Ms Sophia Chien


NameMs Sophia Chien
Job titleSponsored Visiting Scholar GAE
Research institute
Primary appointmentComputer Science
Email addresssophie47@mdx.ac.uk
Contact categoryAcademic staff (past)

Research outputs

An exploratory study of multi-channel CNN for early detection of lung cancer from longitudinal healthcare records

Chien, C.-H., Chang, S.-C., Chang, Y.-C. and Li, Y.-C. 2026. An exploratory study of multi-channel CNN for early detection of lung cancer from longitudinal healthcare records. Scientific Reports. https://doi.org/10.1038/s41598-026-52173-8

Longitudinal multisource clinical model for early lung cancer risk stratification and screening

Chien, C.-H., Chang, S.-C., Chang, Y.-C. and Li, Y.-C. 2026. Longitudinal multisource clinical model for early lung cancer risk stratification and screening. BMJ Health & Care Informatics. 33 (1). https://doi.org/10.1136/bmjhci-2025-101989

Early detection of female-specific cancers using longitudinal healthcare records with a multichannel convolutional neural network

Chien, C.-H., Chang, S.-C., Chang, Y. and Li, Y. 2026. Early detection of female-specific cancers using longitudinal healthcare records with a multichannel convolutional neural network. BMJ Health & Care Informatics. 33 (1). https://doi.org/10.1136/bmjhci-2025-101874

Using technology acceptance model to explore physicians’ perspectives of clinical decision support system alerts

Chien, S.-C., Chien, C.-H., Chen, C.-Y., Chien, P.-H., Hsu, C.-K., Yang, H.-C. and Li, Y.-C. 2025. Using technology acceptance model to explore physicians’ perspectives of clinical decision support system alerts. BMJ Health & Care Informatics. 32 (1). https://doi.org/10.1136/bmjhci-2024-101128
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