Maria Muzik

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 5

Top Topics

Machine Learning

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Ellen W. McGinnis, Jordyn Scism, Jessica Hruschak, Maria Muzik, Katherine L. Rosenblum, Kate Fitzgerald, William C. Copeland, Ryan S. McGinnis
Digital Phenotype for Childhood Internalizing Disorders: Less Positive Play and Promise for a Brief Assessment Battery. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Ellen W. McGinnis, Steven P. Anderau, Jessica Hruschak, Reed D. Gurchiek, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik, Ryan S. McGinnis
Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Ryan S. McGinnis, Ellen W. McGinnis, Jessica Hruschak, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik
Wearable sensors and machine learning diagnose anxiety and depression in young children. BHI (2018)
Ryan S. McGinnis, Ellen W. McGinnis, Jessica Hruschak, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik
Rapid Anxiety and Depression Diagnosis in Young Children Enabled by Wearable Sensors and Machine Learning. EMBC (2018)
Ellen W. McGinnis, Ryan S. McGinnis, Maria Muzik, Jessica Hruschak, Nestor L. Lopez-Duran, Noel C. Perkins, Kate Fitzgerald, Katherine L. Rosenblum
Movements Indicate Threat Response Phases in Children at Risk for Anxiety. IEEE J. Biomed. Health Informatics 21 (5) (2017)