window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'UA-115625534-1');

Publication Types:

Activity and Circadian Rhythm of Sepsis Patients in the Intensive Care Unit

Conference Paper
Anis Davoudi, Duane B Corbett, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Scott C Brakenridge, Todd M Manini, Parisa Rashidi
The IEEE Conference on Biomedical and Health Informatics (BHI)
Publication year: 2018

Comparison of Gaussian Processes Methods to Linear methods for Imputation of Sparse Physiological Time Series

Conference Paper
Paul Nickerson, Raheleh Baharloo, Anis Davoudi, Azra Bihorac, Parisa Rashidi
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18), Honolulu, HI, USA.
Publication year: 2018

Autonomous Detection of Disruptions in the Intensive Care Unit Using Deep Mask R-CNN

Conference Paper
Kumar Rohit Malhotra, Anis Davoudi, Scott Siegel, Azra Bihorac, Parisa Rashidi
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 1863-1865
Publication year: 2018

Power-efficient real-time approach to non-wear time detection for smartwatches

Conference Paper
Matin Kheirkhahan, Hiranava Das, Manoj Battula, Anis Davoudi, Parisa Rashidi, Todd M Manini, Sanjay Ranka
In Biomedical & Health Informatics (BHI), 2017 IEEE EMBS International Conference on, pp. 217-220. IEEE
Publication year: 2017

DREAMS (Digital Rehabilitation Environment-Altering Medical System

Conference Paper
Marko Suvajdzic, Azra Bihorac, Parisa Rashidi
In Serious Games and Applications for Health (SeGAH), 2017 IEEE 5th International Conference on, pp. 1-5. IEEE
Publication year: 2017

Delirium Prediction using Machine Learning Models on Predictive Electronic Health Records Data

Conference Paper
Anis Davoudi, Tezcan Ozrazgat-Baslanti, Ashkan Ebadi, Alberto C Bursian, Azra Bihorac, Parisa Rashidi
In Bioinformatics and Bioengineering (BIBE), 2017 IEEE 17th International Conference on, pp. 568-573. IEEE
Publication year: 2017

Deep recurrent neural networks for predicting intraoperative and postoperative outcomes and trends

Conference Paper
Shruthi Gopalswamy, Patrick J Tighe, Parisa Rashidi
In Biomedical & Health Informatics (BHI), 2017 IEEE EMBS International Conference on, pp. 361-364
Publication year: 2017

Automatic Triage of Mental Health Forum Posts

Conference Paper
Benjamin Shickel, Parisa Rashidi
In Proceedings of the Third Workshop on Computational Lingusitics and Clinical Psychology (pp. 188-192)
Publication year: 2016

On the Scale-Free Characteristics of Surgical Team Networks

Conference Paper
Ashkan Ebadi, Patrick J Tighe, Lei Zheng, Parisa Rashidi
12th International Conference on Webometrics, Informetrics and Scientometrics (WIS) & 17th COLLNET Meeting,
Publication year: 2016

Roamm: A software infrastructure for real-time monitoring of personal health

Conference Paper
Sanjay Nair, Matin Kheirkhahan, Anis Davoudi, Parisa Rashidi, Amal A Wanigatunga, Duane B Corbett, Todd M Manini, Sanjay Ranka
In e-Health Networking, Applications and Services (Healthcom), 2016 IEEE 18th International Conference on, pp. 1-6
Publication year: 2016

Self-Reflective Sentiment Analysis

Conference Paper
Benjamin Shickel, Martin Heesacker, Sherry Benton, Ashkan Ebadi, Paul Nickerson, Parisa Rashidi
In Proceedings of the Third Workshop on Computational Lingusitics and Clinical Psychology (pp. 23-32)
Publication year: 2016

Deep Neural Network Architectures for Forecasting Analgesic Response

Conference Paper
Paul Nickerson, Patrick Tighe, Benjamin Shickel, Parisa Rashidi
In Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the (pp. 2966-2969)
Publication year: 2016

ART: An Availability-Aware Active Learning Framework for Data Streams

Conference Paper
Benjamin Shickel, Parisa Rashidi
In FLAIRS Conference (pp. 92-97)
Publication year: 2016

Using association rule mining to discover temporal relations of daily activities

Conference Paper
Ehsan Nazerfard, Parisa Rashidi, Diane J Cook
In International Conference On Smart homes and health Telematics (pp. 49-56). Springer, Berlin, Heidelberg.
Publication year: 2011

Domain selection and adaptation in smart homes

Conference Paper
Parisa Rashidi, Diane J Cook
In International Conference on Smart Homes and Health Telematics (pp. 17-24). Springer, Berlin, Heidelberg.
Publication year: 2011

Ask me better questions: active learning queries based on rule induction

Conference Paper
Parisa Rashidi, Diane J Cook
In Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 904-912). ACM
Publication year: 2011

Multi home transfer learning for resident activity discovery and recognition

Conference Paper
Parisa Rashidi, Diane J Cook
KDD Knowledge Discovery from Sensor Data, 56-63.
Publication year: 2010

Activity Recognition Based on Home to Home Transfer Learning

Conference Paper
Parisa Rashidi, Diane J Cook
In Plan, Activity, and Intent Recognition, AAAI 2010, pp 45-52.
Publication year: 2010

Discovering temporal features and relations of activity patterns

Conference Paper
Ehsan Nazerfard, Parisa Rashidi, Diane J Cook
In Data Mining Workshops (ICDMW), 2010 IEEE International Conference on (pp. 1069-1075). IEEE.
Publication year: 2010

Mining sensor streams for discovering human activity patterns over time

Conference Paper
Parisa Rashidi, Diane J Cook
In Data Mining (ICDM), 2010 IEEE 10th International Conference on (pp. 431-440). IEEE.
Publication year: 2010