Education:
2019, MS in Biostatsitics, University of Michigan, Ann Arbor
2017, BSc in Bioinformatics, Shanghai Jiaotong University
Project
2018 Summer
Hidden Markov Models (Statistical Inference in Hidden Markov Models Using k-Segment Constraints)
Awards:
- 2019, Outstanding First Year Masters Student (Biostatistics)
Papers (partial)
1. Multivariate Dynamic Mediation Analysis under a Reinforcement Learning Framework (submitted).
Lan Luo*,
Chengchun Shi*,
Jitao Wang*,
Zhenke Wu,
Lexin Li (submitted).
►
[paper link]
2. Does the Dosing of Mobile-based Just-in-Time-Adaptive Self-Management Prompts Matter? Preliminary Findings from a Pilot Micro-Randomized Study for Caregivers (2023).
Jitao Wang,
Zhenke Wu,
Sung Won Choi,
Srijan Sen,
Xinghui Yan,
Jennifer Miner,
Angelle Sander,
Angela Lyden,
Johnathan Troost,
Noelle Carlozzi (2023).
► JMIR Formative Research
[paper link]
3. A Reinforcement Learning Framework for Dynamic Mediation Analysis (2023).
Lin Ge,
Jitao Wang,
Chengchun Shi,
Zhenke Wu,
Rui Song (2023).
► ICML
[paper link]
[code]
4. A Robust Test for the Stationarity Assumption in Sequential Decision Making (2023).
Jitao Wang,
Chengchun Shi,
Zhenke Wu.
► ICML
[paper link]
[code]
[pdf]
5. Effectiveness of gamified competition in the context of mHealth intervention for medical interns: a clustered micro-randomized trial (2022).
Jitao Wang,
Yu Fang,
Elena Frank,
Maureen Walton,
Margit Burmeister,
Ambuj Tewari,
Walter Dempsey,
Timothy NeCamp,
Srijan Sen,
Zhenke Wu.
► npj Digital Medicine.
[paper link]
6. An App-Based Just-in-Time-Adaptive Self-Management Intervention for Care Partners: The CareQOL Feasibility Pilot Study (2022).
Noelle Carlozzi,
Sung Won Choi,
Zhenke Wu,
Jonathan Troost,
Angela Lyden,
Jennifer Miner,
Christopher Graves,
Jitao Wang,
Xinghui Yan,
Srijan Sen (2022).
► Rehabilitation Psychology
7. Acceptability and feasibility of an app-based just-in-time-adaptive self-management intervention for care partners: Protocol for the CareQOL pilot trial (2021).
Noelle Carlozzi,
Sung Won Choi,
Zhenke Wu,
Jennifer Miner,
Angela Lyden,
Christopher Graves,
Angelle Sander,
Jitao Wang,
Srijan Sen (2021).
► JMIR: Research Protocol.
[paper link]