3D CT-Inclusive Deep-Learning Model to Predict Mortality, ICU Admittance, and Intubation in COVID-19 Patients.

"Declarations Ethics ApprovalThis study was performed in line with the principles of the Declaration of Helsinki. Approval was granted by the Ethics Committee Lazio 2 (Date September 16, 2020/No. 0148634/2020). Consent to ParticipateInformed consent was obtained from all individual participants included in the study. Competing InterestsAt the time of the writing of this article, IPV held a beneficial long position in BioNTech SE (BNTX) stock, either through stock ownership, options, or other derivatives. The remaining authors have no relevant financial or non-financial interests to disclose. Competing Interests At the time of the writing of this article, IPV held a beneficial long position in BioNTech SE (BNTX) stock, either through stock ownership, options, or other derivatives. The remaining authors have no relevant financial or non-financial interests to disclose."

"Funding Open access funding provided by Università degli Studi di Roma La Sapienza within the CRUI-CARE Agreement."