Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0001-5736-2115
Scopus Author ID: 56547954000
Impact
Qualifications (Brief)
BEng (Tsinghua University), MSc and PhD (Harvard University)
Biography
Prof. Linyan Li is an Assistant Professor in the Department of Data Science, with a joint appointment in the Department of Infectious Disease and Public Health at City University of Hong Kong. Her research uses data-driven methods from diverse sources, including electronic health records, biobanks, large cohort studies, social media, and satellite imagery, to investigate complex health issues. She has also been actively applying AI-driven approaches to explore the emerging field of digital therapeutics, offering a comprehensive analysis of service innovation and the digital transformation of healthcare, especially for the aging population. Prof. Li holds a bachelor's degree from Tsinghua University and a doctoral degree from Harvard University. She is also the recipient of the Melvin W. First Fellowship, the Jack Meyer University Fellowship, and the Dwight D. Eisenhower Fellowship.
Position(s) Available
I am looking for highly motivated students. Please email me your CV and transcripts if you are interested.
Research Interests/Areas
- Health Informatics
- Digital Intervention
- Medical Image Analysis
- Multi-omics
- Health Impact Assessment
- Aging
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations from the last five years
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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Aligning regional carbon neutrality pathways with national climate goals: An integrated analytical framework
Zhang, L. (Co-first Author), Li, M. (Co-first Author), Zhang, Z., Li, L., Yuan, J., Zhu, S., Wang, H., Jia, M., Ruan, J., Pang, L., Gu, Y., Ye, S., Chen, X., Zhang, L., Cai, B. & Wang, J., May 2025, In: Environmental Science and Ecotechnology. 25, 12 p., 100571.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile5 Citations (Scopus)32 Downloads (CityUHK Scholars) -
Cardiovascular-kidney-metabolic syndrome, dementia risk, cognition, and neuroimaging outcomes
He, Q. (Co-first Author), Sun, M. (Co-first Author), Wang, Q., Huang, J., Hu, S., Shen, Y. & Li, L., 15 Feb 2026, In: Journal of Affective Disorders. 395, Part A, 9 p., 120641.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Computational discovery and systematic analysis of protein entangling motifs in nature: from algorithm to database
Deng, P., Zhang, Y., Xu, L., Lyu, J., Li, L., Sun, F., Zhang, W.-B. & Gao, H., 31 Mar 2025, (Online published) In: Chemical Science.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile1 Citation (Scopus)3 Downloads (CityUHK Scholars) -
Deep Learning-Assisted Discovery of Protein Entangling Motifs
Deng, P., Xu, L., Wei, Y., Sun, F., Li, L., Zhang, W.-B. & Gao, H., Mar 2025, In: Biomacromolecules. 26, 3, p. 1520-1529Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Citations (Scopus) -
De Novo Design of Polymers with Specified Properties Using Reinforcement Learning
Zhou, H., Fang, Y., Li, L., Liu, P. & Gao, H., 10 Jun 2025, In: Macromolecules. 58, 11, p. 5477–5486 10 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile
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DON: AI-driven Approaches for Precision Health Management
LI, L. (Principal Investigator / Project Coordinator)
1/07/25 → …
Project: Research
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DON_RMG: AI-driven Approaches for Precision Health Management - RMGS
LI, L. (Principal Investigator / Project Coordinator)
1/07/25 → …
Project: Research
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TDG(CityU): Navigating Dilemmas: A Multimodal Generative AI Framework for Immersive Role-Playing
LI, L. (Principal Investigator / Project Coordinator)
16/06/25 → …
Project: Research
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ECS: Advancing Exposure Assessment of the Built Environment and Studying Its Associations with Various Health Outcomes
LI, L. (Principal Investigator / Project Coordinator)
1/01/24 → …
Project: Research
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YCRG-ExtU-Lead: Toward 2060 Carbon Neutrality: Life-cycle Planning and Design of Photovoltaic Integrated Green Roof (PVIGR) Systems for Hong Kong and the Greater Bay Area
Wang, Z. (Main Project Coordinator [External]) & LI, L. (Principal Investigator / Project Coordinator)
15/06/23 → …
Project: Research