About the Authors

Tingting Li

Contributed equally to this work with: Tingting Li

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft

Affiliation Department of Ultrasound, Sichuan Cancer Hospital Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

Yanjie Li

Roles Resources, Validation

‡ YL, YY, JL, ZH, LW, WP, TW and ML also contributed equally to this work.

Affiliation Department of Ultrasound, Sichuan Cancer Hospital Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

Yingqi Yang

Roles Software

‡ YL, YY, JL, ZH, LW, WP, TW and ML also contributed equally to this work.

Affiliation Department of Ultrasound, Sichuan Cancer Hospital Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

Juan Li

Roles Formal analysis, Project administration

‡ YL, YY, JL, ZH, LW, WP, TW and ML also contributed equally to this work.

Affiliation Department of Ultrasound, Sichuan Cancer Hospital Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

ZiYue Hu

Roles Supervision, Validation, Visualization

‡ YL, YY, JL, ZH, LW, WP, TW and ML also contributed equally to this work.

Affiliation Department of Ultrasound, Sichuan Cancer Hospital Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

Lu Wang

Roles Investigation, Methodology

‡ YL, YY, JL, ZH, LW, WP, TW and ML also contributed equally to this work.

Affiliation Department of Ultrasound, Sichuan Cancer Hospital Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

Wei Pu

Roles Investigation, Validation

‡ YL, YY, JL, ZH, LW, WP, TW and ML also contributed equally to this work.

Affiliation Department of Ultrasound, Sichuan Cancer Hospital Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

Ting Wei

Roles Formal analysis, Software

‡ YL, YY, JL, ZH, LW, WP, TW and ML also contributed equally to this work.

Affiliation Department of Ultrasound, Sichuan Cancer Hospital Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

Man Lu

Roles Methodology, Writing – review & editing

graceof@163.com

‡ YL, YY, JL, ZH, LW, WP, TW and ML also contributed equally to this work.

Affiliation Department of Ultrasound, Sichuan Cancer Hospital Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China

Competing Interests

The authors have declared that no competing interests exist.