Machine learning-based CT radiomics method for predicting hospital stay in patients with pneumonia associated with SARS-CoV-2 infection: a multicenter study

2020180 citationsJournal Articlediamond Open Access

Authors

Hongmei Yue · First Hospital of Lanzhou University

Qian Yu · Zhongda Hospital Southeast University

Chuan Liu · Zhujiang Hospital

Yifei Huang · Southern Medical University

Zicheng Jiang · Ankang City Central Hospital

Chuxiao Shao · Lishui Central Hospital

Hongguang Zhang ·

Abstract

The machine learning-based CT radiomics features and models showed feasibility and accuracy for predicting hospital stay in patients with COVID-19 pneumonia.

Topics & Keywords

Radiomics and Machine Learning in Medical Imaging COVID-19 diagnosis using AI Advanced X-ray and CT Imaging

UN Sustainable Development Goals

Reduced inequalities

Publication Details

Published in: Annals of Translational Medicine

Volume 8, Issue 14, pp. 859-859

DOI: 10.21037/atm-20-3026

Field-Weighted Citation Impact: 17.69