Dr. Patrick Tighe, MD

• Anesthesiology

*Healthgrades does not verify qualifications for medical specialties. Please verify your provider's specialty and qualifications directly with your provider and applicable medical board.

• University Of Florida College Of Medicine

  Fellowship Hospital, 2010

• University Florida College Of Medicine

  Residency Hospital, 2009

• University Of Florida College Of Medicine

  Medical School, 2005

• Multi-objective optimization challenges in perioperative anesthesia: a review, 2020-12-14

• Classifying Non-Dementia and Alzheimer's disease/ Vascular Dementia Patients Using Kinematic, Time-Based, and Visuospatial Parameters: The Digital Clock Drawing Test, 2021-05-12

• Building an automated, machine learning-enabled platform for predicting post-operative complications, 2023-02-09

• Sex Differences in the Incidence of Severe Pain Events Following Surgery: A Review of 333,000 Pain Scores, 2014-07-08

• Machine Learning Applications in Solid Organ Transplantation and Related Complications, 2021-09-16

• Executive summary of the artificial intelligence in surgery series, 2021-11-21

• Association between Dual-Trajectories of Opioid and Gabapentinoid Use and Healthcare Expenditures among United States Medicare Beneficiaries, 2021-01-11

• The Evolution and Practice of Acute Pain Medicine, 2012-12-13

• Effects of patient and surgery characteristics on persistent postoperative pain: a mediation analysis, 2021-11-01

• Physiologic signatures within six hours of hospitalization identify acute illness phenotypes, 2022-10-13

• Age differences in the time-course and magnitude of changes in circulating neuropeptides following pain evocation in humans, 2017-04-29

• Characterizations of Temporal Postoperative Pain Signatures with Symbolic Aggregate Approximations, 2016-04-28

• Use of Machine-learning Classifiers to Predict Requests for Preoperative Acute Pain Service Consultation, 2012-09-07

• The Time Course of Acute Pain in Hospitalized Patients: Exciting Progress in Data and Methods, 2017-01-04

• Slow Dynamics of Acute Postoperative Pain Intensity Time Series Determined via Wavelet Analyses Are Associated with the Risk of Severe Postoperative Day 30 Pain, 2021-05-01

• Dual-Trajectories of Opioid and Gabapentinoid Use and Risk of Subsequent Drug Overdose among Medicare Beneficiaries in the United States: A Retrospective Cohort Study, 2020-08-19

• Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis, 2017-10-27

• Teaching a Machine to Feel Postoperative Pain: Combining High-Dimensional Clinical Data with Machine Learning Algorithms to Forecast Acute Postoperative Pain, 2015-05-29

• Transition Icons for Time Series Visualization and Exploratory Analysis, 2017-05-16

• Primer on machine learning: utilization of large data set analyses to individualize pain management, 2019-10-04

• Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit, 2022-05-17

• DisTeam: A decision support tool for surgical team selection, 2017-02-10

• Clinically derived early postoperative pain trajectories differ by age, sex, and type of surgery, 2015-01-06

• On Variance Estimate for Covariate Adjustment By Propensity Score Analysis, 2016-03-21

• When Does Postoperative Pain Resolve? Differences in Time to Onset of Sustained Postoperative Pain Relief(SuPPR), 2015-08-13

• Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks, 2022-11-09

• Concurrent use of prescription gabapentinoids with opioids and risk for fall-related injury among older US Medicare beneficiaries with chronic noncancer pain: A population-based cohort study, 2022-03-01

• Primary Payer Status is Associated with the Use of Nerve Block Placement for Ambulatory Orthopedic Surgery, 2012-02-10

• Trends, Patient and Prescriber Characteristics in Gabapentinoid Use in a Sample of United States Ambulatory Care Visits from 2003 to 2016, 2019-12-29

• Comparison of Four Airway Devices on Cervical Spine Alignment in Cadaver Models of Global Ligamentous Instability at C1-2, 2013-01-25

• Fairness in the prediction of acute postoperative pain using machine learning models, 2023-01-11

• Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning, 2019-05-29

• Intelligent, Autonomous Machines in Surgery, 2020-04-24

• The Painful Tweet: Text, Sentiment, and Community Structure Analyses of Tweets Pertaining to Pain, 2015-04-02

• Economic Considerations of Acute Pain Medicine Programs, 2017-06-16

• Robot-Assisted Regional Anesthesia: A Simulated Demonstration, 2010-06-25

• Phenotyping Cognitive Impairment using Graphomotor and Latency Features in Digital Clock Drawing Test, 2020-10-18

• Markov Chain evaluation of acute postoperative pain transition states, 2016-07-15

• Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients, 2020-10-15

• On Kernel Machine Learning for Propensity Score Estimation under Complex Confounding Structures, 2021-02-22

• Aligning Patient Acuity with Resource Intensity after Major Surgery: a Scoping Review, 2022-02-01

• Geospatial analysis of HCAHPS pain management experience scores in U.S. hospitals, 2014-02-10

• Of Rough Starts and Smooth Finishes: Correlations Between Post-Anesthesia Care Unit and Postoperative Days 1-5 Pain Scores, 2013-12-05