Patrick James Tighe

35 papers B 2Misc 1Journal 26Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning. J. Intell. Inf. Syst. Chen Bai, Mohammad A. Al-Ani, Shawna Amini, Patrick James Tighe, Catherine C. Price, Todd M. Manini, Mamoun T. Mardini
2024	J	`jnl`	Development of a Probabilistic Boolean network (PBN) to model intraoperative blood pressure management. Comput. Methods Programs Biomed. Chamara Gunaratne, Ron Ison, Catherine C. Price, François Modave, Patrick James Tighe
2024	J	`jnl`	Peri-AIIMS: Perioperative Artificial Intelligence Driven Integrated Modeling of Surgeries using Anesthetic, Physical and Cognitive Statuses for Predicting Hospital Outcomes. CoRR Sabyasachi Bandyopadhyay, Jiaqing Zhang, Ronald L. Ison, David J. Libon, Patrick James Tighe, Catherine C. Price, Parisa Rashidi
2024	J	`jnl`	XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction. CoRR Tingsong Xiao, Zelin Xu, Wenchong He, Jim Su, Yupu Zhang, Raymond Opoku, Ronald L. Ison, Jason Petho, Jiang Bian, Patrick James Tighe, Parisa Rashidi, Zhe Jiang
2023	J	`jnl`	Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status. CoRR Subhash Nerella, Ziyuan Guan, Andrea Davidson, Yuanfang Ren, Tezcan Baslanti, Brooke Armfield, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2023	J	`jnl`	Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. J. Am. Medical Informatics Assoc. Ruba Sajdeya, Mamoun T. Mardini, Patrick James Tighe, Ronald L. Ison, Chen Bai, Sebastian Jugl, Gao Hanzhi, Kimia Zandbiglari, Farzana Islam Adiba, Almut G. Winterstein, Thomas A Pearson, Robert L. Cook, Masoud Rouhizadeh
2023	—	`conf`	Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data. BIBM Jessica Sena, Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan, Jesimon Barreto, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, William Robson Schwartz, Parisa Rashidi
2022	J	`jnl`	Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using Dilated U-Net Deep Learning Architecture. CoRR Mizuki Miyatake, Subhash Nerella, David Simpson, Natalia Pawlowicz, Sarah Stern, Patrick James Tighe, Parisa Rashidi
2022	J	`jnl`	End-to-End Machine Learning Framework for Facial AU Detection in Intensive Care Units. CoRR Subhash Nerella, Kia Khezeli, Andrea Davidson, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2022	J	`jnl`	Fairness in the prediction of acute postoperative pain using machine learning models. Frontiers Digit. Health Anis Davoudi, Ruba Sajdeya, Ron Ison, Jennifer Hagen, Parisa Rashidi, Catherine C. Price, Patrick James Tighe
2022	J	`jnl`	Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks. Frontiers Digit. Health Benjamin Shickel, Brandon Silva, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Kia Khezeli, Ziyuan Guan, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2022	J	`jnl`	Phenotype clustering in health care: A narrative review for clinicians. Frontiers Artif. Intell. Tyler J. Loftus, Benjamin Shickel, Jeremy A. Balch, Patrick James Tighe, Kenneth L. Abbott, Brian Fazzone, Erik M. Anderson, Jared Rozowsky, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Scott A. Berceli, William R. Hogan, Philip A. Efron, J. Randall Moorman, Parisa Rashidi, Gilbert R. Upchurch Jr., Azra Bihorac
2022	J	`jnl`	Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit. Frontiers Digit. Health Anis Davoudi, Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2021	J	`jnl`	Accessing Artificial Intelligence for Clinical Decision-Making. Frontiers Digit. Health Chris Giordano, Meghan Brennan, Basma Mohamed, Parisa Rashidi, François Modave, Patrick James Tighe
2021	J	`jnl`	Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit using Flexible Multimodal Transformers. CoRR Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2021	B	`conf`	Pain Action Unit Detection in Critically Ill Patients. COMPSAC Subhash Nerella, Julie Cupka, Matthew Ruppert, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2021	J	`jnl`	Posture Recognition in the Critical Care Settings using Wearable Devices. CoRR Anis Davoudi, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Facial Action Unit Detection on ICU Data for Pain Assessment. CoRR Subhash Nerella, Azra Bihorac, Patrick James Tighe, Parisa Rashidi
2020	—	`conf`	Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients. EMBC Florenc Demrozi, Graziano Pravadelli, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients. CoRR Florenc Demrozi, Graziano Pravadelli, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2020	—	`conf`	Pain and Physical Activity Association in Critically Ill Patients EMBC Anis Davoudi, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	Pain and Physical Activity Association in Critically Ill Patients. CoRR Anis Davoudi, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2020	—	`conf`	Phenotyping Cognitive Impairment using Graphomotor and Latency Features in Digital Clock Drawing Test. EMBC Anis Davoudi, Catherine Dion, Shawna Amini, David J. Libon, Patrick James Tighe, Catherine C. Price, Parisa Rashidi
2019	B	`conf`	A Hybrid Evolutionary Strategy to Optimise Early-Stage Cancer Screening. CEC Grazziela P. Figueredo, Peng Shi, Andrew J. Parkes, Keith Evans, Jonathan M. Garibaldi, Ola Negm, Patrick James Tighe, Herbert F. Sewell, John Robertson
2019	J	`jnl`	A quest for the structure of intra- and postoperative surgical team networks: does the small-world property evolve over time? Soc. Netw. Anal. Min. Ashkan Ebadi, Patrick James Tighe, Lei Zhang, Parisa Rashidi
2018	J	`jnl`	A Quest for the Structure of Intra- and Postoperative Surgical Team Networks: Does the Small World Property Evolve over Time? CoRR Ashkan Ebadi, Patrick James Tighe, Lei Zheng, Parisa Rashidi
2018	J	`jnl`	Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis. IEEE J. Biomed. Health Informatics Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2018	J	`jnl`	Does the Position of Surgical Service Providers in Intra-Operative Networks Matter? Analyzing the Impact of Influencing Factors on Patients' Outcome. CoRR Ashkan Ebadi, Patrick James Tighe, Lei Zhang, Parisa Rashidi
2018	J	`jnl`	The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring. CoRR Anis Davoudi, Kumar Rohit Malhotra, Benjamin Shickel, Scott Siegel, Seth Williams, Matthew Ruppert, Emel Bihorac, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2018	J	`jnl`	Transition Icons for Time-Series Visualization and Exploratory Analysis. IEEE J. Biomed. Health Informatics Paul Nickerson, Raheleh Baharloo, Amal A. Wanigatunga, Todd M. Manini, Patrick James Tighe, Parisa Rashidi
2017	Misc	`conf`	Anesthesia Instrument Recognition System. AMIA Scott Siegel, Agyeiwaa O. Agyei, Anis Davoudi, Patrick James Tighe, Parisa Rashidi
2017	J	`jnl`	Deep EHR: A Survey of Recent Advances on Deep Learning Techniques for Electronic Health Record (EHR) Analysis. CoRR Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
2017	—	`conf`	Deep recurrent neural networks for predicting intraoperative and postoperative outcomes and trends. BHI Shruthi Gopalswamy, Patrick James Tighe, Parisa Rashidi
2017	J	`jnl`	DisTeam: A decision support tool for surgical team selection. Artif. Intell. Medicine Ashkan Ebadi, Patrick James Tighe, Lei Zhang, Parisa Rashidi
2016	—	`conf`	Deep neural network architectures for forecasting analgesic response. EMBC Paul Nickerson, Patrick James Tighe, Benjamin Shickel, Parisa Rashidi