{"id":304,"date":"2018-03-10T14:32:27","date_gmt":"2018-03-10T14:32:27","guid":{"rendered":"http:\/\/bme.ufl.edu\/labs\/rashidi\/?page_id=304"},"modified":"2025-11-18T13:43:56","modified_gmt":"2025-11-18T17:43:56","slug":"publications","status":"publish","type":"page","link":"https:\/\/faculty.eng.ufl.edu\/rashidi\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41598-022-12024-8\" data-type=\"link\" data-id=\"https:\/\/www.nature.com\/articles\/s41598-022-12024-8\">Variational autoencoder provides proof of concept that compressing CDT to extremely low-dimensional space retains its ability of distinguishing dementia<\/a>,<br>Sabyasachi Bandyopadhyay, Catherine Dion, David J. Libon, Catherine Price, Patrick Tighe and Parisa Rashidi<br>Nature, Scientific Reports volume 12, Article number: 7992 (2022)<br>Publication year: 2022<\/p>\n\n\n\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1532046418302120\" data-type=\"link\" data-id=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1532046418302120\">A smartwatch-based framework for real-time and online assessment and mobility monitoring<br><\/a>Matin Kheirkhahan, Sanjay Nair, Anis Davoudi, Parisa Rashidi, Amal A Wanigatunga, Duane B Corbett, Tonatiuh Mendoza, Todd M Manini, Sanjay Ranka<br>Journal of biomedical informatics, 89, 29-40<br>Publication year: 2019<\/p>\n\n\n\n<p><a href=\"https:\/\/mhealth.jmir.org\/2019\/2\/e11270\/\" data-type=\"link\" data-id=\"https:\/\/mhealth.jmir.org\/2019\/2\/e11270\/\">Accuracy of Samsung Gear S Smartwatch for Activity Recognition: Validation Study<br><\/a>Anis Davoudi, Amal Asiri Wanigatunga, Matin Kheirkhahan, Duane Benjamin Corbett, Tonatiuh Mendoza, Manoj Battula, Sanjay Ranka, Roger Benton Fillingim, Todd Matthew Manini, Parisa Rashidi<br>JMIR mHealth and uHealth, 7(2), e11270.<br>Publication year: 2019<br><\/p>\n\n\n\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41598-019-38491-0#disqus_thread\" data-type=\"link\" data-id=\"https:\/\/www.nature.com\/articles\/s41598-019-38491-0#disqus_thread\">DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning<br><\/a>Benjamin Shickel, Tyler J. Loftus, Lasith Adhikari, Tezcan Ozrazgat-Baslanti, Azra Bihorac &amp; Parisa Rashidi<br>Nature Scientific Reportsvolume 9, Article number: 1879 (2019)<br>Publication year: 2019<\/p>\n\n\n\n<p><a href=\"https:\/\/oce.ovid.com\/article\/00000658-201904000-00011\/HTML\" data-type=\"link\" data-id=\"https:\/\/oce.ovid.com\/article\/00000658-201904000-00011\/HTML\">MySurgeryRisk : Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery<br><\/a>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<br>Annals of surgery<br>Publication year: 2019<\/p>\n\n\n\n<p><a href=\"https:\/\/mhealth.jmir.org\/2019\/3\/e10044\/\" data-type=\"link\" data-id=\"https:\/\/mhealth.jmir.org\/2019\/3\/e10044\/\">Perception of Older Adults Toward Smartwatch Technology for Assessing Pain and Related Patient-Reported Outcomes: Pilot Study<br><\/a>Manini TM, Mendoza T, Battula M, Davoudi A, Kheirkhahan M, Young ME, Weber E, Fillingim RB, Rashidi P<br>JMIR Mhealth Uhealth 2019;7(3):e10044<br>Publication year: 2019<\/p>\n\n\n\n<p><a href=\"https:\/\/www.nature.com\/articles\/s41598-019-44004-w\" data-type=\"link\" data-id=\"https:\/\/www.nature.com\/articles\/s41598-019-44004-w\">Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning<br><\/a>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<br>Nature, Scientific Reports, 9, Article number: 8020 (2019).<br>Publication year: 2019<\/p>\n\n\n\n<p><a href=\"https:\/\/www.mdpi.com\/1660-4601\/16\/1\/157\" data-type=\"link\" data-id=\"https:\/\/www.mdpi.com\/1660-4601\/16\/1\/157\">A GIS-Based Artificial Neural Network Model for Spatial Distribution of Tuberculosis across the Continental United States<br><\/a>Abolfazl Mollalo, Liang Mao, Parisa Rashidi, Gregory E Glass<br>International journal of environmental research and public health, 16(1), 157.<br>Publication year: 2019<\/p>\n\n\n\n<p><a href=\"https:\/\/www.ingentaconnect.com\/content\/intellect\/ta\/2018\/00000016\/00000001\/art00008\" data-type=\"link\" data-id=\"https:\/\/www.ingentaconnect.com\/content\/intellect\/ta\/2018\/00000016\/00000001\/art00008\">Virtual reality and human consciousness: The use of immersive environments in delirium therapy<br><\/a>Marko Suvajdzic, Azra Bihorac, Parisa Rashidi, Triton Ong, Joel Applebaum<br>Journal of Technoetic Arts, pp 78-83<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"http:\/\/ieeexplore.ieee.org\/abstract\/document\/7929274\/citations\" data-type=\"link\" data-id=\"http:\/\/ieeexplore.ieee.org\/abstract\/document\/7929274\/citations\">Transition Icons for Time Series Visualization and Exploratory Analysis<br><\/a>Paul Nickerson, Raheleh Baharloo, Amal A Wanigatunga, Todd D Manini, Patrick J Tighe, Parisa Rashidi<br>IEEE Journal of Biomedical and Health Informatics, vol. 22, no. 2, pp. 623-630<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/arxiv.org\/abs\/1812.07129\" data-type=\"link\" data-id=\"https:\/\/arxiv.org\/abs\/1812.07129\">Does the Position of Surgical Service Providers in Intra-Operative Networks Matter? Analyzing the Impact of Influencing Factors on Patients&#8217; Outcome<br><\/a>Ashkan Ebadi, Patrick J Tighe, Lei Zhang, Parisa Rashidi<br>arXiv preprint arXiv:1812.07129<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/arxiv.org\/abs\/1803.03359\" data-type=\"link\" data-id=\"https:\/\/arxiv.org\/abs\/1803.03359\">A Quest for the Structure of Intra-and Postoperative Surgical Team Networks: Does the Small World Property Evolve over Time?<br><\/a>Ebadi, Ashkan, Patrick J. Tighe, Lei Zheng, and Parisa Rashidi<br>arXiv preprint arXiv:1803.03359<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/arxiv.org\/pdf\/1712.06631\" data-type=\"link\" data-id=\"https:\/\/arxiv.org\/pdf\/1712.06631\">Activity and Circadian Rhythm of Sepsis Patients in the Intensive Care Unit<br><\/a>Anis Davoudi, Duane B Corbett, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Scott C Brakenridge, Todd M Manini, Parisa Rashidi<br>The IEEE Conference on Biomedical and Health Informatics (BHI)<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6227223\/\" data-type=\"link\" data-id=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6227223\/\">Connections Between Daily Activity Patterns and Ecological Momentary Assessments of Pain in Older Adults<br><\/a>TM Manini, A Davoudi, M Kheirkhahan, D Corbett, R Fillingim, S Ranka, P Rashidi<br>Innovation in Aging 2, no. Suppl 1: 413<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/journals.lww.com\/annalsofsurgery\/Abstract\/publishahead\/MySurgeryRisk___Development_and_Validation_of_a.95696.aspx\" data-type=\"link\" data-id=\"https:\/\/journals.lww.com\/annalsofsurgery\/Abstract\/publishahead\/MySurgeryRisk___Development_and_Validation_of_a.95696.aspx\">MySurgeryRisk: Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery<br><\/a>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<br>Annals of Surgery<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/arxiv.org\/abs\/1804.10201\" data-type=\"link\" data-id=\"https:\/\/arxiv.org\/abs\/1804.10201\">The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring<br><\/a>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<br>arXiv:1804.10201<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0001706X1830932X\" data-type=\"link\" data-id=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0001706X1830932X\">Machine learning approaches in GIS-based ecological modeling of the sand fly Phlebotomus papatasi, a vector of zoonotic cutaneous leishmaniasis in Golestan province, Iran<br><\/a>Abolfazl Mollalo, Ali Sadeghian, Glenn D Israel, Parisa Rashidi, Aioub Sofizadeh, Gregory E Glass<br>Acta tropica, 188, 187-194.<br>Publication year: 2018<\/p>\n\n\n\n<p>Comparison of Gaussian Processes Methods to Linear methods for Imputation of Sparse Physiological Time Series<br>Paul Nickerson, Raheleh Baharloo, Anis Davoudi, Azra Bihorac, Parisa Rashidi<br>Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC&#8217;18), Honolulu, HI, USA.<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"http:\/\/openaccess.thecvf.com\/content_cvpr_2018_workshops\/w36\/html\/Malhotra_Autonomous_Detection_of_CVPR_2018_paper.html\" data-type=\"link\" data-id=\"http:\/\/openaccess.thecvf.com\/content_cvpr_2018_workshops\/w36\/html\/Malhotra_Autonomous_Detection_of_CVPR_2018_paper.html\">Autonomous Detection of Disruptions in the Intensive Care Unit Using Deep Mask R-CNN<br><\/a>Kumar Rohit Malhotra, Anis Davoudi, Scott Siegel, Azra Bihorac, Parisa Rashidi<br>The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 1863-1865<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/insights.ovid.com\/critical-care-medicine\/ccme\/2018\/01\/001\/1619\/1572\/00003246\" data-type=\"link\" data-id=\"https:\/\/insights.ovid.com\/critical-care-medicine\/ccme\/2018\/01\/001\/1619\/1572\/00003246\">Increasing SOFA Score Granularity With Deep Learning<br><\/a>Benjamin Shickel, Tyler Loftus, Tezcan Ozrazgat Baslanti, Azra Bihorac, Parisa Rashidi<br>Critical Care Medicine 46 (1), 794<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/deepsofa\/\" data-type=\"link\" data-id=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/deepsofa\/\">DeepSOFA: A Real-Time Continuous Acuity Score Framework using Deep Learning<\/a><br>Benjamin Shickel, Tyler J Loftus, Tezcan Ozrazgat-Baslanti, Ashkan Ebadi, Azra Bihorac, Parisa Rashidi<br>arXiv preprint arXiv:1802.10238<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/deepehr\/\">Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis<\/a><br>Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi<br>IEEE Journal of Biomedical and Health Informatics<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/akiintraoparxiv2018\/\">Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics<\/a><br>Lasith Adhikari, Tezcan Ozrazgat-Baslanti, Paul Thottakkara, Ashkan Ebadi, Amir Motaei, Parisa Rashidi, Xiaolin Li, Azra Bihorac<br>arXiv preprint arXiv:1805.05452.<br>Publication year: 2018<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/roammbhi2017\/\">Power-efficient real-time approach to non-wear time detection for smartwatches<\/a><br>Matin Kheirkhahan, Hiranava Das, Manoj Battula, Anis Davoudi, Parisa Rashidi, Todd M Manini, Sanjay Ranka<br>In Biomedical &amp; Health Informatics (BHI), 2017 IEEE EMBS International Conference on, pp. 217-220. IEEE<br>Publication year: 2017<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/polarityarxiv2017\/\">Hashtag Healthcare: From Tweets to Mental Health Journals Using Deep Transfer Learning<\/a><br>Shickel, Benjamin, Martin Heesacker, Sherry Benton, and Parisa Rashidi<br>arXiv preprint arXiv:1708.01372<br>Publication year: 2017<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/dreamssegah2017\/\">DREAMS (Digital Rehabilitation Environment-Altering Medical System<\/a><br>Marko Suvajdzic, Azra Bihorac, Parisa Rashidi<br>In Serious Games and Applications for Health (SeGAH), 2017 IEEE 5th International Conference on, pp. 1-5. IEEE<br>Publication year: 2017<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/disteamaim2017\/\">DisTeam: A decision support tool for surgical team selection<\/a><br>Ashkan Ebadi, Patrick J Tighe, Lei Zhang, Parisa Rashidi<br>Artificial intelligence in medicine, 76, 16-26<br>Publication year: 2017<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/deliriumehrbibe2017\/\">Delirium Prediction using Machine Learning Models on Predictive Electronic Health Records Data<\/a><br>Anis Davoudi, Tezcan Ozrazgat-Baslanti, Ashkan Ebadi, Alberto C Bursian, Azra Bihorac, Parisa Rashidi<br>In Bioinformatics and Bioengineering (BIBE), 2017 IEEE 17th International Conference on, pp. 568-573. IEEE<br>Publication year: 2017<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/deeppostopbhi2017\/\">Deep recurrent neural networks for predicting intraoperative and postoperative outcomes and trends<\/a><br>Shruthi Gopalswamy, Patrick J Tighe, Parisa Rashidi<br>In Biomedical &amp; Health Informatics (BHI), 2017 IEEE EMBS International Conference on, pp. 361-364<br>Publication year: 2017<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/brainfrontiers2017\/\">Ensemble Classification of Alzheimer&#8217;s Disease and Mild Cognitive Impairment Based on Complex Graph Measures from Diffusion Tensor Images<\/a><br>Ashkan Ebadi, Josu\u00e9 L Dalboni da Rocha, Dushyanth B Nagaraju, Fernanda Tovar-Moll, Ivanei Bramati, Gabriel Coutinho, Ranganatha Sitaram, Parisa Rashidi<br>Frontiers in neuroscience, 11, 56<br>Publication year: 2017<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/triageacl2016\/\">Automatic Triage of Mental Health Forum Posts<\/a><br>Benjamin Shickel, Parisa Rashidi<br>In Proceedings of the Third Workshop on Computational Lingusitics and Clinical Psychology (pp. 188-192)<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/snapocollnet2016\/\">On the Scale-Free Characteristics of Surgical Team Networks<\/a><br>Ashkan Ebadi, Patrick J Tighe, Lei Zheng, Parisa Rashidi<br>12th International Conference on Webometrics, Informetrics and Scientometrics (WIS) &amp; 17th COLLNET Meeting,<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/saxphyiomeas2016\/\">Using symbolic aggregate approximation (SAX) to visualize activity transitions among older adults<\/a><br>Amal A Wanigatunga, Paul V Nickerson, Todd M Manini, Parisa Rashidi<br>hysiological measurement, 37(11), 1981<br>Publication year: 2016<\/p>\n\n\n\n<p><strong>Characterizations of Temporal Postoperative Pain Signatures with Symbolic Aggregate Approximations<br><\/strong>Patrick Tighe, Paul Nickerson, Roger Fillingim, Parisa Rashidi<br>The Clinical journal of pain, 33(1), 1-11<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/roammhealthcom2016\/\">Roamm: A software infrastructure for real-time monitoring of personal health<\/a><br>Sanjay Nair, Matin Kheirkhahan, Anis Davoudi, Parisa Rashidi, Amal A Wanigatunga, Duane B Corbett, Todd M Manini, Sanjay Ranka<br>In e-Health Networking, Applications and Services (Healthcom), 2016 IEEE 18th International Conference on, pp. 1-6<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/preopsurgery2016\/\">Preoperative assessment of the risk for multiple complications after surgery<\/a><br>Tezcan Ozrazgat-Baslanti, Paulette Blanc, Paul Thottakkara, Matthew Ruppert, Parisa Rashidi, Petar Momcilovic, Charles Hobson, Philip A Efron, Frederick A Moore, Azra Bihorac<br>Surgery, 160(2), 463-472<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/polaritynaccl2016\/\">Self-Reflective Sentiment Analysis<\/a><br>Benjamin Shickel, Martin Heesacker, Sherry Benton, Ashkan Ebadi, Paul Nickerson, Parisa Rashidi<br>In Proceedings of the Third Workshop on Computational Lingusitics and Clinical Psychology (pp. 23-32)<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/markovpain2016\/\">Markov chain evaluation of acute postoperative pain transition states<\/a><br>Patrick J Tighe, Matthew Bzdega, Roger B Fillingim, Parisa Rashidi, Haldun Aytug<br>Pain, 157(3), 717.<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/deepembc2016\/\">Deep Neural Network Architectures for Forecasting Analgesic Response<\/a><br>Paul Nickerson, Patrick Tighe, Benjamin Shickel, Parisa Rashidi<br>In Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the (pp. 2966-2969)<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/323\/\">Application of machine learning techniques to high-dimensional clinical data to forecast postoperative complications<\/a><br>Paul Thottakkara, Tezcan Ozrazgat-Baslanti, Bradley B Hupf, Parisa Rashidi, Panos Pardalos, Petar Momcilovic, Azra Bihorac<br>PloS one, 11(5), e0155705<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/artflairs2016\/\">ART: An Availability-Aware Active Learning Framework for Data Streams<\/a><br>Benjamin Shickel, Parisa Rashidi<br>In FLAIRS Conference (pp. 92-97)<br>Publication year: 2016<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/notepmc2015\/\">Data Mining in Pervasive Environments<\/a><br>Nirmalya Roy, Parisa Rashidi, Luke Chen L., Lawrence Holder<br>Data Mining in Pervasive Environments. Special Issue of the International Journal of Pervasive and Mobile Computing,17,(B), pp.157-262<br>Publication year: 2015<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/343\/\">Data Analytics for Pervasive Health<\/a><br>Giovanni Acampora, Diane J Cook, Parisa Rashidi, Athanasios V Vasilakos<br>Healthcare Data Analytics, CRC Press, pp 533-576<br>Publication year: 2015<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/akiccm2015\/\">Intraoperative Data Enables Machine Learning Classifiers to Better Predict Postoperative Acute Kidney Injury<\/a><br>Critical care medicine, 43(12), 242<br>Publication year: 2015<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/agingreview2015\/\">Successful aging: advancing the science of physical independence in older adults<\/a><br>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<br>Ageing research reviews, 24, 304-327<br>Publication year: 2015<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/smarthomepatent2014\/\">Systems and methods for adaptive smart environment automation<\/a><br>Diane J Cook, Parisa Rashidi<br>U.S. Patent 8,880,378, issued November 4, 2014.<br>Publication year: 2014<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/smarthealthnote2014\/\">SmartHealthSys: ACM ubicomp international workshop on smart health systems and applications<\/a><br>Hassan Ghasemzadeh, Diane Cook, Misha Pavel, Parisa Rashidi, Roozbeh Jafari, Marjorie Skubic, Michael Ong, George Demiris<br>n Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication (pp. 1179-1185). ACM<br>Publication year: 2014<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/planhandbook2014\/\">Stream Sequence Mining for Human Activity Discovery<\/a><br>Parisa Rashidi<br>Handbook on Plan, Activity, and Intent Recognition. Elsevier<br>Publication year: 2014<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/351\/\">The behavioral intervention technology model: an integrated conceptual and technological framework for eHealth and mHealth interventions<\/a><br>David C Mohr, Stephen M Schueller, Enid Montague, Michelle Nicole Burns, Parisa Rashidi<br>Journal of medical Internet research, 16(6)<br>Publication year: 2014<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/comtist2013\/\">COM: A method for mining and monitoring human activity patterns in home-based health monitoring systems<\/a><br>Parisa Rashidi, Diane J Cook<br>ACM Transactions on Intelligent Systems and Technology (TIST), 4(4), 64<br>Publication year: 2013<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/ambientsurveyjbhi2013\/\">A survey on ambient-assisted living tools for older adults<\/a><br>Parisa Rashidi, Alex Mihailidis<br>IEEE journal of biomedical and health informatics, 17(3), 579-590<br>Publication year: 2013<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/ambientsurveyieee2013\/\">A survey on ambient intelligence in healthcare<\/a><br>Giovanni Acampora, Diane J Cook, Parisa Rashidi, Athanasios V Vasilakos<br>Proceedings of the IEEE, 101(12), 2470-2494<br>Publication year: 2013<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/357\/\">Activity discovery and activity recognition: A new partnership<\/a><br>Diane J Cook, Narayanan C Krishnan, Parisa Rashidi<br>IEEE transactions on cybernetics, 43(3), 820-828<br>Publication year: 2013<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/366\/\">Assisted living technologies for older adults<\/a><br>Parisa Rashidi<br>In Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium (pp. 875-878). ACM.<br>Publication year: 2012<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/situationpcc2012\/\">Situation, activity and goal awareness in ubiquitous computing<\/a><br>Liming Chen, Parisa Rashidi<br>International Journal of Pervasive Computing and Communications, 8(3), 216-224.<br>Publication year: 2012<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/securitybook2012\/\">Discovering and tracking patterns of interest in security sensor streams<\/a><br>Diane Cook Parisa Rashidi, Narayanan Krishnan<br>Securing Cyber-Physical Critical Infrastructure, chapitre, 481-504<br>Publication year: 2012<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/sagawarenote2012\/\">International Workshop on Situation, Activity and Goal Awareness (SAGAware 2012)<\/a><br>Parisa Rashidi, Liming Chen, William K Cheung<br>In Proceedings of the 2012 ACM Conference on Ubiquitous Computing (pp. 1012-1015). ACM<br>Publication year: 2012<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/noteaaai2012\/\">Reports on the 2012 AAAI Fall Symposium Series<\/a><br>Rezarta Islamaj Dogan, Yolanda Gil, Haym Hirsh, Narayanan C Krishnan, Michael Lewis, Cetin Mericli, Parisa Rashidi, Victor Raskin, Samarth Swarup, Wei Sun, Julia M Taylor, Lana Yeganova<br>Reports on the 2012 AAAI Fall Symposium Series. AI Magazine, 34(1), 93<br>Publication year: 2012<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/transferpmc2011\/\">Activity knowledge transfer in smart environments<\/a><br>Parisa Rashidi, Diane J Cook<br>Pervasive and Mobile Computing, 7(3), 331-343.<br>Publication year: 2011<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/temporalicssh2011\/\">Using association rule mining to discover temporal relations of daily activities<\/a><br>Ehsan Nazerfard, Parisa Rashidi, Diane J Cook<br>In International Conference On Smart homes and health Telematics (pp. 49-56). Springer, Berlin, Heidelberg.<br>Publication year: 2011<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/sagawarenote2011\/\">Workshop overview for the international workshop on situation, activity and goal awareness<\/a><br>Liming Chen, Ismail Khalil, Zhiwen Yu, Christian Becker, William K Cheung, Parisa Rashidi<br>In Proceedings of the 13th international conference on Ubiquitous computing (pp. 631-632). ACM<br>Publication year: 2011<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/domainicshh2011\/\">Domain selection and adaptation in smart homes<\/a><br>Parisa Rashidi, Diane J Cook<br>In International Conference on Smart Homes and Health Telematics (pp. 17-24). Springer, Berlin, Heidelberg.<br>Publication year: 2011<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/activitytkde2011\/\">Discovering activities to recognize and track in a smart environment<\/a><br>Parisa Rashidi, Diane J Cook, Lawrence B Holder, Maureen Schmitter-Edgecombe<br>IEEE transactions on knowledge and data engineering, 23(4), 527-539.<br>Publication year: 2011<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/activekdd2011\/\">Ask me better questions: active learning queries based on rule induction<\/a><br>Parisa Rashidi, Diane J Cook<br>In Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 904-912). ACM<br>Publication year: 2011<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/transferkdd2010\/\">Multi home transfer learning for resident activity discovery and recognition<\/a><br>Parisa Rashidi, Diane J Cook<br>KDD Knowledge Discovery from Sensor Data, 56-63.<br>Publication year: 2010<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/transferaaai2010\/\">Activity Recognition Based on Home to Home Transfer Learning<\/a><br>Parisa Rashidi, Diane J Cook<br>In Plan, Activity, and Intent Recognition, AAAI 2010, pp 45-52.<br>Publication year: 2010<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/temporalicdw2010\/\">Discovering temporal features and relations of activity patterns<\/a><br>Ehsan Nazerfard, Parisa Rashidi, Diane J Cook<br>In Data Mining Workshops (ICDMW), 2010 IEEE International Conference on (pp. 1069-1075). IEEE.<br>Publication year: 2010<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/miningicdm2010\/\">Mining sensor streams for discovering human activity patterns over time<\/a><br>Parisa Rashidi, Diane J Cook<br>In Data Mining (ICDM), 2010 IEEE 10th International Conference on (pp. 431-440). IEEE.<br>Publication year: 2010<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/minekdd2010\/\">An adaptive sensor mining framework for pervasive computing applications<\/a><br>Parisa Rashidi, Diane J Cook<br>In Knowledge Discovery from Sensor Data (pp. 154-174). Springer, Berlin, Heidelberg<br>Publication year: 2010<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/activityihi2010\/\">Mining and monitoring patterns of daily routines for assisted living in real world settings<\/a><br>Parisa Rashidi, Diane J Cook<br>In Proceedings of the 1st ACM International Health Informatics Symposium (pp. 336-345). ACM.<br>Publication year: 2010<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/transferie2009\/\">Transferring Learned Activities in Smart Environments<\/a><br>Parisa Rashidi, Diane J Cook<br>In Intelligent Environments (pp. 185-192)<br>Publication year: 2009<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/residentinthelooptsmc2009\/\">Keeping the resident in the loop: Adapting the smart home to the user<\/a><br>Parisa Rashidi, Diane J Cook<br>IEEE Transactions on systems, man, and cybernetics-part A: systems and humans, 39(5), 949-959<br>Publication year: 2009<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/residentpref2008\/\">Adapting to resident preferences in smart environments<\/a><br>Parisa Rashidi, Diane J Cook<br>In AAAI Workshop on Preference Handling (pp. 78-84).<br>Publication year: 2008<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/398\/\">Keeping the intelligent environment resident in the loop<\/a><br>Parisa Rashidi, Diane J Cook<br>4th International Conference on Intelligent Environments (IE 08), 2008 pp 45-53<br>Publication year: 2008<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/aspectaosd2008\/\">Onspect: ontology based aspects<\/a><br>Parisa Rashidi, Roger T Alexander<br>In Proceedings of the 7th workshop on Foundations of aspect-oriented languages (pp. 41-41). ACM<br>Publication year: 2008<\/p>\n\n\n\n<p><a href=\"https:\/\/bme.ufl.edu\/labs\/rashidi\/pubs\/residenthcii2007\/\">Inhabitant guidance of smart environments<\/a><br>Parisa Rashidi, G Michael Youngblood, Diane J Cook, Sajal K Das<br>In International Conference on Human-Computer Interaction (pp. 910-919). Springer, Berlin, Heidelberg.<br>Publication year: 2007<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Variational autoencoder provides proof of concept that compressing CDT to extremely low-dimensional space retains its ability of distinguishing dementia,Sabyasachi Bandyopadhyay, Catherine Dion, David J. Libon, Catherine Price, Patrick Tighe and Parisa RashidiNature, Scientific Reports volume 12, Article number: 7992 (2022)Publication year: 2022 A smartwatch-based framework for real-time and online assessment and mobility monitoringMatin Kheirkhahan, Sanjay [&hellip;]<\/p>\n","protected":false},"author":468,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page-sidebar-none.php","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-304","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/rashidi\/wp-json\/wp\/v2\/pages\/304","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/rashidi\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/rashidi\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/rashidi\/wp-json\/wp\/v2\/users\/468"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/rashidi\/wp-json\/wp\/v2\/comments?post=304"}],"version-history":[{"count":3,"href":"https:\/\/faculty.eng.ufl.edu\/rashidi\/wp-json\/wp\/v2\/pages\/304\/revisions"}],"predecessor-version":[{"id":1757,"href":"https:\/\/faculty.eng.ufl.edu\/rashidi\/wp-json\/wp\/v2\/pages\/304\/revisions\/1757"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/rashidi\/wp-json\/wp\/v2\/media?parent=304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}