Technical Name Precision Psychiatry: Quantitative Technology for Tracking Personalized Brain Region Abnormalities Across Disease Progression
Project Operator Digital Medicine and Smart Healthcare Research Center, National Yang Ming Chiao Tung University
Project Host 楊智傑
Summary
Mental illnesses cause accelerated brain aging as they progress. Professor Albert Yang's team discovered distinct degeneration trajectories in different brain regions and developed a method to precisely quantify degeneration at various ages and stages of mental illness. This technique, applied to schizophrenia, bipolar disorder, and major depressive disorder, establishes a platform for tracking personalized brain degeneration and is used in clinical services at Taipei Veterans General Hospital.
Scientific Breakthrough
Mental illnesses cause accelerated brain aging as they progress. Professor Albert Yang's team discovered distinct degeneration trajectories in different brain regions and developed a method to precisely quantify degeneration at various ages and stages of mental illness. This technique, applied to schizophrenia, bipolar disorder, and major depressive disorder, establishes a platform for tracking personalized brain degeneration and is used in clinical services at Taipei Veterans General Hospital.
Industrial Applicability
Professor Albert Yang's team developed a method to quantify brain degeneration in mental illnesses, incorporating age of onset and disease progression. Applied to schizophrenia, bipolar disorder, and depression, we modeled 138 brain regions to predict and track abnormalities. Published in top journals and patented in the U.S., the research shows significant brain degeneration, identifying key regions like the insula, inferior frontal gyrus, or anterior cingulate gyrus, aiding precise diagnosis.
Keyword Brain Imaging Deep Neural Network Mental Illness Schizophrenia Bipolar Disorder Major Depressive Disorder Brain Degeneration Disease Progression Precision Psychiatry Personalized Medicine
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  • Joana Liu