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Title/s:  Assistant Professor Health Informatics and Data Science

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About

Dr. Tootooni is a researcher, a data scientist, and an engineer with interests in machine learning, natural language processing, operations research,

Selected Publications

Dialysis, COVID-19, Poverty and Race in Greater Chicago: An Ecological Analysis S. Bhayani, et al Kidney medicine 2020

A Sparse Representation Classification Approach for Near Real-Time, Physics-Based Functional Monitoring of Aerosol Jet-Fabricated Electronics R.R. Salary, J.P. Lombardi, D.L. Weerawarne, M.S. Tootooni, P.K. Rao, M.D. Poliks JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING 2020 (8):142

Progressive Multi Class Predictive Modeling of Disposition Decision at Different Care Delivery Stages in an Emergency Department M.S. Tootooni, K.S. Pasupathy, H.A. Heaton, C.M. Clements, M.Y. Sir AMIA 2019

CCMapper: An adaptive NLP-based free-text chief complaint mapping algorithm M.S. Tootooni, K.S. Pasupathy. H.A. Heaton, C.M. Clements, M.Y. Sir Computers in biology and medicine 2019 ;113:103398

1462: The Association Between Acute Kidney Injury and Clinical Outcomes in ICU Patients K. Tgavalekos, et al Critical care medicine 2019 ;47(1):707

Incidence of Acute Kidney Injury Among Critically Ill Patients With Brief Empiric Use of Antipseudomonal B-lactams With Vancomycin D.J. Schreier, et al Clinical Infectious Diseases 2019 ;68(9):1456-1462

In Situ Functional Monitoring of Aerosol Jet-Printed Electronic Devises Using a Combined Sparse Representation-Based Classification (SRC) Approach R. Salary, J.P. Lombardi III, D.L. Weerawarne, M.S. Tootooni, P.K. Rao, M.D. Poliks INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE 2018 ;51357

Analysis of Vendor Managed Consignment Inventory System with Kan-ban Withdrawals and Payment Delays R.K. Ramrakhyani, M.S. Tootooni, N. Nagarur INDUSTRIAL AND SYSTEMS ENGINEERING REVIEW 2018 ;6(1):41-61

Assessing the Geometric Integrity of Additive Manufactured Parts from Point Cloud Data Using Spectral Graph Theoretic Sparse Representation-Based Classification M.S. Tootooni, A. Dsouza, R. Donovan, P.K. Rao, Z. Kong, P. Borgesen INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE 2017 ;50732

Classifying the Dimensional Variation in Additive Manufactured Parts from Laser-Scanned Three-Dimensional Point Cloud Data Using Machine Learning Approaches M.S. Tootooni, A. Dsouza, R. Donovan, P.K. Rao, Z.J. Kong, P. Borgesen JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING 2017 ;139(9)

Computational Fluid Dynamics Modeling and Online Monitoring of Aerosol Jet Printing Process R. R. Salary, et al JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING 2017 ;139(2)

A Spectral Graph Theoretic Approach for Monitoring Multivariate Time Series Data from Complex Dynamical Processes M.S. Tootooni, P.K. Rao, C.A. Chou, Z.J. Kong IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 2016 ;15(1):127-144

Online Non-Contact Surface Finish Measurement in Machining Using Graph Theory-Based Image Analysis M.S. Tootooni, et al JOURNAL OF MANUFACTURING SYSTEMS 2016 ;41:266-276

Sensor Based Monitoring of Multidimensional Complex Systems Using Spectral Graph Theory M.S. Tootooni 2016

In Situ Sensor-Based Monitoring and Computational Fluid Dynamics (CFD) Modeling of Aerosol Jet Printing (AJP) Process R. Salary, J.P. Lombardi, M.S. Tootooni, R. Donovan, P.K. Rao, M.D. Poliks INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE 2016 ;49903

Acute Stress Detection Using Recurrence Quantification Analysis Electroencephalogram (EEG) Signals M. Fan, M.S. Tootooni, R.S. Sivasubramony, V Miskovic, P.K. Rao, C.A. Chou INTERNATIONAL CONFERENCE ON BRAIN INFORMATICS 2016 :252-261

Graph Theoretic Compressive Sensing Approach for Classification of Global Neurophysiological States from Electroencephalography (EEG) Signals M.S. Tootooni, M. Fan, R.S. Sivasubramony, C.A. Chou, V. Miskovic, P.K. Rao INTERNATIONAL CONFERENCE ON BRAIN INFORMATICS 2016 :42-51

Profiling and Optimizing the Geometric Accuracy of Additively Manufactured Components Via Self-Organizing Map M. Khanzadeh, R.J. Marandi, M.S. Tootooni, L. Bian, B. Smith, P. Rao ANNUAL INTERNATIONAL SOLID FREEFORM FABRICATION SYMPOSIUM (SFF) 2016 :8-10

Analysis of Process Layout Behavior Under Different Manufacturing Strategies A.Y. Obeidat, S. Gu, S. Mukherjee, M.S. Tootooni, N.N. Nagarur 2013