screening chest CT images

Computed tomographic findings in subjects who died from respiratory disease in the National Lung Screening Trial

Lumbar spine segmentation in MR images: a dataset and a public benchmark

Learning coronary artery calcium scoring in coronary CTA from non-contrast CT using unsupervised domain adaptation

Feasibility of respiratory motion-compensated stereoscopic X-ray tracking for bronchoscopy

Automated calcium scores collected during myocardial perfusion imaging improve identification of obstructive coronary artery disease

Multifocal cardiovascular calcification in patients with established cardiovascular disease; prevalence, risk factors, and relation with recurrent cardiovascular disease

The effect of deep learning-based lesion segmentation on failure load calculations of metastatic femurs using finite element analysis

CNN-based lung CT registration with multiple anatomical constraints

Automatic Brand Identification of Orthopedic Implants from Radiographs: Ready for the Next Step?

Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT

Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions

Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis

VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images

Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning

Development and validation of AI-based automatic measurement of coronal Cobb angles in degenerative scoliosis using sagittal lumbar MRI

MRI image features with an evident relation to low back pain: a narrative review

Sex Differences in Coronary Artery and Thoracic Aorta Calcification and Their Association With Cardiovascular Mortality in Heavy Smokers

Combining pulmonary and cardiac computed tomography biomarkers for disease-specific risk modelling in lung cancer screening

Scan-based competing death risk model for re-evaluating lung cancer computed tomography screening eligibility

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