Mohammad Samie Tootooni

According to our database, Mohammad Samie Tootooni authored at least 8 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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., December, 2023

2022

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

2021

Vancomycin Dosing in Critically Ill Patients: A Machine Learning Approach.

Mohammad Samie Tootooni, Erin F. Barreto, Kalyan S. Pasupathy, Kianoush B. Kashani

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

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

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

Proceedings of the AMIA 2019, 2019

2018

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

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

Proceedings of the Brain Informatics and Health - International Conference, 2016

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

Proceedings of the Brain Informatics and Health - International Conference, 2016