Infant death prediction using machine learning: A population-based retrospective study. - Zhihong Zhang 005; Qinqin Xiao; Jiebo Luo 001 (Comput. Biol. Medicine, 2023)

UM_FHS at TREC 2024 PLABA: Exploration of Fine-tuning and AI agent approach for plain language adaptations of biomedical text. - Primoz Kocbek; Leon Kopitar; Zhihong Zhang 005; Emirhan Aydin; Maxim Topaz; Gregor Stiglic (TREC, 2024)

Performance of LLMs in Citation Screening: A Comparison Across Datasets with Varied Inclusion Rates. - Zhihong Zhang 005; Mohamad Javad Momeni Nezhad; Pallavi Gupta; Maxim Topaz; Maryam Zolnoori (MedInfo, 2025)

A Scoping Review of Large Language Model Applications in Healthcare. - Zhihong Zhang 005; Mohamad Javad Momeni Nezhad; Seyed Mohammad Bagher Hosseini; Ali Zolnour; Zahra Zonour; Seyedeh Mahdis Hosseini; Maxim Topaz; Maryam Zolnoori (MedInfo, 2025)

Enhancing AI for citation screening in literature reviews: Improving accuracy with ensemble models. - Zhihong Zhang 005; Mohamad Javad Momeni Nezhad; Pallavi Gupta; Ali Zolnour; Hossein Azadmaleki; Maxim Topaz; Maryam Zolnoori (Int. J. Medical Informatics, 2025)

Rapid review: Growing usage of Multimodal Large Language Models in healthcare. - Pallavi Gupta; Zhihong Zhang 005; Meijia Song; Martin Michalowski; Xiao Hu; Gregor Stiglic; Maxim Topaz (J. Biomed. Informatics, 2025)

Beyond human ears: navigating the uncharted risks of AI scribes in clinical practice. - Maxim Topaz; Laura-Maria Peltonen; Zhihong Zhang 005 (npj Digit. Medicine, 2025)

Hearing Health in Home Healthcare: Leveraging LLMs for Illness Scoring and ALMs for Vocal Biomarker Extraction. - Yu-Wen Chen; William Ho; Sasha Vergez; Grace Flaherty; Pallavi Gupta; Zhihong Zhang 005; Maryam Zolnoori; Margaret V. McDonald; Maxim Topaz; Zoran Kostic; Julia Hirschberg (CoRR, 2025)

From Research to Practice in Days, not Decades: Why Leaders Must Act now. - Laura-Maria Peltonen; Maxim Topaz; Zhihong Zhang 005 (J. Medical Syst., 2025)

Advancing healthcare with large language models: A scoping review of applications and future directions. - Zhihong Zhang 005; Mohamad Javad Momeni Nezhad; Seyed Mohammad Bagher Hosseini; Ali Zolnour; Zahra Zonour; Seyedeh Mahdis Hosseini; Maxim Topaz; Maryam Zolnoori (Int. J. Medical Informatics, 2026)