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Author Details

Parisa Rashidi
University of Florida, Washington State University
0000-0003-4530-2048
2011
67
23
PMIDPaper TitleJournal TitlePublished Year
36657179Building an automated, machine learning-enabled platform for predicting post-operative complications.Physiol Meas2023
37646309Machine Learning-Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review.JMIR Med Inform2023
35797553Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of Care.Ann Surg2023
37316372A deep learning-based dynamic model for predicting acute kidney injury risk severity in postoperative patients.Surgery2023
36750442Digital Health Transformers and Opportunities for Artificial Intelligence-Enabled Nephrology.Clin J Am Soc Nephrol2023
36103231Long-Term Postoperative Pain Prediction Using Higher-Order Singular Value Decomposition of Intraoperative Physiological Responses: Prospective Cohort Study.JMIR Perioper Med2022
35576007Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform.JAMA Netw Open2022
35569215Early Biomarker Signatures in Surgical Sepsis.J Surg Res2022
35568709Variational autoencoder provides proof of concept that compressing CDT to extremely low-dimensional space retains its ability of distinguishing dementia.Sci Rep2022
35656333Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit.Front Digit Health2022
33439135The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis: A Smartwatch-Based Demonstration Study.JMIR Mhealth Uhealth2021
33718920Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU.Front Digit Health2021
33591118Slow Dynamics of Acute Postoperative Pain Intensity Time Series Determined via Wavelet Analysis Are Associated With the Risk of Severe Postoperative Day 30 Pain.Anesth Analg2021
34713115Accessing Artificial Intelligence for Clinical Decision-Making.Front Digit Health2021
33938809The Effect of Sensor Placement and Number on Physical Activity Recognition and Energy Expenditure Estimation in Older Adults: Validation Study.JMIR Mhealth Uhealth2021
33436272Reinforcement learning in surgery.Surgery2021
32531520Added Value of Intraoperative Data for Predicting Postoperative Complications: The MySurgeryRisk PostOp Extension.J Surg Res2020
31873197Artificial intelligence approaches to improve kidney care.Nat Rev Nephrol2020
32011817Cardiovascular death and progression to end-stage renal disease after major surgery in elderly patients.BJS Open2020
31825465Artificial Intelligence and Surgical Decision-making.JAMA Surg2020
33344100Human Activity Recognition using Inertial, Physiological and Environmental Sensors: A Comprehensive Survey.IEEE Access2020
33191210Innovations in Geroscience to enhance mobility in older adults.Exp Gerontol2020
33124988A Simulated Graphical Interface for Integrating Patient-Generated Health Data From Smartwatches With Electronic Health Records: Usability Study.JMIR Hum Factors2020
33063018Discovery and Validation of Urinary Molecular Signature of Early Sepsis.Crit Care Explor2020
33019268Pain and Physical Activity Association in Critically Ill Patients<sup>.</sup>Annu Int Conf IEEE Eng Med Biol Soc2020
33019260Phenotyping Cognitive Impairment using Graphomotor and Latency Features in Digital Clock Drawing Test.Annu Int Conf IEEE Eng Med Biol Soc2020
33019213Automated Detection of Rest Disruptions in Critically Ill Patients.Annu Int Conf IEEE Eng Med Biol Soc2020
33019002Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients.Annu Int Conf IEEE Eng Med Biol Soc2020
32695991Improving the Intensive Care Patient Experience With Virtual Reality-A Feasibility Study.Crit Care Explor2020
32249306Forty-two Million Ways to Describe Pain: Topic Modeling of 200,000 PubMed Pain-Related Abstracts Using Natural Language Processing and Deep Learning-Based Text Generation.Pain Med2020
32339787Intelligent, Autonomous Machines in Surgery.J Surg Res2020
32140569Secondary care provider attitudes towards patient generated health data from smartwatches.NPJ Digit Med2020
32540036Decision analysis and reinforcement learning in surgical decision-making.Surgery2020
32127174Opportunities for machine learning to improve surgical ward safety.Am J Surg2020
29489489MySurgeryRisk: Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery.Ann Surg2019
32166280Role of Wearable Accelerometer Devices in Delirium Studies: A Systematic Review.Crit Care Explor2019
31408024Primer on machine learning: utilization of large data set analyses to individualize pain management.Curr Opin Anaesthesiol2019
30912756Perception of Older Adults Toward Smartwatch Technology for Assessing Pain and Related Patient-Reported Outcomes: Pilot Study.JMIR Mhealth Uhealth2019
31142754Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning.Sci Rep2019
30724739Accuracy of Samsung Gear S Smartwatch for Activity Recognition: Validation Study.JMIR Mhealth Uhealth2019
30755689DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning.Sci Rep2019
30626123A GIS-Based Artificial Neural Network Model for Spatial Distribution of Tuberculosis across the Continental United States.Int J Environ Res Public Health2019
30414474A smartwatch-based framework for real-time and online assessment and mobility monitoring.J Biomed Inform2019
28534797Transition Icons for Time-Series Visualization and Exploratory Analysis.IEEE J Biomed Health Inform2018
29989977Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis.IEEE J Biomed Health Inform2018
30201488Machine learning approaches in GIS-based ecological modeling of the sand fly Phlebotomus papatasi, a vector of zoonotic cutaneous leishmaniasis in Golestan province, Iran.Acta Trop2018
30931175Autonomous detection of disruptions in the intensive care unit using deep mask RCNN.Conf Comput Vis Pattern Recognit Workshops2018
30397190Delirium History and Preoperative Mild Neurocognitive Disorder: An Opportunity for Multidisciplinary Patient-Centered Care.Am J Case Rep2018
30411088Activity and Circadian Rhythm of Sepsis Patients in the Intensive Care Unit.IEEE EMBS Int Conf Biomed Health Inform2018
30441259Comparison of Gaussian Processes Methods to Linear methods for Imputation of Sparse Physiological Time Series.Annu Int Conf IEEE Eng Med Biol Soc2018
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Collaborators

Azra Bihorac
University of Florida, Univerzitet u Sarajevu Medicinski Fakultet
Co-authored papers 35
Patrick J Tighe
University of Florida
Co-authored papers 23
Tezcan Ozrazgat-Baslanti
University of Florida
Co-authored papers 21
Anis Davoudi
University of Florida College of Medicine
Co-authored papers 14
Tyler J Loftus
University of Florida Health
Co-authored papers 13
Benjamin Shickel
University of Florida
Co-authored papers 13
Matthew M Ruppert
Intelligent Clinical Care Center, University of Florida
Co-authored papers 12
Philip A Efron
University of Florida Health
Co-authored papers 10
Todd M Manini
Institute on Aging, University of Florida
Co-authored papers 9
Roger B Fillingim
University of Florida
Co-authored papers 9
Sanjay Ranka
College of Liberal Arts and Sciences, University of Florida
Co-authored papers 7
Yuanfang Ren
Intelligent Clinical Care Center, University of Florida
Co-authored papers 6
Tonatiuh Mendoza
University of Florida
Co-authored papers 5
Duane B Corbett
University of Florida
Co-authored papers 5
Paul Nickerson
University of Florida
Co-authored papers 5
Gilbert R Upchurch
University of Florida
Co-authored papers 5
Matin Kheirkhahan
Google
Co-authored papers 4
Frederick A Moore
Forensic and Scientific Services
Co-authored papers 4
Amal A Wanigatunga
Johns Hopkins Bloomberg School of Public Health
Co-authored papers 4
Amanda C Filiberto
University of Florida
Co-authored papers 4
Raheleh Baharloo
University of Florida
Co-authored papers 4
Ashkan Ebadi
University of Waterloo
Co-authored papers 4
Todd M Manini
University of Florida
Co-authored papers 4
Petar Momcilovic
College of Engineering
Co-authored papers 3
Shounak Datta
Duke University
Co-authored papers 3
Diane J Cook
Washington State University
Co-authored papers 3
Jordan M Alpert
College of Journalism and Communications, University of Florida
Co-authored papers 3
Scott C Brakenridge
Harborview Medical Center, The University of Washington
Co-authored papers 3
Laurence M Solberg
Geriatric Research and Education Clinical Center (GRECC)
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