UVM KID Study: Identifying Multimodal Features and Optimizing Wearable Instrumentation to Detect Child Anxiety. - Bryn C. Loftness; Julia Halvorson-Phelan; Aisling O'Leary; Nick Cheney; Ellen W. McGinnis; Ryan S. McGinnis (EMBC, 2022)

Analyzing the impact of a real-life outbreak simulator on pandemic mitigation: An epidemiological modeling study. - Ivan Specht; Kian Sani; Bryn C. Loftness; Curtis S. Hoffmann; Gabrielle Gionet; Amy Bronson; John Marshall; Craig Decker; Landen Bailey; Tomi Siyanbade; Molly Kemball; Brett E. Pickett; et al. (Patterns, 2022)

How Much Data Is Enough? A Reliable Methodology to Examine Long-Term Wearable Data Acquisition in Gait and Postural Sway. - Brett M. Meyer; Paolo DePetrillo; Jaime Franco; Nicole Donahue; Samantha R. Fox; Aisling O'Leary; Bryn C. Loftness; Reed D. Gurchiek; Maura Buckley; Andrew J. Solomon; Sau Kuen Ng; Nick Cheney; et al. (Sensors, 2022)

Preterm Preeclampsia Risk Modelling: Examining Hemodynamic, Biochemical, and Biophysical Markers Prior to Pregnancy. - Bryn C. Loftness; Ira Bernstein; Carole A. McBride; Nick Cheney; Ellen W. McGinnis; Ryan S. McGinnis (EMBC, 2023)

Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine Learning. - 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 (EMBC, 2023)

Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data. - Ellen W. McGinnis; Shania Lunna; Isabel Berman; Bryn C. Loftness; Skylar Bagdon; Christopher M. Danforth; Matthew Price; William E. Copeland; Ryan S. McGinnis (EMBC, 2023)

Multimodal Markers of Transdiagnostic Childhood Mental Health Impairment. - Josh Cherian; Bryn C. Loftness; Jenna G. Cohen; Julia Halvorson-Phelan; Ellen W. McGinnis; Ryan S. McGinnis (BSN, 2024)

Longitudinal Profiles of Heart Rate Variability in First-Year College Students Using Wearables. - Bryn C. Loftness; Johanna E. Hidalgo; Josh Cherian; Guido Mascia; Ryan S. McGinnis; Ellen W. McGinnis (BSN, 2024)

The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health. - 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 (IEEE J. Biomed. Health Informatics, 2024)

Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. - 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 (Sensors, 2024)