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List of works by Nikolas Lessmann

Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence

scientific article published on 30 July 2020

Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison

scientific article published on 08 October 2021

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

scientific article published on 19 November 2019

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

scientific article published in February 2018

Automatic brain tissue segmentation in fetal MRI using convolutional neural networks

scientific article published on 07 June 2019

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

scientific article published on 24 April 2018

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

scientific article published on 27 July 2019

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

scientific article published in PLoS ONE

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

scientific article published on 11 February 2020

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

scientific article published on 26 November 2017

Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT

scientific article published on 18 February 2019

Impact of automatically detected motion artifacts on coronary calcium scoring in chest computed tomography

scientific article published on 01 October 2018

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

scientific article published on 12 February 2019

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

scientific article published on 16 January 2019

The Association Between Marital Status, Coronary Computed Tomography Imaging Biomarkers, and Mortality in a Lung Cancer Screening Population

scientific article published on 22 October 2019

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