Acute Stress Detection Using Recurrence Quantification Analysis of Electroencephalogram (EEG) Signals. - Miaolin Fan; Mohammad Samie Tootooni; Rajesh Sharma Sivasubramony; Vladimir Miskovic; Prahalada K. Rao; Chun-An Chou (BIH, 2016)

Graph Theoretic Compressive Sensing Approach for Classification of Global Neurophysiological States from Electroencephalography (EEG) Signals. - Mohammad Samie Tootooni; Miaolin Fan; Rajesh Sharma Sivasubramony; Chun-An Chou; Vladimir Miskovic; Prahalada K. Rao (BIH, 2016)

A Spectral Graph Theoretic Approach for Monitoring Multivariate Time Series Data From Complex Dynamical Processes. - Mohammad Samie Tootooni; Prahalad K. Rao; Chun-An Chou; Zhenyu James Kong (IEEE Trans Autom. Sci. Eng., 2018)

Progressive Multi Class Predictive Modeling of Disposition Decision at Different Care Delivery Stages in an Emergency Department. - Mohammad Samie Tootooni; Kalyan S. Pasupathy; Heather A. Heaton; Casey M. Clements; Mustafa Y. Sir (AMIA, 2019)

CCMapper: An adaptive NLP-based free-text chief complaint mapping algorithm. - Mohammad Samie Tootooni; Kalyan S. Pasupathy; Heather A. Heaton; Casey M. Clements; Mustafa Y. Sir (Comput. Biol. Medicine, 2019)

Vancomycin Dosing in Critically Ill Patients: A Machine Learning Approach. - Mohammad Samie Tootooni; Erin F. Barreto; Kalyan S. Pasupathy; Kianoush B. Kashani (AMIA, 2021)

Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic. - Liam Butler; Ibrahim Karabayir; Mohammad Samie Tootooni; Majid Afshar; Ari Goldberg; Oguz Akbilgic (Int. J. Medical Informatics, 2022)

Discrepancy between perceptions and acceptance of clinical decision support Systems: implementation of artificial intelligence for vancomycin dosing. - Xinyan Liu; Erin F. Barreto; Yue Dong; Chang Liu; Xiaolan Gao; Mohammad Samie Tootooni; Xuan Song; Kianoush B. Kashani (BMC Medical Informatics Decis. Mak., 2023)