Doyle Yuan, M.D. Titles and Appointments Assistant Professor Schools Medical School Departments Neurology You have reached the Academic Profile. For more information on the doctor and patient care, please visit the clinical profile. Biography Joined UT Southwestern: 2020 Clinical Interests: epilepsy, clinical neurophysiology Research: Currently, there is a notable level of undesirable variability in EEG interpretations worldwide, often leading to erroneous diagnoses and improper medical management of individuals with seizures and epilepsy. Our efforts at measuring and improving the accuracy and reliability of EEG interpretation--such as via educational interventions, design and validation of EEG competency assessments, and the development and application of AI models--have the potential to transform the landscape of epilepsy care by establishing a higher standard of neurophysiological practice across diverse clinical settings. Trainee Education: GME site director, Dallas VAMC Education Medical School UT Southwestern Medical School (2015) Residency Baylor College of Medicine (2019), Neurology Fellowship University of Texas Health Science Center at Houston (2020), Clinical Neurophysiology Research Interest EEG Machine learning Medical education Psychometrics Publications Featured Publications Noise in the diagnosis of epilepsy by experts. Nascimento FA, McLaren JR, Zhao W, Katyal R, Sheikh IS, Kong WY, Aljaafari D, Barot N, Benbadis S, Friedman D, Gavvala JR, Halford J, Hogan RE, Kaplan PW, Karakis I, Maheshwari A, Matthews R, O'Donovan C, Rampp S, Schuele S, Sirven J, Tatum WO, Williams J, Yacubian EM, Yuan D, Beniczky S, Sibony O, Westover MB, Epileptic Disord 2026 Jan How to Read an EEG: Epileptiform Abnormalities. Marcinski Nascimento KJ, Yuan D, Guerriero RM, Hirsch LJ, Beniczky S, Nascimento FA, Neurol Educ 2025 Dec 4 4 e200265 The EEG Talk experience: Lessons in e-teaching EEG. Nascimento FA, Yuan D, Sheikh IS, Hirsch LJ, Beniczky S, Westover MB, Epileptic Disord 2025 Sep Teaching NeuroImage: Temporal Intermittent Rhythmic Delta Activity: An Epileptiform Equivalent. Marcinski Nascimento KJ, Yuan D, Greenblatt AS, Beniczky S, Nascimento FA, Neurology 2025 May 104 10 e213635 Persistence of EEG abnormalities in KCNT1-related DEE in an adult patient. Kakwan H, Nofal O, Yuan D, Sheikh IS, Epileptic Disord 2025 Apr Utility of the IFCN criteria for identifying interictal epileptiform discharges by experts: A decision hygiene approach to improve inter-rater reliability. Yuan D, Katyal R, Sheikh I, Karakis I, Benbadis S, Amin U, Vinayan KP, Barot N, Weber D, Greenblatt A, Beniczky S, Westover MB, Nascimento FA, Clin Neurophysiol 2025 Mar 173 138-146 The future of EEG education in the era of artificial intelligence. McLaren JR, Yuan D, Beniczky S, Westover MB, Nascimento FA, Epilepsia 2025 Mar Electroencephalography in Clinical Practice: Neurology Professionals' Views on Optimal Standards of Care. Nascimento FA, Katyal R, Kass NR, Yuan D, Sirven JI, Westover MB, Beniczky S, J Clin Neurophysiol 2025 Jan Electroretinographic artifacts on EEG in a critically ill patient. Hochstrasser K, Zhao W, Yuan D, Beniczky S, Nascimento FA, Epileptic Disord 2024 May Disproportionate pupillary involvement in diabetic autonomic neuropathy. Yuan D, Spaeth EB, Vernino S, Muppidi S Clin. Auton. Res. 2014 Nov Results 1-10 of 10 1 Honors & Awards Trephined Cranium Award for Excellence in Teaching (2025) Professional Associations/Affiliations Department of Veterans Affairs (2020)
