Multimodal tensor-based method for integrative and continuous patient monitoring during postoperative cardiac care. - Larry Hernandez; Renaid B. Kim; Neriman Tokcan; Harm Derksen; Ben E. Biesterveld; Alfred Croteau; Aaron M. Williams; Michael Mathis; Kayvan Najarian; Jonathan Gryak (Artif. Intell. Medicine, 2021)

Generalizability of an acute kidney injury prediction model across health systems. - Jie Cao 015; Xiaosong Zhang; Vahakn Shahinian; Huiying Yin; Diane Steffick; Rajiv Saran; Susan Crowley; Michael Mathis; Girish N. Nadkarni; Michael Heung; Karandeep Singh (Nat. Mac. Intell., 2022)

EvolveFNN: An Interpretable Framework for Early Detection Using Longitudinal Electronic Health Record Data. - Yufeng Zhang; Emily Wittrup; Matthew Hodgman; Michael Mathis; Kayvan Najarian (IEEE J. Biomed. Health Informatics, 2025)