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Recorded at the 2026 MeTRIC Symposium at the University of Michigan, panelists in this Lightning Talk session explored how advanced sensing technologies and digital biomarkers—spanning neurotoxicity detection, gait analysis, and passive smartphone monitoring—are revolutionizing how we measure, analyze, and understand health in real-world settings. Talks included: 1) Mobile App for Monitoring Chemotherapy-Induced Neuropathy (NeuroDetect), presented by Daniel Hertz, PharmD, PhD, associate professor of pharmacy, University of Michigan. 2) Challenges & Digital Biomarker Analytics, presented by Irina Gaynanova, PhD, associate professor of biostatistics: Real-World CGM Data. 3) Gait Analysis Using IMUs as Digital Biomarkers, presented by Lauro Ojeda, MS, research scientist, mechanical engineering, College of Engineering. 4) Passive Smartphone Sensing for Psychopathology, presented by Aidan Wright, PhD, Phil F. Jenkins Research Professor of Depression, professor of psychology, College of Literature, Science, and the Arts. The MeTRIC Symposium explores the use of mobile technologies in health research at the University of Michigan. Learn more at depressioncenter.org/metric-symposium