Salg, Gabriel Alexander, Ganten, Maria-Katharina, Bucher, Andreas Michael, Kenngott, Hannes Goetz, Fink, Matthias Alexander ORCID: 0000-0002-0189-7070, Seibold, Constantin, Fischbach, Ricarda Elisabeth ORCID: 0000-0002-4433-7145, Schlamp, Kai, Velandia, Carlos Alberto, Fervers, Philipp ORCID: 0000-0003-3663-3486, Doellinger, Felix, Luger, Anna, Afat, Saif, Merle, Uta, Diener, Markus K., Pereira, Philippe L., Penzkofer, Tobias ORCID: 0000-0001-9591-8575, Persigehl, Thorsten, Othman, Ahmed, Heussel, Claus Peter, Baumhauer, Matthias, Widmann, Gerlig, Stathopoulos, Konstantinos, Hamm, Bernd, Vogl, Thomas J., Nikolaou, Konstantin, Kauczor, Hans-Ulrich and Kleesiek, Jens (2021). A reporting and analysis framework for structured evaluation of COVID-19 clinical and imaging data. npj Digit. Med., 4 (1). BERLIN: NATURE PORTFOLIO. ISSN 2398-6352

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Abstract

The COVID-19 pandemic has worldwide individual and socioeconomic consequences. Chest computed tomography has been found to support diagnostics and disease monitoring. A standardized approach to generate, collect, analyze, and share clinical and imaging information in the highest quality possible is urgently needed. We developed systematic, computer-assisted and context-guided electronic data capture on the FDA-approved mint Lesion(TM) software platform to enable cloud-based data collection and real-time analysis. The acquisition and annotation include radiological findings and radiomics performed directly on primary imaging data together with information from the patient history and clinical data. As proof of concept, anonymized data of 283 patients with either suspected or confirmed SARS-CoV-2 infection from eight European medical centers were aggregated in data analysis dashboards. Aggregated data were compared to key findings of landmark research literature. This concept has been chosen for use in the national COVID-19 response of the radiological departments of all university hospitals in Germany.

Item Type: Journal Article
Creators:
CreatorsEmailORCIDORCID Put Code
Salg, Gabriel AlexanderUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Ganten, Maria-KatharinaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Bucher, Andreas MichaelUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kenngott, Hannes GoetzUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Fink, Matthias AlexanderUNSPECIFIEDorcid.org/0000-0002-0189-7070UNSPECIFIED
Seibold, ConstantinUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Fischbach, Ricarda ElisabethUNSPECIFIEDorcid.org/0000-0002-4433-7145UNSPECIFIED
Schlamp, KaiUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Velandia, Carlos AlbertoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Fervers, PhilippUNSPECIFIEDorcid.org/0000-0003-3663-3486UNSPECIFIED
Doellinger, FelixUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Luger, AnnaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Afat, SaifUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Merle, UtaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Diener, Markus K.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Pereira, Philippe L.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Penzkofer, TobiasUNSPECIFIEDorcid.org/0000-0001-9591-8575UNSPECIFIED
Persigehl, ThorstenUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Othman, AhmedUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Heussel, Claus PeterUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Baumhauer, MatthiasUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Widmann, GerligUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Stathopoulos, KonstantinosUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Hamm, BerndUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Vogl, Thomas J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Nikolaou, KonstantinUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kauczor, Hans-UlrichUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kleesiek, JensUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
URN: urn:nbn:de:hbz:38-603876
DOI: 10.1038/s41746-021-00439-y
Journal or Publication Title: npj Digit. Med.
Volume: 4
Number: 1
Date: 2021
Publisher: NATURE PORTFOLIO
Place of Publication: BERLIN
ISSN: 2398-6352
Language: English
Faculty: Unspecified
Divisions: Unspecified
Subjects: no entry
Uncontrolled Keywords:
KeywordsLanguage
Health Care Sciences & Services; Medical InformaticsMultiple languages
URI: http://kups.ub.uni-koeln.de/id/eprint/60387

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