About the Authors

Sheng-Yao Huang

Affiliation Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan

Chia-En Ko

Affiliation Department of Diagnostic Radiology, Mackay Memorial Hospital of Tan-Shui, Taipei, Taiwan

Gin-Shin Chen

Affiliation Division of Medical Engineering Research, National Health Research Institutes, Miaoli County, Taiwan

I-Fang Chung

ifchung@ym.edu.tw (IFC); fyyang@ym.edu.tw (FYY)

Affiliations Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan, Center for Systems and Synthetic Biology, National Yang-Ming University, Taipei, Taiwan

Feng-Yi Yang

ifchung@ym.edu.tw (IFC); fyyang@ym.edu.tw (FYY)

Affiliations Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei, Taiwan, Biophotonics and Molecular Imaging Research Center, National Yang-Ming University, Taipei, Taiwan

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: GSC IFC FYY. Performed the experiments: CEK. Analyzed the data: SYH. Wrote the paper: SYH IFC FYY. Led and coordinated the investigation: IFC FYY.