Search Results - "Gerke, Paul K."
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Towards automatic pulmonary nodule management in lung cancer screening with deep learning
Published in Scientific reports (19-04-2017)“…The introduction of lung cancer screening programs will produce an unprecedented amount of chest CT scans in the near future, which radiologists will have to…”
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Journal Article -
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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
Published in Radiology (01-01-2021)“…Background The coronavirus disease 2019 (COVID-19) pandemic has spread across the globe with alarming speed, morbidity, and mortality. Immediate triage of…”
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Journal Article -
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Lung-RADS Category 4X: Does It Improve Prediction of Malignancy in Subsolid Nodules?
Published in Radiology (01-07-2017)“…Purpose To evaluate the added value of Lung CT Screening Reporting and Data System (Lung-RADS) assessment category 4X over categories 3, 4A, and 4B for…”
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Deep Learning for Lung Cancer Detection on Screening CT Scans: Results of a Large-Scale Public Competition and an Observer Study with 11 Radiologists
Published in Radiology. Artificial intelligence (01-11-2021)“…To determine whether deep learning algorithms developed in a public competition could identify lung cancer on low-dose CT scans with a performance similar to…”
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Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence
Published in Radiology (30-07-2020)Get full text
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Crowdsourcing as a methodology to obtain large and varied robotic data sets
Published in 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems (01-09-2014)“…For autonomous robots to operate successfully in unknown environments, their computer vision algorithms need to generalize over many different environments…”
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Conference Proceeding -
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Towards automatic pulmonary nodule management in lung cancer screening with deep learning
Published 23-05-2017“…Sci. Rep. 7, 46479; (2017) The introduction of lung cancer screening programs will produce an unprecedented amount of chest CT scans in the near future, which…”
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Journal Article