Mohammad Samie Tootooni

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Compressive Sensing

Emergency Department

Machine Learning

Graph Theoretic

Top Venues

BMC Medical Informatics Decis. Mak.

Int. J. Medical Informatics

Publications

Xinyan Liu, Erin F. Barreto, Yue Dong, Chang Liu, Xiaolan Gao, Mohammad Samie Tootooni, Xuan Song, Kianoush B. Kashani
Discrepancy between perceptions and acceptance of clinical decision support Systems: implementation of artificial intelligence for vancomycin dosing. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Liam Butler, Ibrahim Karabayir, Mohammad Samie Tootooni, Majid Afshar, Ari Goldberg, Oguz Akbilgic
Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic. Int. J. Medical Informatics 158 (February) (2022)
Mohammad Samie Tootooni, Erin F. Barreto, Kalyan S. Pasupathy, Kianoush Kashani
Vancomycin Dosing in Critically Ill Patients: A Machine Learning Approach. AMIA (2021)
Mohammad Samie Tootooni, Kalyan S. Pasupathy, Heather A. Heaton, Casey M. Clements, Mustafa Y. Sir
Progressive Multi Class Predictive Modeling of Disposition Decision at Different Care Delivery Stages in an Emergency Department. AMIA (2019)
Mohammad Samie Tootooni, Kalyan S. Pasupathy, Heather A. Heaton, Casey M. Clements, Mustafa Y. Sir
CCMapper: An adaptive NLP-based free-text chief complaint mapping algorithm. Comput. Biol. Medicine 113 (2019)
Mohammad Samie Tootooni, Prahalad K. Rao, Chun-An Chou, Zhenyu James Kong
A Spectral Graph Theoretic Approach for Monitoring Multivariate Time Series Data From Complex Dynamical Processes. IEEE Trans Autom. Sci. Eng. 15 (1) (2018)
Miaolin Fan, Mohammad Samie Tootooni, Rajesh Sharma Sivasubramony, Vladimir Miskovic, Prahalada K. Rao, Chun-An Chou
Acute Stress Detection Using Recurrence Quantification Analysis of Electroencephalogram (EEG) Signals. BIH (2016)
Mohammad Samie Tootooni, Miaolin Fan, Rajesh Sharma Sivasubramony, Chun-An Chou, Vladimir Miskovic, Prahalada K. Rao
Graph Theoretic Compressive Sensing Approach for Classification of Global Neurophysiological States from Electroencephalography (EEG) Signals. BIH (2016)