Use of a Deep-Learning Algorithm to Guide Novices in Performing Focused Assessment With Sonography in Trauma

I-Min Chiu; Chun-Hung Richard Lin; Fei-Fei Flora Yau; Fu-Jen Cheng; Hsiu-Yung Pan; Xin-Hong Lin; Chi-Yung Cheng

doi:10.1001/jamanetworkopen.2023.5102

Use of a Deep-Learning Algorithm to Guide Novices in Performing Focused Assessment With Sonography in Trauma

JAMA Netw Open. 2023 Mar 1;6(3):e235102. doi: 10.1001/jamanetworkopen.2023.5102.

Authors

I-Min Chiu^{1

2}, Chun-Hung Richard Lin¹, Fei-Fei Flora Yau², Fu-Jen Cheng², Hsiu-Yung Pan², Xin-Hong Lin², Chi-Yung Cheng^{1

2}

Affiliations

¹ Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan.
² Department of Emergency Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan.

No abstract available

Plain language summary

This quality improvement study compares the diagnostic quality and completion time between ultrasonography operators guided by artificial intelligence vs those without such assistance.

Publication types

Research Support, Non-U.S. Gov't

MeSH terms

Algorithms
Deep Learning*
Humans
Ultrasonography