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Publications

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Variational autoencoder provides proof of concept that compressing CDT to extremely low-dimensional space retains its ability of distinguishing dementia

Journal Article
Sabyasachi Bandyopadhyay, Catherine Dion, David J. Libon, Catherine Price, Patrick Tighe and Parisa Rashidi
Nature, Scientific Reports volume 12, Article number: 7992 (2022)
Publication year: 2022

A smartwatch-based framework for real-time and online assessment and mobility monitoring

Journal Article
Matin Kheirkhahan, Sanjay Nair, Anis Davoudi, Parisa Rashidi, Amal A Wanigatunga, Duane B Corbett, Tonatiuh Mendoza, Todd M Manini, Sanjay Ranka
Journal of biomedical informatics, 89, 29-40
Publication year: 2019

Accuracy of Samsung Gear S Smartwatch for Activity Recognition: Validation Study

Journal Article
Anis Davoudi, Amal Asiri Wanigatunga, Matin Kheirkhahan, Duane Benjamin Corbett, Tonatiuh Mendoza, Manoj Battula, Sanjay Ranka, Roger Benton Fillingim, Todd Matthew Manini, Parisa Rashidi
JMIR mHealth and uHealth, 7(2), e11270.
Publication year: 2019

DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning

Journal Article
Benjamin Shickel, Tyler J. Loftus, Lasith Adhikari, Tezcan Ozrazgat-Baslanti, Azra Bihorac & Parisa Rashidi
Nature Scientific Reportsvolume 9, Article number: 1879 (2019)
Publication year: 2019

MySurgeryRisk : Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery

Journal Article
Azra Bihorac, Tezcan Ozrazgat-Baslanti, Ashkan Ebadi, Amir Motaei, Mohcine Madkour, Panagote M Pardalos, Gloria Lipori, William R Hogan, Philip A Efron, Frederick Moore, Lyle L Moldawer, Daisy Zhe Wang, Charles E Hobson, Parisa Rashidi, Xiaolin Li, Petar Momcilovic
Annals of surgery
Publication year: 2019

Perception of Older Adults Toward Smartwatch Technology for Assessing Pain and Related Patient-Reported Outcomes: Pilot Study

Journal Article
Manini TM, Mendoza T, Battula M, Davoudi A, Kheirkhahan M, Young ME, Weber E, Fillingim RB, Rashidi P
JMIR Mhealth Uhealth 2019;7(3):e10044
Publication year: 2019

Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning

Journal Article
Davoudi, Anis, Kumar Rohit Malhotra, Benjamin Shickel, Scott Siegel, Seth Williams, Matthew Ruppert, Emel Bihorac, Tezcan Ozrazgat-Baslanti, Patrick J. Tighe, Azra Bihorac, and Parisa Rashidi
Nature, Scientific Reports, 9, Article number: 8020 (2019).
Publication year: 2019

A GIS-Based Artificial Neural Network Model for Spatial Distribution of Tuberculosis across the Continental United States

Journal Article
Abolfazl Mollalo, Liang Mao, Parisa Rashidi, Gregory E Glass
International journal of environmental research and public health, 16(1), 157.
Publication year: 2019

Virtual reality and human consciousness: The use of immersive environments in delirium therapy

Journal Article
Marko Suvajdzic, Azra Bihorac, Parisa Rashidi, Triton Ong, Joel Applebaum
Journal of Technoetic Arts, pp 78-83
Publication year: 2018

Transition Icons for Time Series Visualization and Exploratory Analysis

Journal Article
Paul Nickerson, Raheleh Baharloo, Amal A Wanigatunga, Todd D Manini, Patrick J Tighe, Parisa Rashidi
IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 2, pp. 623-630
Publication year: 2018

Does the Position of Surgical Service Providers in Intra-Operative Networks Matter? Analyzing the Impact of Influencing Factors on Patients' Outcome

Preprint
Ashkan Ebadi, Patrick J Tighe, Lei Zhang, Parisa Rashidi
arXiv preprint arXiv:1812.07129
Publication year: 2018

A Quest for the Structure of Intra-and Postoperative Surgical Team Networks: Does the Small World Property Evolve over Time?

Preprint
Ebadi, Ashkan, Patrick J. Tighe, Lei Zheng, and Parisa Rashidi
arXiv preprint arXiv:1803.03359
Publication year: 2018

Activity and Circadian Rhythm of Sepsis Patients in the Intensive Care Unit

Conference Paper
Anis Davoudi, Duane B Corbett, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Scott C Brakenridge, Todd M Manini, Parisa Rashidi
The IEEE Conference on Biomedical and Health Informatics (BHI)
Publication year: 2018

Connections Between Daily Activity Patterns and Ecological Momentary Assessments of Pain in Older Adults

Abstract
TM Manini, A Davoudi, M Kheirkhahan, D Corbett, R Fillingim, S Ranka, P Rashidi
Innovation in Aging 2, no. Suppl 1: 413
Publication year: 2018

MySurgeryRisk: Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery

Journal Article
Azra Bihorac, Tezcan Ozrazgat-Baslanti, Ashkan Ebadi, Amir Motaei, Mohcine Madkour, Panagote M Pardalos, Gloria Lipori, William R Hogan, Philip A Efron, Frederick Moore, Lyle L Moldawer, Daisy Zhe Wang, Charles E Hobson, Parisa Rashidi, Xiaolin Li, Petar Momcilovic
Annals of Surgery
Publication year: 2018

The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring

Preprint
Anis Davoudi, Kumar Rohit Malhotra, Benjamin Shickel, Scott Siegel, Seth Williams, Matthew Ruppert, Emel Bihorac, Tezcan Ozrazgat-Baslanti, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
arXiv:1804.10201
Publication year: 2018

Machine learning approaches in GIS-based ecological modeling of the sand fly Phlebotomus papatasi, a vector of zoonotic cutaneous leishmaniasis in Golestan province, Iran

Journal Article
Abolfazl Mollalo, Ali Sadeghian, Glenn D Israel, Parisa Rashidi, Aioub Sofizadeh, Gregory E Glass
Acta tropica, 188, 187-194.
Publication year: 2018

Comparison of Gaussian Processes Methods to Linear methods for Imputation of Sparse Physiological Time Series

Conference Paper
Paul Nickerson, Raheleh Baharloo, Anis Davoudi, Azra Bihorac, Parisa Rashidi
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18), Honolulu, HI, USA.
Publication year: 2018

Autonomous Detection of Disruptions in the Intensive Care Unit Using Deep Mask R-CNN

Conference Paper
Kumar Rohit Malhotra, Anis Davoudi, Scott Siegel, Azra Bihorac, Parisa Rashidi
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 1863-1865
Publication year: 2018

Increasing SOFA Score Granularity With Deep Learning

Abstract
Benjamin Shickel, Tyler Loftus, Tezcan Ozrazgat Baslanti, Azra Bihorac, Parisa Rashidi
Critical Care Medicine 46 (1), 794
Publication year: 2018
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