Ellen W. McGinnis

18 papers C 4Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Collective sleep and activity patterns of college students from wearable devices.
CoRR
Mikaela Irene D. Fudolig, Laura SP Bloomfield, Matthew Price, Yoshi Meke Bird, Johanna E. Hidalgo, Julia Kim, Jordan Llorin, Juniper L. Lovato, Ellen W. McGinnis, Ryan S. McGinnis, Taylor H. Ricketts, Kathryn Stanton, Peter Sheridan Dodds, Christopher M. Danforth
2024 C conf
Longitudinal Profiles of Heart Rate Variability in First-Year College Students Using Wearables.
BSN
Bryn C. Loftness, Johanna E. Hidalgo, Josh Cherian, Guido Mascia, Ryan S. McGinnis, Ellen W. McGinnis
2024 C conf
Multimodal Markers of Transdiagnostic Childhood Mental Health Impairment.
BSN
Josh Cherian, Bryn C. Loftness, Jenna G. Cohen, Julia Halvorson-Phelan, Ellen W. McGinnis, Ryan S. McGinnis
2024 C conf
Nightly Heart Rate Variability as a Biomarker of Mental Health Changes in College Students.
BSN
Guido Mascia, Ellen W. McGinnis, Mikaela Irene D. Fudolig, Laura SP Bloomfield, Matthew Price, Ryan S. McGinnis
2024 J jnl
The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health.
IEEE J. Biomed. Health Informatics
Bryn C. Loftness, Julia Halvorson-Phelan, Aisling O'Leary, Carter Bradshaw, Shania Prytherch, Isabel Berman, John B. Torous, William E. Copeland, Nick Cheney, Ryan S. McGinnis, Ellen W. McGinnis
2024 J jnl
Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges.
Sensors
Aisling O'Leary, Timothy Lahey, Juniper L. Lovato, Bryn C. Loftness, Antranig Douglas, Joseph Skelton, Jenna G. Cohen, William E. Copeland, Ryan S. McGinnis, Ellen W. McGinnis
2023 — conf
Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data.
EMBC
Ellen W. McGinnis, Shania Lunna, Isabel Berman, Bryn C. Loftness, Skylar Bagdon, Christopher M. Danforth, Matthew Price, William E. Copeland, Ryan S. McGinnis
2023 — conf
Preterm Preeclampsia Risk Modelling: Examining Hemodynamic, Biochemical, and Biophysical Markers Prior to Pregnancy.
EMBC
Bryn C. Loftness, Ira Bernstein, Carole A. McBride, Nick Cheney, Ellen W. McGinnis, Ryan S. McGinnis
2023 — conf
Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine Learning.
EMBC
Bryn C. Loftness, Donna M. Rizzo, Julia Halvorson-Phelan, Aisling O'Leary, Shania Prytherch, Carter Bradshaw, Anna Jane Brown, Nick Cheney, Ellen W. McGinnis, Ryan S. McGinnis
2022 J jnl
Advancing Digital Medicine with Wearables in the Wild.
Sensors
Ryan S. McGinnis, Ellen W. McGinnis
2022 — conf
UVM KID Study: Identifying Multimodal Features and Optimizing Wearable Instrumentation to Detect Child Anxiety.
EMBC
Bryn C. Loftness, Julia Halvorson-Phelan, Aisling O'Leary, Nick Cheney, Ellen W. McGinnis, Ryan S. McGinnis
2021 J jnl
Digital Phenotype for Childhood Internalizing Disorders: Less Positive Play and Promise for a Brief Assessment Battery.
IEEE J. Biomed. Health Informatics
Ellen W. McGinnis, Jordyn Scism, Jessica Hruschak, Maria Muzik, Katherine L. Rosenblum, Kate Fitzgerald, William C. Copeland, Ryan S. McGinnis
2021 J jnl
Validation of Smartphone Based Heart Rate Tracking for Remote Treatment of Panic Attacks.
IEEE J. Biomed. Health Informatics
Ryan S. McGinnis, Ellen W. McGinnis, Christopher J. Petrillo, Jonathan Ferri, Jordyn Scism, Matthew Price
2019 J jnl
Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood.
IEEE J. Biomed. Health Informatics
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
2019 C conf
Mobile Biofeedback Therapy for the Treatment of Panic Attacks: A Pilot Feasibility Study.
BSN
Ryan S. McGinnis, Ellen W. McGinnis, Christopher J. Petrillo, Matthew Price
2018 — conf
Rapid Anxiety and Depression Diagnosis in Young Children Enabled by Wearable Sensors and Machine Learning.
EMBC
Ryan S. McGinnis, Ellen W. McGinnis, Jessica Hruschak, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik
2018 — conf
Wearable sensors and machine learning diagnose anxiety and depression in young children.
BHI
Ryan S. McGinnis, Ellen W. McGinnis, Jessica Hruschak, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik
2017 J jnl
Movements Indicate Threat Response Phases in Children at Risk for Anxiety.
IEEE J. Biomed. Health Informatics
Ellen W. McGinnis, Ryan S. McGinnis, Maria Muzik, Jessica Hruschak, Nestor L. Lopez-Duran, Noel C. Perkins, Kate Fitzgerald, Katherine L. Rosenblum