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PUBLICATIONS

  1. Robinson, L., Cramer, L. D., Ray, J. M., Brashear, T. K., Agboola, I. K., Bernstein, S. L., ... & Wong, A. H. (2022). Racial and ethnic disparities in use of chemical restraint in the emergency department. Academic emergency medicine: official journal of the Society for Academic Emergency Medicine, 29(12), 1496-1499.

  2. Taylor, R. A., Fiellin, D., D’Onofrio, G., & Venkatesh, A. K. (2022). Identifying opioid-related electronic health record phenotypes for emergency care research and surveillance: An expert consensus driven concept mapping process. Substance abuse, 43(1), 841-847.

  3. Li, I., Pan, J., Goldwasser, J., Verma, N., Wong, W. P., Nuzumlalı, M. Y., ... & Radev, D. (2022). Neural natural language processing for unstructured data in electronic health records: A review. Computer Science Review, 46, 100511.

  4. Taylor, A., Kinsman, J., Hawk, K., D'Onofrio, G., Malicki, C., Malcom, B., ... & Venkatesh, A. K. (2022). Development and testing of data infrastructure in the American College of Emergency Physicians’ Clinical Emergency Data Registry for opioid‐related research. Journal of the American College of Emergency Physicians Open, 3(5), e12816.

  5. Hurley, N. C., Haimovich, A. D., Taylor, R. A., & Mortazavi, B. J. (2022). Visualization of emergency department clinical data for interpretable patient phenotyping. Smart Health, 25, 100285.

  6. Samuels, E. A., Taylor, R. A., Pendyal, A., Shojaee, A., Mainardi, A. S., Lemire, E. R., ... & Haber, A. L. (2022). Mapping emergency department asthma visits to identify poor-quality housing in New Haven, CT, USA: a retrospective cohort study. The Lancet Public Health, 7(8), e694-e704.

  7. Tu, L. H., Malhotra, A., Venkatesh, A. K., Taylor, R. A., Sheth, K. N., Forman, H. P., & Yaesoubi, R. (2022). Head and neck CTA utilization: analysis of ordering frequency and nonroutine results communication, with focus on the 50 most common emergency department clinical presentations. American Journal of Roentgenology, 218(3), 544-551.

  8. Tu, L. H., Venkatesh, A. K., Malhotra, A., Taylor, R. A., Sheth, K. N., Forman, H. P., & Yaesoubi, R. (2022). Scenarios to improve CT head utilization in the emergency department delineated by critical results reporting. Emergency Radiology, 29(1), 81-88.

  9. Venkatesh, A. K., Janke, A. T., Kinsman, J., Rothenberg, C., Goyal, P., Malicki, C., ... & Hawk, K. (2022). Emergency department utilization for substance use disorders and mental health conditions during COVID-19. PloS one, 17(1), e0262136.

  10. Hawk, K., Malicki, C., Kinsman, J., D’Onofrio, G., Taylor, A., & Venkatesh, A. (2021). Feasibility and acceptability of electronic administration of patient reported outcomes using mHealth platform in emergency department patients with non-medical opioid use. Addiction Science & Clinical Practice, 16(1), 1-10.

  11. Nash, K. A., Tolliver, D. G., Taylor, R. A., Calhoun, A. J., Auerbach, M. A., Venkatesh, A. K., & Wong, A. H. (2021). Racial and ethnic disparities in physical restraint use for pediatric patients in the emergency department. JAMA pediatrics, 175(12), 1283-1285.

  12. Chang, D., Lin, E., Brandt, C., & Taylor, R. A. (2021). Incorporating Domain Knowledge Into Language Models by Using Graph Convolutional Networks for Assessing Semantic Textual Similarity: Model Development and Performance Comparison. JMIR Medical Informatics, 9(11), e23101.

  13. Chartash, D., Sharifi, M., Emerson, B., Frank, R., Schoenfeld, E. M., Tanner, J., ... & Taylor, R. A. (2021). Documentation of Shared Decisionmaking in the Emergency Department. Annals of Emergency Medicine, 78(5), 637-649.

  14. Hawk, K., Taylor, A., Phadke, M., Li, F., Dziura, J., Perrone, J., ... & ED INNOVATION Research Group. (2021). 221 Changes in Emergency Department Visits for Opioid-Related Diagnosis, Opioid Overdose and Buprenorphine Use Across 14 US Emergency Departments During the SARS-CoV-2 Pandemic. Annals of Emergency Medicine, 78(4), S89-S90.

  15. Lee, S., Lam, S. H., Rocha, T. A. H., Fleischman, R. J., Staton, C. A., Taylor, R., & Limkakeng, A. T. (2021). Machine learning and precision medicine in emergency medicine: the basics. Cureus, 13(9).

  16. Haimovich, A. D., Jiang, R., Taylor, R. A., & Belsky, J. B. (2021). Risk factor identification and predictive models for central line requirements for patients on vasopressors. Anaesthesia and Intensive Care, 49(4), 275-283.

  17. Fleming‐Nouri, A., Haimovich, A. D., Yang, D., Schulz, W. L., Coppi, A., & Taylor, R. A. (2021). Myopericarditis in young adults presenting to the emergency department after receiving a second COVID‐19 mRNA vaccine. Academic Emergency Medicine, 28(7), 802.

  18. Porturas, T., & Taylor, R. A. (2021). Forty years of emergency medicine research: Uncovering research themes and trends through topic modeling. The American Journal of Emergency Medicine, 45, 213-220.

  19. Chekijian, S., Kinsman, J., Taylor, R. A., Ravi, S., Parwani, V., Ulrich, A., ... & Agrawal, P. (2021). Association between patient-physician gender concordance and patient experience scores. Is there gender bias?. The American Journal of Emergency Medicine, 45, 476-482.

  20. D'Onofrio, G., Hawk, K. F., Herring, A. A., Perrone, J., Cowan, E., McCormack, R. P., ... & Fiellin, D. A. (2021). The design and conduct of a randomized clinical trial comparing emergency department initiation of sublingual versus a 7-day extended-release injection formulation of buprenorphine for opioid use disorder: Project ED Innovation. Contemporary Clinical Trials, 104, 106359.

  21. Shen, L., Kann, B. H., Taylor, R. A., & Shung, D. L. (2021). The Clinician's Guide to the Machine Learning Galaxy. Frontiers in Physiology, 12, 658583.

  22. McPadden, J., Warner, F., Young, H. P., Hurley, N. C., Pulk, R. A., Singh, A., ... & Schulz, W. L. (2021). Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection. PloS one, 16(3), e0243291.

  23.  Wong, A. H., Whitfill, T., Ohuabunwa, E. C., Ray, J. M., Dziura, J. D., Bernstein, S. L., & Taylor, R. A. (2021). 49156 Effects of Race and Demographics on Use of Physical Restraints in the Emergency Department. Journal of Clinical and Translational Science, 5(s1), 121-122.

  24. Wong, A. H., Whitfill, T., Ohuabunwa, E. C., Ray, J. M., Dziura, J. D., Bernstein, S. L., & Taylor, R. A. (2021). Association of race/ethnicity and other demographic characteristics with use of physical restraints in the emergency department. JAMA Network Open, 4(1), e2035241-e2035241.

  25. Hawk, K., Taylor, A., Phadke, M., Li, F., Dziura, J., Perrone, J., ... & ED INNOVATION Research Group. (2021). 221 Changes in Emergency Department Visits for Opioid-Related Diagnosis, Opioid Overdose and Buprenorphine Use Across 14 US Emergency Departments During the SARS-CoV-2 Pandemic. Annals of Emergency Medicine, 78(4), S89-S90.

  26. Gilson, A. S., Chartash, D., Chang, D., Hawk, K., D'Onofrio, G., Haimovich, A. D., ... & Taylor, R. A. (2021). Analysis of Health Trajectories Leading to Adverse Opioid-Related Events. AMIA Summits on Translational Science Proceedings, 2021, 248.

  27. Taylor, R. A., & Haimovich, A. D. (2020). Machine Learning in Emergency Medicine: Keys to Future Success. Academic Emergency Medicine: Official Journal of the Society for Academic Emergency Medicine.

  28. Sangal, R. B., Fodeh, S., Taylor, A., Rothenberg, C., Finn, E. B., Sheth, K., ... & Venkatesh, A. (2020). Identification of patients with nontraumatic intracranial hemorrhage using administrative claims data. Journal of Stroke and Cerebrovascular Diseases, 29(12), 105306.

  29. Venkatesh, A., Malicki, C., Hawk, K., D’Onofrio, G., Kinsman, J., & Taylor, A. (2020). Assessing the readiness of digital data infrastructure for opioid use disorder research. Addiction Science & Clinical Practice, 15(1), 1-7.

  30. Chedid, N., Sadda, P., Gonchigar, A., Langdon, J., Porrino, J., Haims, A., & Taylor, R. A. (2020). Synthesis of fracture radiographs with deep neural networks. Health Information Science and Systems, 8(1), 1-10.

  31. Kennedy, M., Helfand, B. K., Gou, R. Y., Gartaganis, S. L., Webb, M., Moccia, J. M., ... & Inouye, S. K. (2020). Delirium in older patients with COVID-19 presenting to the emergency department. JAMA network open, 3(11), e2029540-e2029540.

  32. Haimovich, A. D., Taylor, R. A., Krumholz, H. M., & Venkatesh, A. K. (2020). Performance of temporal artery temperature measurement in ruling out fever: implications for COVID-19 screening. Journal of General Internal Medicine, 35(11), 3398-3400.

  33. Richards, E. M. F., Pain, L., Taylor, A., Li, F. H. Q., & Dean, A. (2020). G369 (P) Developing palliative care for children in a resource-limited trust–preliminary capacity building model and novel holistic needs assessment tool. Archives of Disease in Childhood, 105(Suppl 1), A132-A132.

  34. Ohuabunwa, E. C., Whitfill, T., Ray, J. M., Bernstein, S. L., Taylor, R. A., & Wong, A. H. (2020). 402 The Effect of Patient Demographics on the Odds of Restraint Use for Agitation in the Emergency Department. Annals of Emergency Medicine, 76(4), S153-S154.

  35. Martinez, D. A., Levin, S. R., Klein, E. Y., Parikh, C. R., Menez, S., Taylor, R. A., & Hinson, J. S. (2020). Early prediction of acute kidney injury in the emergency department with machine-learning methods applied to electronic health record data. Annals of emergency medicine, 76(4), 501-514.

  36. Haimovich, A. D., Ravindra, N. G., Stoytchev, S., Young, H. P., Wilson, F. P., van Dijk, D., ... & Taylor, R. A. (2020). Development and validation of the quick COVID-19 severity index: a prognostic tool for early clinical decompensation. Annals of emergency medicine, 76(4), 442-453.

  37. Taylor, R. A., Boatright, D., & Wong, A. H. (2020). Race and Use of Physical Restraints: Premature Conclusions for" Disparities in Care"?. Academic Emergency Medicine: Official Journal of the Society for Academic Emergency Medicine.

  38. Taylor, R. A., Haimovich, A. D., Horng, S., Hinson, J., Levin, S., Porturas, T., ... & Hall, M. K. (2020). Open science in emergency medicine research. Annals of emergency medicine, 76(2), 247-248.

  39. Haimovich, A. D., Warner, F., Young, H. P., Ravindra, N. G., Sehanobish, A., Gong, G., ... & Taylor, R. A. (2020). Patient factors associated with SARS‐CoV‐2 in an admitted emergency department population. Journal of the American College of Emergency Physicians Open, 1(4), 569-577.

  40. Chang, D., Hong, W. S., & Taylor, R. A. (2020). Generating contextual embeddings for emergency department chief complaints. JAMIA open, 3(2), 160-166.

  41. Chang, D., Balažević, I., Allen, C., Chawla, D., Brandt, C., & Taylor, R. A. (2020, July). Benchmark and best practices for biomedical knowledge graph embeddings. In Proceedings of the conference. Association for Computational Linguistics. Meeting (Vol. 2020, p. 167). NIH Public Access.

  42. Duke, C. B., Sallade, T. D., Starling, J., Pant, S., Sheets, A., McElwee, M. K., ... & Keyes, L. E. (2020). Hypertension and acute mountain sickness in himalayan trekkers in nepal: an observational cohort study. Wilderness & environmental medicine, 31(2), 157-164.

  43. Shung, D., Tsay, C., Laine, L., Chang, D., Li, F., Thomas, P., Partridge, C., Simonov, M., Hsiao, A., Tay, J. K., & Taylor, A. (2021). Early identification of patients with acute gastrointestinal bleeding using natural language processing and decision rules. Journal of gastroenterology and hepatology, 36(6), 1590–1597.

  44. Kennedy, M., Helfand, B. K., Gou, R. Y., Gartaganis, S. L., Webb, M., Moccia, J. M., ... & Inouye, S. K. (2020). Delirium in older patients with COVID-19 presenting to the emergency department. JAMA network open, 3(11), e2029540-e2029540.

  45. Haimovich, A. D., Ravindra, N. G., Stoytchev, S., Young, H. P., Wilson, F. P., van Dijk, D., ... & Taylor, R. A. (2020). Development and validation of the quick COVID-19 severity index: a prognostic tool for early clinical decompensation. Annals of emergency medicine, 76(4), 442-453.

  46. Shung, D. L., Au, B., Taylor, R. A., Tay, J. K., Laursen, S. B., Stanley, A. J., ... & Laine, L. (2020). Validation of a machine learning model that outperforms clinical risk scoring systems for upper gastrointestinal bleeding. Gastroenterology, 158(1), 160-167.

  47. Hong, W. S., Haimovich, A. D., & Taylor, R. A. (2019). Predicting 72-hour and 9-day return to the emergency department using machine learning. JAMIA open, 2(3), 346-352.

  48. Haimovich, A. D., Lehmann, Z., & Taylor, R. A. (2019). US‐Pro: An Application Enabling Efficient, High‐Throughput Ultrasound Video Processing. Journal of Ultrasound in Medicine, 38(10), 2761-2767.

  49. Huo, Z., Sundararajhan, H., Hurley, N. C., Haimovich, A., Taylor, R. A., & Mortazavi, B. J. (2019, July). Sparse embedding for interpretable hospital admission prediction. In 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 3438-3441). IEEE.

  50. Wong, A. H., Taylor, R. A., Ray, J. M., & Bernstein, S. L. (2019). Physical restraint use in adult patients presenting to a general emergency department. Annals of emergency medicine, 73(2), 183-192.

  51. Perry, W. M., Hossain, R., & Taylor, R. A. (2018). Assessment of the Feasibility of automated, real-time clinical decision support in the emergency department using electronic health record data. BMC emergency medicine, 18(1), 1-6.

  52. Taylor, R. A., Venkatesh, A., Parwani, V., Chekijian, S., Shapiro, M., Oh, A., ... & Ulrich, A. (2018). Applying advanced analytics to guide emergency department operational decisions: A proof-of-concept study examining the effects of boarding. The American journal of emergency medicine, 36(9), 1534-1539.

  53. Taylor, R. A., Melnick, E., Fleishman, W., & Venkatesh, A. (2018). The Impact of Risk Standardization on Variation in CT Use and Emergency Physician Profiling. American Journal of Roentgenology, 211(2), 392-399.

  54. Hong, W. S., Haimovich, A. D., & Taylor, R. A. (2018). Predicting hospital admission at emergency department triage using machine learning. PloS one, 13(7), e0201016.

  55. Taylor, R. A., Moore, C. L., Cheung, K. H., & Brandt, C. (2018). Predicting urinary tract infections in the emergency department with machine learning. PloS one, 13(3), e0194085.

  56. Taylor, R. A., & Moore, C. L. (2017). Point‐of‐Care Ultrasonography of the Thoracic Aorta. Emergency Point‐of‐Care Ultrasound, 32-38.

  57. Dashevsky, M., Bernstein, S. L., Barsky, C. L., & Taylor, R. A. (2017). Agreement between serum assays performed in ED point-of-care and hospital central laboratories. Western Journal of Emergency Medicine, 18(3), 403.

  58. Hall, M. K., Hall, J., Gross, C. P., Harish, N. J., Liu, R., Maroongroge, S., ... & Taylor, R. A. (2016). Use of Point‐of‐Care Ultrasound in the Emergency Department: Insights From the 2012 Medicare National Payment Data Set. Journal of Ultrasound in Medicine, 35(11), 2467-2474.

  59. Taylor, R. A., Singh Gill, H., Marcolini, E. G., Meyers, H. P., Faust, J. S., & Newman, D. H. (2016). Determination of a testing threshold for lumbar puncture in the diagnosis of subarachnoid hemorrhage after a negative head computed tomography: a decision analysis. Academic Emergency Medicine, 23(10), 1119-1127.

  60. Melnick, E. R., O'Brien, E. G., Kovalerchik, O., Fleischman, W., Venkatesh, A. K., & Taylor, R. A. (2016). The association between physician empathy and variation in imaging use. Academic Emergency Medicine, 23(8), 895-904.

  61. Hall, M. K., Taylor, R. A., Luty, S., Allen, I. E., & Moore, C. L. (2016). Impact of point-of-care ultrasonography on ED time to disposition for patients with nontraumatic shock. The American Journal of Emergency Medicine, 34(6), 1022-1030.

  62. Pare, J. R., Liu, R., Moore, C. L., Sherban, T., Kelleher Jr, M. S., Thomas, S., & Taylor, R. A. (2016). Emergency physician focused cardiac ultrasound improves diagnosis of ascending aortic dissection. The American Journal of Emergency Medicine, 34(3), 486-492.

  63. Taylor, R. A., Pare, J. R., Venkatesh, A. K., Mowafi, H., Melnick, E. R., Fleischman, W., & Hall, M. K. (2016). Prediction of in‐hospital mortality in emergency department patients with sepsis: a local big data–driven, machine learning approach. Academic emergency medicine, 23(3), 269-278.

  64. Moore, C. L., Broder, J., Gunn, M. L., Bhargavan‐Chatfield, M., Cody, D., Cullison, K., ... & Sodickson, A. D. (2015). Comparative effectiveness research: alternatives to “traditional” computed tomography use in the acute care setting. Academic Emergency Medicine, 22(12), 1465-1473.

  65. Rogers, R. L. G., Narvaez, Y., Venkatesh, A. K., Fleischman, W., Hall, M. K., Taylor, R. A., ... & Melnick, E. R. (2015). Improving emergency physician performance using audit and feedback: a systematic review. The American journal of emergency medicine, 33(10), 1505-1514.

  66. Post, L. A., Vaca, F. E., Biroscak, B. J., Dziura, J., Brandt, C., Bernstein, S. L., ... & D'Onofrio, G. (2015). The prevalence and characteristics of emergency medicine patient use of new media. JMIR mHealth and uHealth, 3(3), e4438.

  67. Melnick, E. R., Keegan, J., & Taylor, R. A. (2015). Redefining overuse to include costs: a decision analysis for computed tomography in minor head injury. The Joint Commission Journal on Quality and Patient Safety, 41(7), 313-AP2.

  68. Kennedy Hall, M., Coffey, E. C., Herbst, M., Liu, R., Pare, J. R., Andrew Taylor, R., ... & Moore, C. L. (2015). The “5Es” of emergency physician–performed focused cardiac ultrasound: a protocol for rapid identification of effusion, ejection, equality, exit, and entrance. Academic Emergency Medicine, 22(5), 583-593.

  69. Taylor, R. A., & Moore, C. L. (2014). Accuracy of emergency physician-performed limited echocardiography for right ventricular strain. The American journal of emergency medicine, 32(4), 371-374.

  70. Taylor, R. A., Davis, J., Liu, R., Gupta, V., Dziura, J., & Moore, C. L. (2013). Point-of-care focused cardiac ultrasound for prediction of pulmonary embolism adverse outcomes. The Journal of emergency medicine, 45(3), 392-399.

  71. Taylor, R. A., & Iyer, N. S. (2013). A decision analysis to determine a testing threshold for computed tomographic angiography and D-dimer in the evaluation of aortic dissection. The American Journal of Emergency Medicine, 31(7), 1047-1055.

  72. Andrew Taylor, R., Oliva, I., Van Tonder, R., Elefteriades, J., Dziura, J., & Moore, C. L. (2012). Point‐of‐care focused cardiac ultrasound for the assessment of thoracic aortic dimensions, dilation, and aneurysmal disease. Academic Emergency Medicine, 19(2), 244-247.

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