BS, BA.In 2013, Ellie graduated summa cum laude from Duke University with a BS in Neuroscience and a BA in English, earning distinction for theses in both majors. Her research in the lab of Scott Huettel applied network text analyses to map the semantic structure of human neuroimaging. |
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Research.From 2013 to 2015, Ellie worked in the lab of Randy Buckner at Harvard University and Massachusetts General Hospital. In addition to coordinating studies of affective illness, she led an independent project investigating cognitive control network disruption in subthreshold depression. |
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MD, PhD.In 2022, Ellie completed MD/PhD training at Stanford School of Medicine with mentorship by Amit Etkin and Russ Poldrack. Her PhD thesis in the Neurosciences developed a computational approach to mapping domains of brain function from the human neuroimaging literature. She was supported by the NRSA fellowship and recognized by the Leah J. Dickstein Award from the Association of Women Psychiatrists. |
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Residency.Ellie is currently a resident physician in psychiatry at Stanford Health Care. As a member of the research track, she intends to combine natural language processing, machine learning, and other computational approaches to reconceptualize mental illness through the language of people living with it. |
© 2024 Elizabeth H. Beam
In modern healthcare, there is no accepted system for diagnosing disorders of mental function based on the altered brain systems that cause them. In neuroscience, there is no consensus on what a brain system is. My PhD thesis took a data-driven approach to mapping domains of brain function across the human neuroimaging literature. Neural circuits and associated mental functions were mapped from the brain coordinate data and full texts of nearly 20,000 studies. The resulting domains characterize several novel brain circuits that are absent from the conceptually dominant expert-determined frameworks in the field. The ontology can be viewed above and at neuro-knowledge.org.
Mood disorders affect not only the way people feel, but also the way they plan and process information. The frontoparietal control network is believed to play a crucial role in support of goal-directed planning and adaptive behavioral adjustments. As part of my post-undergraduate work, I examined the integrity of the frontoparietal circuitry in young adults showing signs of depressive illness onset. Deficits in executive functioning were found to predict a decline in frontoparietal network integrity.
Human neuroscience is a linking discipline that seeks to understand relationships between the systems of the brain and the processes of the mind. As an undergraduate, I visualized the semantic structure of human neuroscience by mapping co-occurrences of anatomical and psychological terms in fMRI article abstracts. Graph theoretical analyses identified topics that were likely to advance the integrative goal of the field.
2024- | Trailblazing Trainee Award, Stanford University, Department of Psychiatry and Behavioral Sciences |
2020-22 | Ruth L. Kirschstein National Research Service Award (F30), National Institutes of Health |
2017-22 | Medical Scientist Training Program (MSTP), National Institutes of Health |
2016-17 | Medical Scholars Research Fellowship, Stanford School of Medicine |
2016 | Pre-Doctoral Research Stipend (T32), Lab of Alan Schatzberg, Stanford University |
2009-13 | Angier B. Duke Full-Tuition Memorial Scholarship, Duke University |
2009 | Cleveland Technical Societies Scholarship |
© 2024 Elizabeth H. Beam
© 2024 Elizabeth H. Beam