BRYN LOFTNESS
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Creative Outcomes, Work, Publications, etc :)

Publications, Media, and Outcomes

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Methods Figure from Longitudinal Profiles of HRV in First-Year College Students Using Wearables - Designed and created by Bryn Loftness using Canva.
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Graphical abstract for Expecting the Unexpected: Predicting Panic Attacks from Mood, Twitter, and Apple Watch Data Designed and created by Bryn Loftness using Canva.
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'Multimodal surveillance of SARS-CoV-2 at a university enables development of a robust outbreak response framework' was selected as the cover feature article in Cell Med Volume 3, Issue 12. Bryn Loftness* (in collaboration with Parvathy Nair and ThoughtCafé) designed the cover art.
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Layout of the KID Study study protocol, administration protocol, and two snapshots from the ChAMP app.
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Graphical Abstract for 'Multimodal surveillance of SARS-CoV-2 at a university enables development of a robust outbreak response framework'. Artwork for graphical abstract completed by Bryn Loftness using Biorender.com.
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'Analyzing the Impact of a Real-life Outbreak Simulator on Pandemic Mitigation: an Epidemiological Modeling Study' was selected as the cover feature article in Cell Patterns Volume 3, Issue 8.
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'Transmission from vaccinated individuals in a large SARS-CoV-2 Delta variant outbreak' was selected as the cover feature article in Cell Volume 185, Issue 3.

​2024: 

Publications:
  • J. Cherian, B. Loftness, J. Cohen, J. Halvorson-Phelan, E. W. McGinnis and R. S. McGinnis, Multimodal Markers of Transdiagnostic Childhood Mental Health Impairment, 2024 IEEE 20th International Conference on Body Sensor Networks (BSN), Chicago, IL, USA, 2024, pp. 1-4, doi: 10.1109/BSN63547.2024.10780528.
  • B. C. Loftness, J. Hidalgo, J. Cherian, G. Mascia, R. S. McGinnis and E. W. McGinnis, Longitudinal Profiles of Heart Rate Variability in First-Year College Students Using Wearables, 2024 IEEE 20th International Conference on Body Sensor Networks (BSN), Chicago, IL, USA, 2024, pp. 1-4, doi: 10.1109/BSN63547.2024.10780775.
  • O'Leary, A., Lahey, T., Lovato, J., Loftness, B. C., Douglas, A., Skelton, J., Cohen, J., Copeland W. E., McGinnis, R. S., McGinnis, E. W*, (2024). Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. Sensors. https://doi.org/10.3390/s24103214
  • McGinnis, E. W*, Loftness, B. C., Lunna, S., Berman, I., Bagdon, S., Lewis, G., Arnold, M., Danforth, C. M., Dodds, P. S., Price, M., Copeland, W. L., McGinnis, R. S. (2024). Expecting the Unexpected: Predicting Panic Attacks from Mood, Twitter, and Apple Watch Data. IEEE Open Journal of Engineering in Medicine and Biology. https://doi.org/10.1109/OJEMB.2024.3354208

Outreach:
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2023: 


Publications:
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  • Cohen J. G.*, Loftness, B. C., Douglas A. S., E. W., & McGinnis, R. S. (2023). Predicting the Presence of Internalizing Disorders and ADHD in Children from Postural Sway Features. 2023 IEEE Body Sensor Networks Conference (BSN). doi pending.
  • Loftness, B. C.*, Rizzo, D.M., Halvorson-Phelan, J., O'Leary, A., Lunna, S., Bradshaw, C., Brown, A-J., Cheney, N., McGinnis, E. W., & McGinnis, R. S. (2023). Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine Learning. 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).  https://doi.org/10.1101/2023.02.24.23286417
  • McGinnis, E. W.*, Lunna, S., Berman, I., Loftness, B.C., Bagdon, S., Danforth, C.M., Price, M., Copeland, W.E., McGinnis, R. S. (2023). Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data. medRxiv. https://doi.org/10.1101/2023.03.01.23286647
  • Loftness, B. C.*, Bernstein, I., McBride, C.A., Cheney, N., McGinnis, E. W., & McGinnis, R. S. (2023). Preterm Preeclampsia Risk Modelling: Examining Hemodynamic, Biochemical, and Biophysical Markers Prior to Pregnancy. 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).  https://doi.org/10.1101/2023.02.28.23286590
  • Loftness, B. C.*, Halvorson-Phelan, J., O'Leary, A., Bradshaw, C., Lunna, S., Berman, I.,  Torous, J., Copeland, W.L., Cheney, N., McGinnis, E. W., & McGinnis, R. S. (2023). The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health. IEEE Journal of Biomedical and Health Informatics. https://doi.org/ 10.1109/JBHI.2023.3337649
​2022: 

Publications:
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  • Meyer, B. M.*, Depetrillo, P., Franco, J., Donahue, N., Fox, S. R., O’Leary, A., Loftness, B. C., Gurchiek, R. D., Buckley, M., Solomon, A. J., Ng, S. K., Cheney, N., Ceruolo, M., & McGinnis, R. S. (2022). How much data is enough? A reliable methodology to examine longterm wearable data acquisition in gait and postural sway. Sensors, 22(18), 6982. https://doi.org/10.3390/s22186982
  • Petros, B. A.*, Paull, J. S.*, Tomkins-Tinch, C. H.*, Loftness, B. C.*, DeRuff, K. C., Nair, P., Gionet, G. L., Benz, A., Brock-Fisher, T., Hughes, M., Yurkovetskiy, L., Mulaudzi, S., Leenerman, E., Nyalile, T., Moreno, G. K., Specht, I., Sani, K., Adams, G., Babet, S. V., … Sabeti, P. C. (2022). Multimodal surveillance of SARS-COV-2 at a university enables development of a robust outbreak response framework. Med. https://doi.org/10.1016/j.medj.2022.09.003
  • Loftness, B. C.*, Halvorson-Phelan, J., O'Leary, A., Cheney, N., McGinnis, E. W., & McGinnis, R. S. (2022). UVM Kid Study: Identifying Multimodal features and Optimizing Wearable Instrumentation to detect child anxiety. 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). https://doi.org/10.1109/embc48229.2022.9871090
  • Specht, I.*, Sani, K., Loftness, B. C., Hoffman, C., Gionet, G., Bronson, A., Marshall, J., Decker, C., Bailey, L., Siyanbade, T., Kemball, M., Pickett, B. E., Hanage, W. P., Brown, T., Sabeti, P. C., & Colubri, A. (2022). Analyzing the impact of a real-life outbreak simulator on pandemic mitigation: An Epidemiological Modeling Study. Patterns, 3(8), 100572. https://doi.org/10.1016/j.patter.2022.100572
  • Siddle, K. J.*, Krasilnikova, L. A.*, Moreno, G. K.*, Schaffner, S. F.*, Vostok, J., Fitzgerald, N. A., Lemieux, J. E., Barkas, N., Loreth, C., Specht, I., Tomkins-Tinch, C. H., Paull, J. S., Schaeffer, B., Taylor, B. P., Loftness, B., Johnson, H., Schubert, P. L., Shephard, H. M., Doucette, M., … Sabeti, P. C. (2022). Transmission from vaccinated individuals in a large SARS-COV-2 delta variant outbreak. Cell, 185(3). https://doi.org/10.1016/j.cell.2021.12.027
​Pre-2021: 

Publications:
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  • Loftness, B.* (2020). Constructing an Accessible Low-Budget Stress Detection BioSensor . Colorado Space Grant Consortium Official Proceedings. Retrieved 2022, from https://spacegrant.colorado.edu/images/Symposium/2020/2020_Papers

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