Patrick J. Tighe

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 22

Top Topics

Exploratory Analysis

Wearable Devices

Top Venues

IEEE J. Biomed. Health Informatics

Artif. Intell. Medicine

Publications

Chris Giordano, Meghan Brennan, Basma Mohamed, Parisa Rashidi, François Modave, Patrick J. Tighe
Accessing Artificial Intelligence for Clinical Decision-Making. Frontiers Digit. Health 3 (2021)
Benjamin Shickel, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit using Flexible Multimodal Transformers. CoRR (2021)
Subhash Nerella, Julie Cupka, Matthew Ruppert, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Pain Action Unit Detection in Critically Ill Patients. COMPSAC (2021)
Anis Davoudi, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Posture Recognition in the Critical Care Settings using Wearable Devices. CoRR (2021)
Anis Davoudi, Tezcan Ozrazgat-Baslanti, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
. EMBC (2020)
Subhash Nerella, Azra Bihorac, Patrick J. Tighe, Parisa Rashidi
Facial Action Unit Detection on ICU Data for Pain Assessment. CoRR (2020)
Florenc Demrozi, Graziano Pravadelli, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients. CoRR (2020)
Anis Davoudi, Catherine Dion, Shawna Amini, David J. Libon, Patrick J. Tighe, Catherine C. Price, Parisa Rashidi
Phenotyping Cognitive Impairment using Graphomotor and Latency Features in Digital Clock Drawing Test. EMBC (2020)
Florenc Demrozi, Graziano Pravadelli, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients. EMBC (2020)
Anis Davoudi, Tezcan Ozrazgat-Baslanti, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Pain and Physical Activity Association in Critically Ill Patients. CoRR (2020)
Ashkan Ebadi, Patrick J. Tighe, Lei Zhang, Parisa Rashidi
A quest for the structure of intra- and postoperative surgical team networks: does the small-world property evolve over time? Soc. Netw. Anal. Min. 9 (1) (2019)
Grazziela P. Figueredo, Peng Shi, Andrew J. Parkes, Keith Evans, Jonathan M. Garibaldi, Ola Negm, Patrick J. Tighe, Herbert F. Sewell, John Robertson
A Hybrid Evolutionary Strategy to Optimise Early-Stage Cancer Screening. CEC (2019)
Ashkan Ebadi, Patrick J. Tighe, Lei Zheng, Parisa Rashidi
A Quest for the Structure of Intra- and Postoperative Surgical Team Networks: Does the Small World Property Evolve over Time? CoRR (2018)
Ashkan Ebadi, Patrick J. Tighe, Lei Zhang, Parisa Rashidi
Does the Position of Surgical Service Providers in Intra-Operative Networks Matter? Analyzing the Impact of Influencing Factors on Patients' Outcome. CoRR (2018)
Benjamin Shickel, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis. IEEE J. Biomed. Health Informatics 22 (5) (2018)
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
The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring. CoRR (2018)
Paul Nickerson, Raheleh Baharloo, Amal A. Wanigatunga, Todd M. Manini, Patrick J. Tighe, Parisa Rashidi
Transition Icons for Time-Series Visualization and Exploratory Analysis. IEEE J. Biomed. Health Informatics 22 (2) (2018)
Scott Siegel, Agyeiwaa O. Agyei, Anis Davoudi, Patrick J. Tighe, Parisa Rashidi
Anesthesia Instrument Recognition System. AMIA (2017)
Shruthi Gopalswamy, Patrick J. Tighe, Parisa Rashidi
Deep recurrent neural networks for predicting intraoperative and postoperative outcomes and trends. BHI (2017)
Ashkan Ebadi, Patrick J. Tighe, Lei Zhang, Parisa Rashidi
DisTeam: A decision support tool for surgical team selection. Artif. Intell. Medicine 76 (2017)
Benjamin Shickel, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Deep EHR: A Survey of Recent Advances on Deep Learning Techniques for Electronic Health Record (EHR) Analysis. CoRR (2017)
Paul Nickerson, Patrick J. Tighe, Benjamin Shickel, Parisa Rashidi
Deep neural network architectures for forecasting analgesic response. EMBC (2016)