Members: Kyle Singleton

Kyle W. Singleton, PhD
Research Fellow


University of California Los Angeles – Los Angeles
Ph.D. Biomedical Engineering – 2016
Specialization in Medical Imaging Informatics

University of Virginia – Charlottesville, VA
BS Biomedical Engineering – 2006
Minor in Computer Science


  • Singleton KW, Speier W, Bui AAT, et al. Motivating the Additional Use of External Validity: Examining Transportability in a Model of Glioblastoma Multiforme. AMIA Annu Symp Proc 2014.
  • Singleton KW, Bui AAT, Hsu W. Transfer and transport: incorporating causal methods for improving predictive models. J Am Med Inform Assoc 2014; amiajnl–2014–002968. doi:10.1136/amiajnl-2014-002968
  • Singleton KW, Hsu W, Bui AAT. Comparing Predictive Models of Glioblastoma Multiforme Built Using Multi-Institutional and Local Data Sources. AMIA Annu Symp Proc 2012; 2012: 1385–1392.
  • Singleton KW, Lan M, Arnold C, Vahidi M, Arangua L, Gelberg L, Bui AAT. Wireless Data Collection of Self-administered Surveys using Tablet Computers. AMIA Annu Symp Proc. 2011; 2011:1261-9.


  • Singleton KW, Johnston SK, Rickertson CR, De Leon G, Kunkel LR, Rockhill J, Mrugala M, Bendok B, Patel N, Porter A, Swanson KR. Role of pretreatment tumor dynamics and imaging response in discriminating glioblastoma survival following gamma knife. 2017 Society for NeuroOncology Annual Meeting, Poster Presentation, San Francisco, CA.
  • Singleton KW, Johnston SK, Hawkins-Daarud A, Rickertson CR, De Leon G, Kunkel LR, Whitmire SA, Clark-Swanson KR, Bendok B, Mrugala M, Porter A, Swanson KR. Discrimination of clinically impactful treatment response in recurrent glioblastoma patients receiving bevacizumab treatment. 2017 Society for NeuroOncology Annual Meeting, Poster Presentation, San Francisco, CA.
  • Singleton KW, Grady F, Carrasco Jr. E, Rickertson C, Morris Y, Clark-Swanson KR, Whitmire SA, Swanson KR. Comparison Of Brain Tumor Segmentation Methods For Computing Volumetric and Radial Measurements. 2017 Biomedical Enineering Society Annual Meeting, Poster Presentation, Phoenix, Arizona
  • Singleton KW, Garcia-Gathright JI, Burns B, Rocks K, Iglesias JE, Bui AAT, Aberle D. Semi-automated Medical Text and Image Selection for Multimedia Presentation at Tumor Board Reviews. 2009 Radiological Society of North America Conference, Education Exhibit, Chicago, Illinois.
  • Singleton KW, Schaewe TJ, Boscardin WJ, Luby M, Warach S, Kidwell CS, Alger JR. Representation of the NIH Stroke Scale with Probabilistic Diffusion Weighted Imaging Lesion Atlas. 2008 International Society of Magnetic Resonance in Medicine Conference, Poster Presentation, Toronto, Canada.
  • Kidwell CS, Singleton KW, Schaewe TJ, Luby M, Warach S, Alger JR. For the NIH Natural History of Stroke Investigators. Neuroanatomic Representation of NIHSS Sub-items Employing Acute Diffusion Imaging: Developing a Predictive Atlas of Clinical Outcome. 2008 International Stroke Conference, Poster Presentation, New Orleans, Louisiana.


  • First Place Student Paper – Knowledge Discovery and Data Mining Working Group (KDDM-WG): 2014
  • Finalist – AMIA 2014 Student Paper Competition: 2014
  • UCLA Graduate Student Researcher: 2012 – Present
  • NLM Biomedical Informatics Training Fellowship: 2008 – 2012
  • NIH Postbaccalaureate Intramural Research Training Award: 2006 – 2008