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Research

Research

Expertise

  • Heathcare AI

  • LLM Applications

  • Reinforcement Learning

  • Recommender System

  • Statistical Modeling

Selected Publications:

  1. Knights J, Shen H et al. Association of Smartphone Usage Patterns with Sleep and Mental Health Symptoms in a Clinical Cohort Receiving Virtual Behavioral Care: A Retrospective Study, SLEEP Advances, zpad027, 2023.

  2. Knights J, Bangieva V, Passoni M, Donegan M, Shen H et al. A Framework for Precision “Dosing” of Mental Healthcare Services: Algorithm Development and Clinical Pilot, International Journal of Mental Health Systems, 17(1), 21, 2023.

  3. Ueland K, Sanchez SC, Rillamas-Sun E, Shen H et al. A Digital Health Intervention to Improve Nutrition and Physical Activity in Breast Cancer Survivors: Rationale and Design of the Cook and Move for Your Life pilot and Feasibility Randomized Controlled Trial, Contemporary Clinical Trials, 123, p.106993, 2022.

  4. Kwan ML, Cheng RK, Iribarren C, Shen H et al. Risk of Heart Failure with Preserved versus Reduced Ejection Fraction in Women with Breast Cancer, Breast Cancer Research and Treatment, 1-7, 2022.

  5. Marín-Chollom AM, Hale C, Koch P, Gaffney AO, Contento I, Shen H et al. Cognitive Functioning and Health in Hispanic/Latina Breast Cancer Survivors, Journal of Immigrant and Minority Health, 1-8, 2021.

  6. Shen H, Jeong JH, Mell LK. Proportional Relative Hazards Model for Competing Risks Data, medRxiv, 2020.

  7. Mell LK, Shen H et al. Nomogram to Predict the Benefit of Intensive Treatment for Locoregionally Advanced Head and Neck Cancer, Clinical Cancer Research, 25(23), 7078-7088, 2019.

  8. Park A, Alabaster A, Shen H et al. Undertreatment of women with locoregionally advanced head and neck cancer, Cancer, 125(17), 3033-3039, 2019.

  9. Green G, Kim E, Carmona R, Shen H et al. Incidence of Long-Term Esophageal Dilation With Various Treatment Approaches in the Older Head and Neck Cancer Population, Frontiers in oncology, 8, 466, 2018.

  10. Bryant AK, Vitzthum LK, Zakeri K, Shen H et al. Prognostic Role of p16 in Non-oropharyngeal Head and Neck Cancer, International Journal of Radiation Oncology-Biology-Physics, 100(5), 1319, 2018.

  11. Zakeri K, Panjwani N, Carmona R, Shen H et al. Generalized Competing Event Models Can Reduce Cost and Duration of Cancer Clinical Trials, JCO Clinical Cancer Informatics, 2, 1-12, 2018.

  12. Mell LK, Zhang Q, Shen H et al. Generalized Competing Event Regression to Stratify Head and Neck Cancer Patients: Secondary Analysis of NRG Oncology RTOG 9003, 0129, and 0522, International Journal of Radiation Oncology-Biology-Physics, 99(2), S236-S237, 2017.