A risk identification model for detection of patients at risk of antidepressant discontinuation. - Ali Zolnour; Christina E. Eldredge; Anthony Faiola; Yadollah Yaghoobzadeh; Masoud Khani; Doreen Foy; Maxim Topaz; Hadi Kharrazi; Kin Wah Fung; Paul A. Fontelo; Anahita Davoudi; Azade Tabaie; et al. (Frontiers Artif. Intell., 2023)

ADscreen: A speech processing-based screening system for automatic identification of patients with Alzheimer's disease and related dementia. - Maryam Zolnoori; Ali Zolnour; Maxim Topaz (Artif. Intell. Medicine, 2023)

Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings. - Maryam Zolnoori; Sasha Vergez; Sridevi Sridharan; Ali Zolnour; Kathryn H. Bowles; Zoran Kostic; Maxim Topaz (J. Am. Medical Informatics Assoc., 2023)

Utilizing patient-nurse verbal communication in building risk identification models: the missing critical data stream in home healthcare. - Maryam Zolnoori; Sridevi Sridharan; Ali Zolnour; Sasha Vergez; Margaret V. McDonald; Zoran Kostic; Kathryn H. Bowles; Maxim Topaz (J. Am. Medical Informatics Assoc., 2024)

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

Beyond electronic health record data: leveraging natural language processing and machine learning to uncover cognitive insights from patient-nurse verbal communications. - Maryam Zolnoori; Ali Zolnour; Sasha Vergez; Sridevi Sridharan; Ian Spens; Maxim Topaz; James M. Noble; Suzanne Bakken; Julia Hirschberg; Kathryn H. Bowles; Nicole Onorato; Margaret V. McDonald (J. Am. Medical Informatics Assoc., 2025)

LLMCARE: Alzheimer's Detection via Transformer Models Enhanced by LLM-Generated Synthetic Data. - Ali Zolnour; Hossein Azadmaleki; Yasaman Haghbin; Fatemeh Taherinezhad; Mohamad Javad Momeni Nezhad; Sina Rashidi; Masoud Khani; Amirsajjad Taleban; Samin Mahdizadeh Sani; Maryam Dadkhah; James M. Noble; Suzanne Bakken; et al. (CoRR, 2025)