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Journal Article

Publication Types:

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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

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

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

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis

Journal Article
Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
IEEE Journal of Biomedical and Health Informatics
Publication year: 2018

DisTeam: A decision support tool for surgical team selection

Journal Article
Ashkan Ebadi, Patrick J Tighe, Lei Zhang, Parisa Rashidi
Artificial intelligence in medicine, 76, 16-26
Publication year: 2017

Ensemble Classification of Alzheimer's Disease and Mild Cognitive Impairment Based on Complex Graph Measures from Diffusion Tensor Images

Journal Article
Ashkan Ebadi, Josué L Dalboni da Rocha, Dushyanth B Nagaraju, Fernanda Tovar-Moll, Ivanei Bramati, Gabriel Coutinho, Ranganatha Sitaram, Parisa Rashidi
Frontiers in neuroscience, 11, 56
Publication year: 2017

Using symbolic aggregate approximation (SAX) to visualize activity transitions among older adults

Journal Article
Amal A Wanigatunga, Paul V Nickerson, Todd M Manini, Parisa Rashidi
hysiological measurement, 37(11), 1981
Publication year: 2016

Characterizations of Temporal Postoperative Pain Signatures with Symbolic Aggregate Approximations

Journal Article
Patrick Tighe, Paul Nickerson, Roger Fillingim, Parisa Rashidi
The Clinical journal of pain, 33(1), 1-11
Publication year: 2016

Preoperative assessment of the risk for multiple complications after surgery

Journal Article
Tezcan Ozrazgat-Baslanti, Paulette Blanc, Paul Thottakkara, Matthew Ruppert, Parisa Rashidi, Petar Momcilovic, Charles Hobson, Philip A Efron, Frederick A Moore, Azra Bihorac
Surgery, 160(2), 463-472
Publication year: 2016

Markov chain evaluation of acute postoperative pain transition states

Journal Article
Patrick J Tighe, Matthew Bzdega, Roger B Fillingim, Parisa Rashidi, Haldun Aytug
Pain, 157(3), 717.
Publication year: 2016

Application of machine learning techniques to high-dimensional clinical data to forecast postoperative complications

Journal Article
Paul Thottakkara, Tezcan Ozrazgat-Baslanti, Bradley B Hupf, Parisa Rashidi, Panos Pardalos, Petar Momcilovic, Azra Bihorac
PloS one, 11(5), e0155705
Publication year: 2016
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