Patrick J Tighe, MD, MS

Publications

Executive summary of the artificial intelligence in surgery series.
Surgery
2022

Early reduction in postoperative pain is associated with improved long-term function after shoulder arthroplasty: a retrospective case series.
European journal of orthopaedic surgery & traumatology : orthopedie traumatologie
2022

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.
PLoS medicine
2022

Concurrent Use of Prescription Opioids and Gabapentinoids in Older Adults.
American journal of preventive medicine
2022

Aligning Patient Acuity With Resource Intensity After Major Surgery: A Scoping Review.
Annals of surgery
2022

Slow Dynamics of Acute Postoperative Pain Intensity Time Series Determined via Wavelet Analysis Are Associated With the Risk of Severe Postoperative Day 30 Pain.
Anesthesia and analgesia
2021

Proof of concept: digital clock drawing behaviors prior to transcatheter aortic valve replacement may predict length of hospital stay and cost of care
Exploration of Medicine
2021

Preoperative Chronic Opioid Trajectories: A Change (in Any Direction) Would Do You Good?
Anesthesiology
2021

Predicting long-term postsurgical pain by examining the evolution of acute pain.
European journal of pain (London, England)
2021

Pain Action Unit Detection in Critically Ill Patients.
Proceedings : Annual International Computer Software and Applications Conference. COMPSAC
2021

On kernel machine learning for propensity score estimation under complex confounding structures.
Pharmaceutical statistics
2021

Normative References for Graphomotor and Latency Digital Clock Drawing Metrics for Adults Age 55 and Older: Operationalizing the Production of a Normal Appearing Clock.
Journal of Alzheimer's disease : JAD
2021

Multiobjective optimization challenges in perioperative anesthesia: A review.
Surgery
2021

Dual-trajectories of opioid and gabapentinoid use and risk of subsequent drug overdose among Medicare beneficiaries in the United States: a retrospective cohort study.
Addiction (Abingdon, England)
2021

Cannabis use assessment and documentation in healthcare: Priorities for closing the gap.
Preventive medicine
2021

Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity.
JAMA network open
2021

Association Between Dual Trajectories of Opioid and Gabapentinoid Use and Healthcare Expenditures Among US Medicare Beneficiaries.
Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research
2021

Accessing Artificial Intelligence for Clinical Decision-Making.
Frontiers in digital health
2021

A qualitative analysis of clinicians' communication strategies with family members of patients experiencing hospital-acquired delirium.
Geriatric nursing (New York, N.Y.)
2021

Risk of Opioid Overdose Associated With Concomitant Use of Opioids and Skeletal Muscle Relaxants: A Population-Based Cohort Study.
Clinical pharmacology and therapeutics
2020

Phenotyping Cognitive Impairment using Graphomotor and Latency Features in Digital Clock Drawing Test.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2020

Pain and Physical Activity Association in Critically Ill Patients
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2020

Opportunities for machine learning to improve surgical ward safety.
American journal of surgery
2020

Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2020

Intelligent, Autonomous Machines in Surgery.
The Journal of surgical research
2020

Forty-two Million Ways to Describe Pain: Topic Modeling of 200,000 PubMed Pain-Related Abstracts Using Natural Language Processing and Deep Learning-Based Text Generation.
Pain medicine (Malden, Mass.)
2020

Decision analysis and reinforcement learning in surgical decision-making.
Surgery
2020

Bias and ethical considerations in machine learning and the automation of perioperative risk assessment.
British journal of anaesthesia
2020

Artificial Intelligence and Surgical Decision-making.
JAMA surgery
2020

AAPM Virtual Issue on Innovation and Technology.
Pain medicine (Malden, Mass.)
2020

Trends, Patient and Prescriber Characteristics in Gabapentinoid Use in a Sample of United States Ambulatory Care Visits from 2003 to 2016.
Journal of clinical medicine
2019

The ACTTION-APS-AAPM Pain Taxonomy (AAAPT) Diagnostic Criteria for Acute Pain Conditions: An Introduction.
The journal of pain
2019

Primer on machine learning: utilization of large data set analyses to individualize pain management.
Current opinion in anaesthesiology
2019

Pilot Study: Neurocognitive Disorders and Colonoscopy in Older Adults.
Anesthesia and analgesia
2019

Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning.
Scientific reports
2019

Feasibility and Rationale for Incorporating Frailty and Cognitive Screening Protocols in a Preoperative Anesthesia Clinic.
Anesthesia and analgesia
2019

Emergency Department Airway Management Responsibilities in the United States.
Anesthesia and analgesia
2019

Clock Drawing Performance Slows for Older Adults After Total Knee Replacement Surgery.
Anesthesia and analgesia
2019

Chronic opioid use in patients undergoing treatment for oropharyngeal cancer.
The Laryngoscope
2019

Transition Icons for Time-Series Visualization and Exploratory Analysis.
IEEE journal of biomedical and health informatics
2018

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis.
IEEE journal of biomedical and health informatics
2018

The ACTTION-APS-AAPM Pain Taxonomy (AAAPT) Multidimensional Approach to Classifying Acute Pain Conditions.
The journal of pain
2017

The ACTTION-APS-AAPM Pain Taxonomy (AAAPT) Multidimensional Approach to Classifying Acute Pain Conditions.
Pain medicine (Malden, Mass.)
2017

Goals and Objectives to Optimize the Value of an Acute Pain Service in Perioperative Pain Management.
Techniques in orthopaedics (Rockville, Md.)
2017

Economic Considerations of Acute Pain Medicine Programs.
Techniques in orthopaedics (Rockville, Md.)
2017

DisTeam: A decision support tool for surgical team selection.
Artificial intelligence in medicine
2017

Characterizations of Temporal Postoperative Pain Signatures With Symbolic Aggregate Approximations.
The Clinical journal of pain
2017

Age differences in salivary markers of inflammation in response to experimental pain: does venipuncture matter?
Journal of pain research
2017

Age Differences in the Time Course and Magnitude of Changes in Circulating Neuropeptides After Pain Evocation in Humans.
The journal of pain
2017

Time to Onset of Sustained Postoperative Pain Relief (SuPPR): Evaluation of a New Systems-level Metric for Acute Pain Management.
The Clinical journal of pain
2016

The time course of acute pain in hospitalized patients: exciting progress in data and methods.
Pain
2016

On variance estimate for covariate adjustment by propensity score analysis.
Statistics in medicine
2016

Markov chain evaluation of acute postoperative pain transition states.
Pain
2016

Locating the optimal internal jugular target site for central venous line placement.
Journal of clinical anesthesia
2016

Ising Model of the Chronification of Acute Pain.
Pain medicine (Malden, Mass.)
2016

Deep neural network architectures for forecasting analgesic response.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2016

Acute and Chronic Kidney Disease and Cardiovascular Mortality After Major Surgery.
Annals of surgery
2016

The painful tweet: text, sentiment, and community structure analyses of tweets pertaining to pain.
Journal of medical Internet research
2015

Teaching a Machine to Feel Postoperative Pain: Combining High-Dimensional Clinical Data with Machine Learning Algorithms to Forecast Acute Postoperative Pain.
Pain medicine (Malden, Mass.)
2015

Incidence and mortality trends of aspiration pneumonia in Parkinson's disease in the United States, 1979-2010.
Parkinsonism & related disorders
2015

Clinically derived early postoperative pain trajectories differ by age, sex, and type of surgery.
Pain
2015

Acute Pain Medicine in the United States: A Status Report.
Pain medicine (Malden, Mass.)
2015

Sex differences in the incidence of severe pain events following surgery: a review of 333,000 pain scores.
Pain medicine (Malden, Mass.)
2014

Retrospective computed tomography mapping of intrapleural air may demonstrate optimal window for ultrasound diagnosis of pneumothorax.
Journal of intensive care medicine
2014

Of rough starts and smooth finishes: correlations between post-anesthesia care unit and postoperative days 1-5 pain scores.
Pain medicine (Malden, Mass.)
2014

Geospatial analysis of hospital consumer assessment of healthcare providers and systems pain management experience scores in U.S. hospitals.
Pain
2014

Are anesthesia start and end times randomly distributed? The influence of electronic records.
Journal of clinical anesthesia
2014

The evolution and practice of acute pain medicine.
Pain medicine (Malden, Mass.)
2013

Acute pain medicine in anesthesiology.
F1000prime reports
2013

A comparison of 4 airway devices on cervical spine alignment in cadaver models of global ligamentous instability at c1-2.
Anesthesia and analgesia
2013

Use of machine-learning classifiers to predict requests for preoperative acute pain service consultation.
Pain medicine (Malden, Mass.)
2012

Social network analysis and quantification of a prototypical acute pain medicine and regional anesthesia service.
Pain medicine (Malden, Mass.)
2012

Primary payer status is associated with the use of nerve block placement for ambulatory orthopedic surgery.
Regional anesthesia and pain medicine
2012

Virtual humans versus standardized patients: which lead residents to more correct diagnoses?
Academic medicine : journal of the Association of American Medical Colleges
2011

Use of machine learning theory to predict the need for femoral nerve block following ACL repair.
Pain medicine (Malden, Mass.)
2011

The progression of regional anesthesia into acute and perioperative pain medicine.
International anesthesiology clinics
2011

Noninvasive tissue oxygen saturation determined by near-infrared spectroscopy following peripheral nerve block.
Acta anaesthesiologica Scandinavica
2011

Artifactual increase in journal self-citation.
Anesthesia and analgesia
2011

Technical communication: robot-assisted regional anesthesia: a simulated demonstration.
Anesthesia and analgesia
2010

Robot-assisted airway support: a simulated case.
Anesthesia and analgesia
2010

New trends in regional anesthesia for shoulder surgery: Avoiding devastating complications.
International journal of shoulder surgery
2010

Severe thrombocytopenia in a neonate with congenital HIV infection.
The Journal of pediatrics
2005