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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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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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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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Improving assessment of lesions in longitudinal CT scans: a bi-institutional reader study on an AI-assisted registration and volumetric segmentation workflow

International journal for computer assisted radiology and surgery, 2024, Vol.19 (9), p.1689-1697

2024

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

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

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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, 2024-09, Vol.34 (9), p.5748-5757

2024

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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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AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images

European radiology, 2024-09

2024

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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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Automatic quantification of calcifications in the coronary arteries and thoracic aorta on radiotherapy planning CT scans of Western and Asian breast cancer patients

Radiotherapy and oncology, 2018-06, Vol.127 (3), p.487-492

2018

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Deep Learning-Quantified Calcium Scores for Automatic Cardiovascular Mortality Prediction at Lung Screening Low-Dose CT

Radiology. Cardiothoracic imaging, 2021-04, Vol.3 (2), p.e190219-e190219

2021

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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

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

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

Improving assessment of lesions in longitudinal CT scans: a bi-institutional reader study on an AI-assisted registration and volumetric segmentation workflow

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

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

CNN-based lung CT registration with multiple anatomical constraints

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

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

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

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

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

AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images

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

Identification of Risk of Cardiovascular Disease by Automatic Quantification of Coronary Artery Calcifications on Radiotherapy Planning CT Scans in Patients With Breast Cancer

Automatic quantification of calcifications in the coronary arteries and thoracic aorta on radiotherapy planning CT scans of Western and Asian breast cancer patients

Deep Learning-Quantified Calcium Scores for Automatic Cardiovascular Mortality Prediction at Lung Screening Low-Dose CT

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