Associate ProfessorDepartment of Emergency Medicine Director of Data Science and Informatics, Department of Emergency MedicineSites of Practice: Harborview Medical CenterUniversity of Washington Medical CenterFaculty Information Biography Dr. M. Kennedy Hall's research studying healthcare utilization occurs at the intersection of informatics, emergency diagnostic imaging, and value-based care. During his residency, he became interested in health-care utilization work as he witnessed a variety health conditions in need of a newer approach to match with the changing priorities of health care due to advancements in the delivery of the care we provide. He honed the ability to study these approaches during his health-services research fellowship leveraging robust statistical approaches, as well as completing a point-of-care ultrasound fellowship. He feels fortunate to be have joined as faculty here at the University of Washington, with so many other bright people who are all here to provide the highest quality of care possible. Education & Training: MDThe Albert Einstein College of Medicine2009 Internship and Residency, Emergency MedicineUniversity of California San Francisco2013 Fellowship, Ultrasound,ResearchYale University School of Medicine2013 MHSYale University School of Medicine2015 Contact Email: mkhall@uw.eduMailing Address: University of Washington Medical CenterMagnuson Health Sciences Building,F Wing, UW Box 3572351705 NE Pacific StreetSeattle, WA 98195 Research & Clinical Interests Research Interests: Point-of-Care Ultrasound Diagnostic Imaging Informatics and Machine Learning Patient-Centered, Value-Based Care Clinical Interests: Value based care Renal Colic Pulmonary Embolism Ultrasound Publications PubMed: PubMed BibliographyMy NCBI: My NCBI BibliographyPublications: See below for recent publications: Taylor RA, Pare JR, Venkatesh AK, Mowafi H, Melnick ER, Fleischman W, Hall MK. Prediction of In‐hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data–Driven, Machine Learning Approach. Acad Emerg Med. 2016 Mar;23(3):269-78. doi: 10.1111/acem.12876. Epub 2016 Feb 13. RC Wang, RM Rodriguez, J Fahimi, MK Hall, S Shiboski, T Chi, R Smith-Bindman. Derivation of decision rules to predict clinically important outcomes in acute flank pain patients. Am J Emerg Med. 2017 Apr;35(4):554-563. doi: 10.1016/j.ajem.2016.12.009. Epub 2016 Dec 11. Hall, M. K., Hall, J., Gross, C. P., Harish, N. J., Liu, R., Maroongroge, S., Moore, C. L., Raio, C. C. and Taylor, R. A. (2016), Use of Point-of-Care Ultrasound in the Emergency Department. Journal of Ultrasound in Medicine, 35: 2467–2474. doi:10.7863/ultra.16.01041 HK Kanzaria, MK Hall, CL Moore, H Burstin. Emergency department diagnostic imaging: the journey to quality. Acad Emerg Med. 2015 Dec;22(12):1380-4. doi: 10.1111/acem.12817. Epub 2015 Nov 17. MK Hall, RA Taylor, S Luty, IE Allen, CL Moore. Impact of point-of-care ultrasonography on ED time to disposition for patients with nontraumatic shock. Am J Emerg Med. 2016 Jun;34(6):1022-30. doi: 10.1016/j.ajem.2016.02.059. Epub 2016 Feb 27. For more information, please see ORCID profile. Dr. M. Kennedy Hall's Google Scholar Page Dr. M. Kennedy Hall's ResearchGate Page