Virginia Tech® home

Connectomics of Addiction and Recovery

Insert your title here

Sarah Yip, Ph.D.

Assistant Professor of Child Study
Director, Yale Imaging and Psychopharmacology
Yale School of Medicine

Pioneers in Biomedical Research Seminar: Connectomics of Addiction and Recovery

Date: Sept. 23, 2022

Time: 11 a.m. - 12 p.m.

About this Seminar

Translation of research findings into clinical settings remains a primary challenge of modern psychiatry. Cross-validated predictive modeling (i.e., machine learning) approaches are designed to overcome limitations of traditional approaches by focusing on individual differences and generalization to novel subjects (i.e., cross-validation), thereby increasing the likelihood of replication and potential translation to novel clinical settings. Dr. Yip's talk will present recent work demonstrating the utility of one such approach, connectome-based predictive modeling, to generate accurate predictions of addiction outcomes using neuroimaging data acquired at the start of treatment. Evidence for dissociable neural substrates of abstinence from different drugs of abuse will be presented, and recommendations for future work using brain-behavior models in psychiatry will be discussed.

Additional Details

This is a free event hosted by the Fralin Biomedical Research Institute and co-sponsored by the institute's Addiction Recovery Research Center and the Center for Health Behaviors Research. The Pioneers in Biomedical Research Seminar Series, which runs annually from September to May, has featured leading biomedical researchers from throughout the country since the program began in 2012. The lectures are also open to all members of the Virginia Tech community including graduate students, undergraduates, faculty, and staff, as well as the public.

You May Also Be Interested In...

  • Home Item
    Machine Learning and Human Thought - A Modern Frontier
    Machine Learning and Human Thought - A Modern Frontier , home

    Sept. 28, 2023, 5:30 p.m. (Reception at 5 p.m.) | Read Montague, Ph.D., Virginia Tech Carilion Vernon Mountcastle Research Professor and Director, Center for Human Neuroscience Research, Fralin Biomedical Research Institute; Professor, Department of Physics, Virginia Tech College of Science | Maury Strauss Distinguished Public Lecture

  • Home Item
    In Person Seminar: Mitochondrial Ion Stress in Neurodegeneration
    In Person Seminar: Mitochondrial Ion Stress in Neurodegeneration , home

    Sept. 29, 2023, 11:00 a.m. | Xinnan Wang, M.D., Ph.D., Associate Professor, Neurosurgery, Stanford University School of Medicine | Co-Sponsored by the Fralin Biomedical Research Institute Center for Neurobiology Research

  • Home Item
    In Person Seminar: Precision Medicine in Cardiac Electrophysiology
    In Person Seminar: Precision Medicine in Cardiac Electrophysiology , home

    Oct. 6, 2023, 11:00 a.m. | Jennifer Silva, M.D., Professor of Pediatrics and Pediatric Cardiology, Director of Pediatric Electrophysiology, Washington University School of Medicine in St. Louis; Jonathan Silva, Ph.D., Professor, Biomedical Engineering and Computer Science and Engineering, Washington University in St. Louis; and | Co-Sponsored by the Fralin Biomedical Research Institute Center for Vascular and Heart Research

  • Home Item
    Cloudy with a Chance of Science: The Intersection of Wicked Problems, Perception, Communication, and Risk
    Cloudy with a Chance of Science: The Intersection of Wicked Problems, Perception, Communication, and Risk , home

    Oct. 19, 5:30 p.m. (Reception at 5 p.m.) | J. Marshall Shepherd, Ph.D., Georgia Athletic Association Distinguished Professor of Atmospheric Sciences and Geography, Director, UGA Atmospheric Sciences Program, University of Georgia, and Member, National Academy of Engineering, National Academy of Sciences, and American Academy of Arts and Sciences | Maury Strauss Distinguished Public Lecture

  • Home Item
    In Person Seminar: Adolescent Alcohol, Behavioral Flexibility, and Excitatory/Inhibitory Balance in Control Circuitry
    In Person Seminar: Adolescent Alcohol, Behavioral Flexibility, and Excitatory/Inhibitory Balance in Control Circuitry , home

    Oct. 20, 2023, 11:00 a.m. | Charlotte Boettiger, Ph.D., Professor and Director, Behavioral and Integrative Neuroscience Program, Bowles Center for Alcohol Studies, UNC School of Medicine | Co-Sponsored by the Fralin Biomedical Research Institute Center for Health Behaviors Research and the Addiction Recovery Research Center

  • Home Item
    Learning and Relearning Movement
    Learning and Relearning Movement , home

    Nov. 2, 5:30 p.m. (Reception at 5 p.m.) | Amy Bastian, Ph.D., Professor, Departments of Neuroscience and Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine; Chief Science Officer and Senior Vice President, Kennedy Krieger Institute; Member, National Academy of Sciences | Maury Strauss Distinguished Public Lecture