Publications

Advancing Air Pollution Exposure Models with Open-Vocabulary Object Detection and Semantic Segmentation of Street-View Images

Environ Sci Technol.
Yuan Z, Kerckhoffs J, Lin PID, Suel E, Li H, Yi L, Jimenez MP, James P, de Hoogh K, Hoek G, Vermeulen R.

Harnessing Geospatial Artificial Intelligence (GeoAI) for Environmental Epidemiology: A Narrative Review

Curr Environ Health Rep.
Iyer HS, Karasaki S, Yi L, Hswen Y, James P, VoPham T.

Measuring Psychological Well-Being and Behaviors Using Smartphone-Based Digital Phenotyping: An Intensive Longitudinal Observational mHealth Pilot Study Embedded in a Prospective Cohort of Women

JMIR Mhealth Uhealth.
Yi L, Trudel-Fitzgerald C, Hu CR, Wilt G, Chavarro J, Onnela JP, Grodstein F, Kubzansky LD, James P.

Associations of adverse childhood experiences with midlife cardiovascular health in women.

Am J Prev Cardiol
Wang G, Rifas-Shiman SL, Aris IM, Yi L, Manson JE, Chavarro JE, Hivert MF, Oken E, Nichols AR.

Quantification of Differences in Sleep Measurement by a Wrist-Worn Consumer Wearable Compared to Research-Grade Accelerometry and Sleep Diaries of Female Adults in Free-Living Conditions

Nat Sci Sleep.
Hu CR, Delaney C, Chavarro JE, Laden F, Librett R, Katuska L, Kaplan ER, Yi L, Rueschman M, Kossowsky J, Onnela JP, Coull BA, Redline S, James P, Hart JE.

Developing Nationwide Estimates of Built Environment Quality Characteristics Using Street-View Imagery and Computer Vision

Environmental Science & Technology
Larkin A, Huang T, Chen L, Lin PD, Hart JE, Zhang W, Coull BA, Yi L, Suel E, Hankey S, James P, Hystad P

GPS-based street-view greenspace exposure and wearable assessed physical activity in a prospective cohort of US women

International Journal of behavioral nutrition and physical activity
Li Yi, Jaime E Hart, Grete Wilt, Cindy R Hu, Marcia Pescador Jimenez, Pi-I Debby Lin, Esra Suel, Perry Hystad, Steve Hankey, Wenwen Zhang, Jorge E Chavarro, Francine Laden, Peter James

Invited Perspective: How Do Green- and Bluespaces Reduce Heat-Related Health Risks? Gaining New Insights from Street-View Imagery, Deep Learning Models, and Smartphone Data.

Environ Health Perspect
Yi L, James P.

The built environment and cancer survivorship: A scoping review.

Health Place
Chen N, Mita C, Chowdhury-Paulino IM, Shreves AH, Hu CR, Yi L, James P