Derivation and validation of novel integrated inpatient mortality prediction score for COVID-19 (IMPACT) using clinical, laboratory, and AI—processed radiological parameter upon admission: a multicentre study

Derivation and validation of novel integrated inpatient mortality prediction score for COVID-19 (IMPACT) using clinical, laboratory, and AI—processed radiological parameter upon admission: a multicentre study

Abstract Limited studies explore the use of AI for COVID-19 prognostication. This study investigates the relationship between AI-aided radiographic parameters, clinical and laboratory data, and mortality in hospitalized COVID-19 patients. We conducted a multicentre retrospective study. The derivatio...

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Bibliographic Details
Main Authors: Eric Daniel Tenda, Joshua Henrina, Andry Setiadharma, Dahliana Jessica Aristy, Pradana Zaky Romadhon, Harik Firman Thahadian, Bagus Aulia Mahdi, Imam Manggalya Adhikara, Erika Marfiani, Satriyo Dwi Suryantoro, Reyhan Eddy Yunus, Prasandhya Astagiri Yusuf
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-50564-9

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