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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

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

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

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

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

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

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

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

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

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

Successful aging: advancing the science of physical independence in older adults

Journal Article
Stephen D Anton, Adam J Woods, Tetso Ashizawa, Diana Barb, Thomas W Buford, Christy S Carter, David J Clark, Ronald A Cohen, Duane B Corbett, Yenisel Cruz-Almeida, Vonetta Dotson, Natalie Ebner, Philip A Efron, Roger B Fillingim, Thomas C Foster, David M Gundermann, Anna-Maria Joseph, Christy Karabetian, Christiaan Leeuwenburgh, Todd M Manini, Michael Marsiske, Robert T Mankowski, Heather L Mutchie, Michael G Perri, Sanjay Ranka, Parisa Rashidi, Bhanuprasad Sandesara, Philip J Scarpace, Kimberly T Sibille, Laurence M Solberg, Shinichi Someya, Connie Uphold, Stephanie Wohlgemuth, Samuel Shangwu Wu, Marco Pahor
Ageing research reviews, 24, 304-327
Publication year: 2015

The behavioral intervention technology model: an integrated conceptual and technological framework for eHealth and mHealth interventions

Journal Article
David C Mohr, Stephen M Schueller, Enid Montague, Michelle Nicole Burns, Parisa Rashidi
Journal of medical Internet research, 16(6)
Publication year: 2014

A survey on ambient intelligence in healthcare

Journal Article
Giovanni Acampora, Diane J Cook, Parisa Rashidi, Athanasios V Vasilakos
Proceedings of the IEEE, 101(12), 2470-2494
Publication year: 2013

COM: A method for mining and monitoring human activity patterns in home-based health monitoring systems

Journal Article
Parisa Rashidi, Diane J Cook
ACM Transactions on Intelligent Systems and Technology (TIST), 4(4), 64
Publication year: 2013

Activity discovery and activity recognition: A new partnership

Journal Article
Diane J Cook, Narayanan C Krishnan, Parisa Rashidi
IEEE transactions on cybernetics, 43(3), 820-828
Publication year: 2013

A survey on ambient-assisted living tools for older adults

Journal Article
Parisa Rashidi, Alex Mihailidis
IEEE journal of biomedical and health informatics, 17(3), 579-590
Publication year: 2013

Situation, activity and goal awareness in ubiquitous computing

Journal Article
Liming Chen, Parisa Rashidi
International Journal of Pervasive Computing and Communications, 8(3), 216-224.
Publication year: 2012

Activity knowledge transfer in smart environments

Journal Article
Parisa Rashidi, Diane J Cook
Pervasive and Mobile Computing, 7(3), 331-343.
Publication year: 2011

Discovering activities to recognize and track in a smart environment

Journal Article
Parisa Rashidi, Diane J Cook, Lawrence B Holder, Maureen Schmitter-Edgecombe
IEEE transactions on knowledge and data engineering, 23(4), 527-539.
Publication year: 2011

Keeping the resident in the loop: Adapting the smart home to the user

Journal Article
Parisa Rashidi, Diane J Cook
IEEE Transactions on systems, man, and cybernetics-part A: systems and humans, 39(5), 949-959
Publication year: 2009