Early Prediction of Neoplasms Using Machine Learning: A Study of Electronic Health Records from the Ministry of National Guard Health Affairs in Saudi Arabia. - Asma Abdullah Alfayez; Alvina Grace Lai; Holger Kunz (ICIMTH, 2021)

An informatics consult approach for generating clinical evidence for treatment decisions. - Alvina Grace Lai; Wai Hoong Chang; Constantinos A. Parisinos; Michail Katsoulis; Ruth M. Blackburn; Anoop D. Shah; Vincent Nguyen; Spiros C. Denaxas; George Davey Smith; Tom R. Gaunt; Krishnarajah Nirantharakumar; Murray P. Cox; et al. (BMC Medical Informatics Decis. Mak., 2021)

Evaluating the Feasibility and Acceptability of a GPT-Based Chatbot for Depression Screening: A Mixed-Methods Study. - Zhijun Guo; Alvina Grace Lai; Zhouyiyi Deng; Kezhi Li (AIiH (1), 2024)

Large Language Model for Mental Health: A Systematic Review. - Zhijun Guo; Alvina Lai; Johan Hilge Thygesen; Joseph Farrington; Thomas Keen; Kezhi Li (CoRR, 2024)

Development and Evaluation of HopeBot: an LLM-based chatbot for structured and interactive PHQ-9 depression screening. - Zhijun Guo; Alvina Lai; Julia Ive; Alexandru Petcu; Yutong Wang; Luyuan Qi; Johan H. Thygesen; Kezhi Li (CoRR, 2025)