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Author Details

Richard Andrew Taylor (CM4AI)
Yale University
2003
103
29
Clinical bioinformatics, Machine Learning
PMIDPaper TitleJournal TitlePublished Year
37269262Disparities Associated With Electronic Behavioral Alerts for Safety and Violence Concerns in the Emergency Department.Ann Emerg Med2024
36893103Clinical criteria to exclude acute vascular pathology on CT angiogram in patients with dizziness.PLoS One2023
37713393Computational phenotypes for patients with opioid-related disorders presenting to the emergency department.PLoS One2023
37948075Adoption of Emergency Department-Initiated Buprenorphine for Patients With Opioid Use Disorder: Secondary Analysis of a Cluster Randomized Trial.JAMA Netw Open2023
37061014Predicting relations between SOAP note sections: The value of incorporating a clinical information model.J Biomed Inform2023
37440299Authors' Reply to: Variability in Large Language Models' Responses to Medical Licensing and Certification Examinations.JMIR Med Educ2023
36753318How Does ChatGPT Perform on the United States Medical Licensing Examination (USMLE)? The Implications of Large Language Models for Medical Education and Knowledge Assessment.JMIR Med Educ2023
36744550Automatable end-of-life screening for older adults in the emergency department using electronic health records.J Am Geriatr Soc2023
34585611Head and Neck CTA Utilization: Analysis of Ordering Frequency and Nonroutine Results Communication, With Focus on the 50 Most Common Emergency Department Clinical Presentations.AJR Am J Roentgenol2022
38074187Patterns of Care Partner Communication for Persons Living with Dementia in the Emergency Department.J Geriatr Emerg Med2022
35907420Mapping emergency department asthma visits to identify poor-quality housing in New Haven, CT, USA: a retrospective cohort study.Lancet Public Health2022
35934988Racial and ethnic disparities in use of chemical restraint in the emergency department.Acad Emerg Med2022
35156912Identifying opioid-related electronic health record phenotypes for emergency care research and surveillance: An expert consensus driven concept mapping process.Subst Abus2022
34617133Scenarios to improve CT head utilization in the emergency department delineated by critical results reporting.Emerg Radiol2022
33069544Association between patient-physician gender concordance and patient experience scores. Is there gender bias?Am J Emerg Med2021
33492372Association of Race/Ethnicity and Other Demographic Characteristics With Use of Physical Restraints in the Emergency Department.JAMA Netw Open2021
33788846Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection.PLoS One2021
33889088The Clinician's Guide to the Machine Learning Galaxy.Front Physiol2021
34646684Machine Learning and Precision Medicine in Emergency Medicine: The Basics.Cureus2021
34515764Racial and Ethnic Disparities in Physical Restraint Use for Pediatric Patients in the Emergency Department.JAMA Pediatr2021
34842531Incorporating Domain Knowledge Into Language Models by Using Graph Convolutional Networks for Assessing Semantic Textual Similarity: Model Development and Performance Comparison.JMIR Med Inform2021
34457139Analysis of Health Trajectories Leading to Adverse Opioid-Related Events.AMIA Jt Summits Transl Sci Proc2021
34392707Risk factor identification and predictive models for central line requirements for patients on vasopressors.Anaesth Intensive Care2021
34340873Documentation of Shared Decisionmaking in the Emergency Department.Ann Emerg Med2021
34310793Myopericarditis in young adults presenting to the emergency department after receiving a second COVID-19 mRNA vaccine.Acad Emerg Med2021
33059985Forty years of emergency medicine research: Uncovering research themes and trends through topic modeling.Am J Emerg Med2021
33277733Machine Learning in Emergency Medicine: Keys to Future Success.Acad Emerg Med2021
32537138Synthesis of fracture radiographs with deep neural networks.Health Inf Sci Syst2020
33746351Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings.Proc Conf Assoc Comput Linguist Meet2020
32838371Patient factors associated with SARS-CoV-2 in an admitted emergency department population.J Am Coll Emerg Physicians Open2020
32915467Race and Use of Physical Restraints: Premature Conclusions for "Disparities in Care"?Acad Emerg Med2020
32743602Clinical Characteristics and Outcomes for 7,995 Patients with SARS-CoV-2 Infection.medRxiv2020
32713624Early Prediction of Acute Kidney Injury in the Emergency Department With Machine-Learning Methods Applied to Electronic Health Record Data.Ann Emerg Med2020
32713485Open Science in Emergency Medicine Research.Ann Emerg Med2020
32734154Generating contextual embeddings for emergency department chief complaints.JAMIA Open2020
32930937Performance of Temporal Artery Temperature Measurement in Ruling Out Fever: Implications for COVID-19 Screening.J Gen Intern Med2020
30714642US-Pro: An Application Enabling Efficient, High-Throughput Ultrasound Video Processing.J Ultrasound Med2019
31984367Predicting 72-hour and 9-day return to the emergency department using machine learning.JAMIA Open2019
31946618Sparse Embedding for Interpretable Hospital Admission Prediction.Annu Int Conf IEEE Eng Med Biol Soc2019
30119940Physical Restraint Use in Adult Patients Presenting to a General Emergency Department.Ann Emerg Med2019
29310983Applying advanced analytics to guide emergency department operational decisions: A proof-of-concept study examining the effects of boarding.Am J Emerg Med2018
30028888Predicting hospital admission at emergency department triage using machine learning.PLoS One2018
29975119The Impact of Risk Standardization on Variation in CT Use and Emergency Physician Profiling.AJR Am J Roentgenol2018
29970009Assessment of the Feasibility of automated, real-time clinical decision support in the emergency department using electronic health record data.BMC Emerg Med2018
29513742Predicting urinary tract infections in the emergency department with machine learning.PLoS One2018
28435491Agreement Between Serum Assays Performed in ED Point-of-Care and Hospital Central Laboratories.West J Emerg Med2017
26782795Emergency physician focused cardiac ultrasound improves diagnosis of ascending aortic dissection.Am J Emerg Med2016
27698180Use of Point-of-Care Ultrasound in the Emergency Department: Insights From the 2012 Medicare National Payment Data Set.J Ultrasound Med2016
27378053Determination of a Testing Threshold for Lumbar Puncture in the Diagnosis of Subarachnoid Hemorrhage after a Negative Head Computed Tomography: A Decision Analysis.Acad Emerg Med2016
27343485The Association Between Physician Empathy and Variation in Imaging Use.Acad Emerg Med2016
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Collaborators

Adrian D Haimovich
Beth Israel Deaconess Medical Center
Co-authored papers 16
Edward R Melnick
Yale University School of Medicine
Co-authored papers 7
David Chartash
Center for Medical Informatics, Yale University School of Medicine
Co-authored papers 6
Cynthia A Brandt
Yale University
Co-authored papers 5
Wade Schulz (CM4AI)
Yale University
Co-authored papers 5
James Dziura
Yale School of Medicine
Co-authored papers 4
Kevin N Sheth
Yale School of Medicine
Co-authored papers 3
Frederick Warner
Center for Outcomes Research and Evaluation, Yale-New Haven Hospital
Co-authored papers 3
Harlan M Krumholz
Yale School of Medicine
Co-authored papers 3
David A Fiellin
Yale School of Public Health, United States Yale School of Medicine
Co-authored papers 3
Nathan C Hurley
Texas A&M University
Co-authored papers 3
Bobak J Mortazavi
Center for Outcomes Research and Evaluation, Yale New Haven Hospital
Co-authored papers 3
Akiko Iwasaki
Yale University
Co-authored papers 2
Keith Churchwell
Yale New Haven Hospital
Co-authored papers 2
Jeremiah S Hinson
Johns Hopkins School of Medicine
Co-authored papers 2
Allen L Hsiao
Yale University School of Medicine
Co-authored papers 2
Albert I Ko
Instituto Goncalo Moniz, Yale School of Public Health
Co-authored papers 2
Andreas Coppi
Center for Outcomes Research and Evaluation, Yale-New Haven Hospital
Co-authored papers 2
Murat Gunel
Yale School of Medicine
Co-authored papers 2
Roy S Herbst
Yale School of Medicine
Co-authored papers 2
Avinainder Singh
Yale University School of Medicine
Co-authored papers 2
Merceditas Villanueva
Yale University
Co-authored papers 2
Jacob McPadden
Yale School of Medicine
Co-authored papers 2
Jonathan M Siner
Yale University School of Medicine
Co-authored papers 2
Charles S Dela Cruz
Department of Microbial Pathogenesis Yale University New Haven
Co-authored papers 2
Shelli F Farhadian
Yale School of Medicine
Co-authored papers 2
Rebecca Pulk
Yale School of Medicine
Co-authored papers 2
Eric J Velazquez
Yale School of Medicine
Co-authored papers 2
H Patrick Young
Center for Outcomes Research and Evaluation, Yale-New Haven Hospital
Co-authored papers 1
Guannan Gong
Co-authored papers 1
Release 1.2