Publications
Publications
Referred Article in Journal
Chen, Y. H.*, Drye, M., Chen*, Q., Fecher, M., Liu, G., & Guthrie, W. (2023). Delay from Screening to Diagnosis in Autism Spectrum Disorder: Results from a Large National Health Research Network. The Journal of pediatrics, 260, 113514. Advance online publication. https://doi.org/10.1016/j.jpeds.2023.113514
Chen, Y. H., Chen, Q., Kong, L., & Liu, G. (2022). Early detection of autism spectrum disorder in young children with machine learning using medical claims data. BMJ Health & Care Informatics, 29(1), e100544. https://doi.org/10.1136/bmjhci-2022-100544
Mukhtarova, N., Alagoz, O., Chen, Y. H., & Hoppe, K. (2021). Evaluation of different blood pressure assessment strategies and cutoff values to predict postpartum hypertension-related readmissions: a retrospective cohort study. American journal of obstetrics & gynecology MFM, 3(1), 100252. https://doi.org/10.1016/j.ajogmf.2020.100252
Working manuscript
Chen, Y. H., and Chen, Q. Optimal Risk Threshold for High-Risk Screening under Capacity in Autism Spectrum Disorder.
Chen, Y. H., Chen, Q., & Guthrie, W. Enhancing early detection of autism by incorporating electronic health records data: A machine learning approach.
* Co-first authors contributed equally to this study.
Conference Oral Presentations
Chen, Y. H., and Chen, Q. Optimize Referral Decisions for Early Diagnosis Under Limited Service Capacity: An Application in Autism Screening. INFORMS Annual Meeting 2023, Pheonix, AZ, USA. Oct 15-18, 2023. (scheduled)
Chen, Y. H., and Chen, Q. Optimizing Screening for Autism under Limited Diagnostic Service Capacity. INFORMS Healthcare Conference 2023, Toronto, ON, CA. Jul 26-28, 2023.
Chen, Y. H., and Chen, Q. Optimize Risk-Based Autism Screening Under Limited Diagnostic Service Capacity. The 44th Annual North American Meeting of Society for Medical Decision Making, Seattle, WA, USA. Oct 23-26, 2022.
Chen, Y. H., and Chen, Q. Optimize Risk-Based Autism Screening Under Limited Diagnostic Service Capacity. INFORMS Annual Meeting 2022, Indianapolis, IN, USA. Oct 16-19, 2022.
Chen, Y. H., and Chen, Q. Optimal Risk Threshold for High-Risk Screening under Capacity. INFORMS Annual Meeting 2021, Anaheim, CA, USA. Oct 24-27, 2021.
Chen, Y. H., Chen, Q., & Liu, G. Risk Prediction and Risk-based Screening for Autism Spectrum Disorder to Improve Early Diagnosis. INFORMS Healthcare Conference 2021, Virtual. Jul 21-23, 2021.
Chen, Y. H., Chen, Q., Kong, L., & Liu, G. Risk Prediction for Autism Spectrum Disorder Screening. INFORMS Annual Meeting 2020, Virtual. Nov 7-13, 2020.
Peer-Reviewed Conference Abstracts
Chen, Y-H., Chen, Q., & Guthrie, W. Evaluating the Impact of Improving Screening Accuracy on Early Diagnosis of Autism Spectrum Disorder. The 45th Annual North American Meeting of Society for Medical Decision Making, Philadelphia, PA, USA. Oct 22-25, 2023. (Abstract submitted)
Chen, Y. H., and Chen, Q. Optimize Risk-Based Autism Screening Under Limited Diagnostic Service Capacity. The 44th Annual North American Meeting of Society for Medical Decision Making, Seattle, WA, USA. Oct 23-26, 2022.
Winner, Bruce Schackman Award for Outstanding Presentation in Health Services, Outcomes, and Policy Research of the Lee B. Lusted Student Prize Competition
Chen, Y. H., Chen, Q., Kong, L., & Liu, G. Early Prediction of Autism Spectrum Disorder Using Health Claims Data. AMIA Annual Symposium 2021, San Diego, CA, USA. Oct 30-Nov 3, 2021.
Chen, Y. H., Chen, Q., Kong, L., & Liu, G. Predicting Diagnosis of Autism Spectrum Disorder Using Health Claims Data in Young Children. International Society for Autism Research 2021 Annual Meeting, Virtual. May 5-8, 2021.
Student/Trainee Awards
Invited Talks and Seminars
Chen, Y. H., and Chen, Q. Optimize Risk-Based Autism Screening Under Limited Diagnostic Service Capacity. Decision Sciences for Child Health Collaborative Watch Party, Society for Medical Decision Making, Virtual. Nov 10, 2022.
Chen, Y. H., Chen, Q., Kong, L., & Liu, G. Predicting Diagnosis of Autism Spectrum Disorder in Young Children Using Health Claims Data. Research Seminar, Graduate Institute of Early Intervention, Chang-Gung University, Virtual. Nov 14, 2021.
Other Presentations
Chen, Y. H., and Chen, Q. Optimize Risk-Based Autism Screening Under Limited Diagnostic Service Capacity. Graduate Exhibition 2023, State College, PA, USA. Mar 22-25, 2022.
Chen, Y. H., Chen, Q., Kong, L., & Liu, G. Predicting Diagnosis of Autism Spectrum Disorder Using Health Claims Data in Young Children. Institute for Computational and Data Sciences Fall 2021 Symposium, University Park, PA, USA. Oct 6-7, 2021.
First Place, Poster Session