DETERMINING THE IMPACT OF COVID-19 PROGRESSION

The invention relates to computer-implemented method for determining the impact of COVID-19 progression of a subject patient suffering from COVID-19 on a hospital and its Intensive Care Unit (ICU), comprising: receiving patient data of a subject patient who has been infected with SARS-CoV-2 and hosp...

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Bibliographische Detailangaben
Hauptverfasser:	HOOGE, Jens, BONACCORSO, Guiseppe, LORIO, Sara, RAMOS DOS SANTOS, Thiago, PURTORAB, Marvin, NTHEI MULLI, Justus Jakob, JAPP, Seda Sada
Format:	Patent
Sprache:	eng ; fre ; ger
Schlagworte:	HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS
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Beschreibung
Zusammenfassung:	The invention relates to computer-implemented method for determining the impact of COVID-19 progression of a subject patient suffering from COVID-19 on a hospital and its Intensive Care Unit (ICU), comprising: receiving patient data of a subject patient who has been infected with SARS-CoV-2 and hospitalized, wherein the patient data comprises at least one image of the lung of the subject patient; inputting the patient data into a prediction model trained via machine learning with a set of training data, wherein the prediction model is trained by retrospective data to predict the relationship between visible features of COVID-19 in the lung and at least one characteristic of the COVID-19 progression of the subject patient suffering from COVID-19; receiving, as an output from the prediction model, at least one characteristic of the COVID-19 disease progression of the subject patient suffering from COVID-19.