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Research Impact

Impact of Selected Publications

2019

Shickel, Benjamin, Tyler J. Loftus, Tezcan Ozrazgat-Baslanti, Ashkan Ebadi, Azra Bihorac, and Parisa Rashidi. “DeepSOFA: A Real-Time Continuous Acuity Score Framework using Deep Learning.” Nature Scientific Reports, Vol. 9, No. 1879, 2019.

In the top 5% of all research outputs scored by Altmetric. 

2018

Shickel, Benjamin, Patrick James Tighe, Azra Bihorac, and Parisa Rashidi. “Deep EHR: a survey of recent advances in deep learning techniques for electronic health record (EHR) analysis.” IEEE journal of biomedical and health informatics (IEEE JBHI) 22, no. 5 (2018): 1589-1604.

In the top 5% of all research outputs scored by Altmetric.

Top 3 IEEE JBHI Articles of All Time.

2018

Davoudi, Anis, Kumar Rohit Malhotra, Benjamin Shickel, Scott Siegel, Seth Williams, Matthew Ruppert, Emel Bihorac et al. “The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring.” arXiv preprint arXiv:1804.10201 (2018).

In the top 5% of all research outputs scored by Altmetric. 

2017

Nickerson, Paul V., Raheleh Baharloo, Amal A. Wanigatunga, Todd M. Manini, Patrick J. Tighe, and Parisa Rashidi. “Transition Icons for Time-Series Visualization and Exploratory Analysis.” IEEE journal of biomedical and health informatics22, no. 2 (2018): 623-630.

Featured IEEE JBHI Cover Article.

2017

Ebadi, Ashkan, Patrick J. Tighe, Lei Zhang, and Parisa Rashidi. “DisTeam: A decision support tool for surgical team selection.” Artificial intelligence in medicine 76 (2017): 16-26.

Selected as the Best 2017 article by the International Medical Informatics Association (IMIA) in the ‘Clinical Decision Support’ category. 

2017

Shickel, Benjamin, Martin Heesacker, Sherry Benton, and Parisa Rashidi. “Hashtag Healthcare: From Tweets to Mental Health Journals Using Deep Transfer Learning.” arXiv preprint arXiv:1708.01372 (2017).

In the top 25% of all research outputs scored by Altmetric. 

2014

Mohr, David C., Stephen M. Schueller, Enid Montague, Michelle Nicole Burns, and Parisa Rashidi. “The behavioral intervention technology model: an integrated conceptual and technological framework for eHealth and mHealth interventions.” Journal of medical Internet research 16, no. 6 (2014).

In the top 5% of all research outputs scored by Altmetric. Compared to other publications in the same field, this publication is extremely highly cited and has received approximately 23 times more citations than average. 

2013

Rashidi, Parisa, and Alex Mihailidis. “A survey on ambient-assisted living tools for older adults.” IEEE journal of biomedical and health informatics 17, no. 3 (2013): 579-590.

Compared to other publications in the same field, this publication is extremely highly cited and has received approximately 170 times more citations than average.

Among the Top 50 IEEE JBHI Papers of All Time.

2013

Acampora, Giovanni, Diane J. Cook, Parisa Rashidi, and Athanasios V. Vasilakos. “A survey on ambient intelligence in healthcare.” Proceedings of the IEEE 101, no. 12 (2013): 2470-2494.

Compared to other publications in the same field, this publication is extremely highly cited and has received approximately 99 times more citations than average.

2013

Cook, Diane J., Narayanan C. Krishnan, and Parisa Rashidi. “Activity discovery and activity recognition: A new partnership.” IEEE transactions on cybernetics 43, no. 3 (2013): 820-828.

Compared to other publications in the same field, this publication is extremely highly cited and has received approximately 34 times more citations than average. 

2011

Rashidi, Parisa, Diane J. Cook, Lawrence B. Holder, and Maureen Schmitter-Edgecombe. “Discovering activities to recognize and track in a smart environment.” IEEE transactions on knowledge and data engineering 23, no. 4 (2011): 527-539.

Compared to other publications in the same field, this publication is extremely highly cited and has received approximately 51 times more citations than average.

2009

Rashidi, Parisa, and Diane J. Cook. “Keeping the resident in the loop: Adapting the smart home to the user.” IEEE Transactions on systems, man, and cybernetics-part A: systems and humans 39, no. 5 (2009): 949-959.

Compared to other publications in the same field, this publication is extremely highly cited and has received approximately 59 times more citations than average. 

No. #5 Among the Top IEEE SMC Articles of All Time.