jRCT ロゴ

臨床研究等提出・公開システム

Top

Japanese

Sept. 22, 2021

Sept. 22, 2021

jRCT1050210089

COVID Triage Machine Learning Algorithm Using CT Images
Multicenter Observational Study (AICOVID study)

COVID Triage AI Algorithm Using CT Images (AICOVID study)

Okada Naoki

Osaka General Medical Center

3-1-56,Bandaihigashi,Sumiyoshi,Osaka

+81-6-6692-1201

wggdilp@gmail.com

Okada Naoki

Osaka General Medical Center

3-1-56,Bandaihigashi,Sumiyoshi,Osaka

+81-6-6692-1201

wggdilp@gmail.com

Recruiting

Oct. 07, 2020

Oct. 07, 2020
3000

Observational

Three groups of patients will be included in the study: patients with COVID and patients with pneumonia due to other infectious diseases who visited the Emergency Department or were admitted to the Emergency Department of the Osaka General Medical Center, and patients who had a chest CT scan as a screening (e.g., trauma patients with a normal chest CT image as a result). Patients at other participating centers will be selected according to the above criteria.

(1) Patients who have refused to use the information after reading the information disclosure document
(2) Patients for whom the scope of imaging was inappropriate
(3) Patients with other data deficiencies
(4) Patients deemed inappropriate by the researcher.

No limit
No limit

Both

COVID-19,SARS-CoV-2

COVID-19,SARS-CoV-2

Predictive ability of a machine learning model that automatically analyzes laboratory images of COVID patients for COVID infection
Comparison with the ability of emergency department physicians to predict COVID infection

Comparison of predictive ability in disease severity

Osaka General Medical Center
Mitsubishi Research Institute, Inc.
Applicable
Osaka General Medical Center Clinical medicine Ethics Committee
3-1-56,Bandaihigashi,Sumiyoshi,Osaka, Osaka

+81-6-6692-1201

kenkyu-crb@gh.opho.jp
Approval

Oct. 07, 2020

No

none