Machine Learning Models to Analyze the Effect of Drugs on Neonatal-ICU Length of Stay. - Farzana Islam Adiba; Mohammad Zahidur Rahman (AII, 2022)

Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. - Ruba Sajdeya; Mamoun T. Mardini; Patrick James Tighe; Ronald L. Ison; Chen Bai; Sebastian Jugl; Gao Hanzhi; Kimia Zandbiglari; Farzana Islam Adiba; Almut G. Winterstein; Thomas A Pearson; Robert L. Cook 002; et al. (J. Am. Medical Informatics Assoc., 2023)

Tell Me You're Biased Without Telling Me You're Biased - Toward Revealing Implicit Biases in Medical LLMs. - Farzana Islam Adiba; Rahmatollah Beheshti (CoRR, 2025)