Ryan S McGinnis (Ryan McGinnis)

Loop profile Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Venues

Sensors (Basel, Switzerland)

PLOS digital health

IEEE open journal of engineering in medicine and biology

PloS one

University of Vermont

University of Michigan (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Vermont Aug 28 2017

United States

Assistant Professor :: Electrical and Biomedical Engineering

University of Vermont Aug 22 2016 - Aug 27 2017

United States

Lecturer :: Electrical and Biomedical Engineering

MC10 Inc

United States

Senior Algorithms Engineer

University of Michigan

United States

Postdoctoral Research Fellow :: Mechanical Engineering, Kinesiology

Education History

University of Michigan

United States

PHD :: Mechanical Engineering

Lafayette College

United States

BSC :: Mechanical Engineering

Publications

Laura S P Bloomfield, Mikaela I Fudolig, Julia Kim, Jordan Llorin, Juniper L Lovato, Ellen W McGinnis, Ryan S McGinnis, Matt Price, Taylor H Ricketts, Peter Sheridan Dodds, Kathryn Stanton, Christopher M Danforth
Predicting stress in first-year college students using sleep data from wearable devices. PLOS digital health 3 (4) (2024)
Aisling O'Leary, Timothy Lahey, Juniper Lovato, Bryn C Loftness, Antranig Douglas, Joseph Skelton, Jenna G Cohen, William E Copeland, Ryan S McGinnis, Ellen W McGinnis
Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. Sensors (Basel, Switzerland) 24 (10) (2024)
Aisling O'Leary, Timothy Lahey, Juniper Lovato, Bryn C Loftness, Antranig Douglas, Joseph Skelton, Jenna G Cohen, William E Copeland, Ryan S McGinnis, Ellen W McGinnis
Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. Sensors (Basel, Switzerland) 24 (10) (2024)
Laura S P Bloomfield, Mikaela I Fudolig, Julia Kim, Jordan Llorin, Juniper L Lovato, Ellen W McGinnis, Ryan S McGinnis, Matt Price, Taylor H Ricketts, Peter Sheridan Dodds, Kathryn Stanton, Christopher M Danforth
Predicting stress in first-year college students using sleep data from wearable devices. PLOS digital health 3 (4) (2024)
Laura S P Bloomfield, Mikaela I Fudolig, Julia Kim, Jordan Llorin, Juniper L Lovato, Ellen W McGinnis, Ryan S McGinnis, Matt Price, Taylor H Ricketts, Peter Sheridan Dodds, Kathryn Stanton, Christopher M Danforth
Predicting stress in first-year college students using sleep data from wearable devices. PLOS digital health 3 (4) (2024)
Aisling O'Leary, Timothy Lahey, Juniper Lovato, Bryn C Loftness, Antranig Douglas, Joseph Skelton, Jenna G Cohen, William E Copeland, Ryan S McGinnis, Ellen W McGinnis
Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. Sensors (Basel, Switzerland) 24 (10) (2024)
Ellen W McGinnis, Bryn C Loftness, Shania Lunna, Isabel Berman, Skylar Bagdon, Genevieve Lewis, Michael V Arnold, Christopher M Danforth, Peter Sheridan Dodds, Matthew Price, William E Copeland, Ryan S McGinnis
Expecting the Unexpected: Predicting Panic Attacks From Mood, Twitter, and Apple Watch Data. IEEE open journal of engineering in medicine and biology 5 (2024)
Ellen W McGinnis, Bryn C Loftness, Shania Lunna, Isabel Berman, Skylar Bagdon, Genevieve Lewis, Michael V Arnold, Christopher M Danforth, Peter Sheridan Dodds, Matthew Price, William E Copeland, Ryan S McGinnis
Expecting the Unexpected: Predicting Panic Attacks From Mood, Twitter, and Apple Watch Data. IEEE open journal of engineering in medicine and biology 5 (2024)
Ellen W McGinnis, Bryn C Loftness, Shania Lunna, Isabel Berman, Skylar Bagdon, Genevieve Lewis, Michael V Arnold, Christopher M Danforth, Peter Sheridan Dodds, Matthew Price, William E Copeland, Ryan S McGinnis
Expecting the Unexpected: Predicting Panic Attacks From Mood, Twitter, and Apple Watch Data. IEEE open journal of engineering in medicine and biology 5 (2024)
Bryn C Loftness, Julia Halvorson-Phelan, Aisling O'Leary, Carter Bradshaw, Shania Prytherch, Isabel Berman, John Torous, William E Copeland, Nick Cheney, Ryan S McGinnis, Ellen W McGinnis
The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health. medRxiv : the preprint server for health sciences (2023)
Bryn C Loftness, Ira Bernstein, Carole A McBride, Nick Cheney, Ellen W McGinnis, Ryan S McGinnis
Preterm Preeclampsia Risk Modelling: Examining Hemodynamic, Biochemical, and Biophysical Markers Prior to Pregnancy. medRxiv : the preprint server for health sciences (2023)
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, Melissa Ceruolo, Ryan S McGinnis
How Much Data Is Enough? A Reliable Methodology to Examine Long-Term Wearable Data Acquisition in Gait and Postural Sway. Sensors (Basel, Switzerland) 22 (18) (2022)
Brett M Meyer, Lindsey J Tulipani, Reed D Gurchiek, Dakota A Allen, Andrew J Solomon, Nick Cheney, Ryan S McGinnis
Open-source dataset reveals relationship between walking bout duration and fall risk classification performance in persons with multiple sclerosis. PLOS digital health 1 (10) (2022)
Brett M Meyer, Lindsey J Tulipani, Reed D Gurchiek, Dakota A Allen, Andrew J Solomon, Nick Cheney, Ryan S McGinnis
Open-source dataset reveals relationship between walking bout duration and fall risk classification performance in persons with multiple sclerosis. PLOS digital health 1 (10) (2022)
Michael V Potter, Stephen M Cain, Lauro V Ojeda, Reed D Gurchiek, Ryan S McGinnis, Noel C Perkins
Evaluation of Error-State Kalman Filter Method for Estimating Human Lower-Limb Kinematics during Various Walking Gaits. Sensors (Basel, Switzerland) 22 (21) (2022)
Ellen W McGinnis, Aisling O'Leary, Reed D Gurchiek, William E Copeland, Ryan S McGinnis
A Digital Therapeutic Intervention Delivering Biofeedback for Panic Attacks (PanicMechanic): Feasibility and Usability Study. JMIR formative research 6 (2) (2022)
Ryan S McGinnis, Ellen W McGinnis
Advancing Digital Medicine with Wearables in the Wild. Sensors (Basel, Switzerland) 22 (12) (2022)
Lara Weed, Casey Little, Susan L Kasser, Ryan S McGinnis
A Preliminary Investigation of the Effects of Obstacle Negotiation and Turning on Gait Variability in Adults with Multiple Sclerosis. Sensors (Basel, Switzerland) 21 (17) (2021)
Kristin McClure, Brett Erdreich, Jason H T Bates, Ryan S McGinnis, Axel Masquelin, Safwan Wshah
Classification and Detection of Breathing Patterns with Wearable Sensors and Deep Learning. Sensors (Basel, Switzerland) 20 (22) (2020)
Timothy Stevens, Ryan S McGinnis, Blake Hewgill, Rebecca H Choquette, Timothy W Tourville, Jean R Harvey, Richard Lachapelle, Bruce D Beynnon, Michael J Toth, Christian Skalka
A Cyber-Physical System for Near Real-Time Monitoring of At-Home Orthopedic Rehabilitation and Mobile-Based Provider-Patient Communications to Improve Adherence: Development and Formative Evaluation. JMIR human factors 7 (2) (2020)
Thomas Seel, Manon Kok, Ryan S McGinnis
Inertial Sensors-Applications and Challenges in a Nutshell. Sensors (Basel, Switzerland) 20 (21) (2020)
Reed D Gurchiek, Nick Cheney, Ryan S McGinnis
Estimating Biomechanical Time-Series with Wearable Sensors: A Systematic Review of Machine Learning Techniques. Sensors (Basel, Switzerland) 19 (23) (2019)
Ryan S McGinnis, Ellen W McGinnis, Jessica Hruschak, Nestor L Lopez-Duran, Kate Fitzgerald, Katherine L Rosenblum, Maria Muzik
Rapid detection of internalizing diagnosis in young children enabled by wearable sensors and machine learning. PloS one 14 (1) (2019)
Reed D Gurchiek, Rebecca H Choquette, Bruce D Beynnon, James R Slauterbeck, Timothy W Tourville, Michael J Toth, Ryan S McGinnis
Open-Source Remote Gait Analysis: A Post-Surgery Patient Monitoring Application. Scientific reports 9 (1) (2019)
Lukas Adamowicz, Reed D Gurchiek, Jonathan Ferri, Anna T Ursiny, Niccolo Fiorentino, Ryan S McGinnis
Validation of Novel Relative Orientation and Inertial Sensor-to-Segment Alignment Algorithms for Estimating 3D Hip Joint Angles. Sensors (Basel, Switzerland) 19 (23) (2019)
Ryan S McGinnis, Nikhil Mahadevan, Yaejin Moon, Kirsten Seagers, Nirav Sheth, John A Wright, Steven DiCristofaro, Ikaro Silva, Elise Jortberg, Melissa Ceruolo, Jesus A Pindado, Jacob Sosnoff, Roozbeh Ghaffari, Shyamal Patel
A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis. PloS one 12 (6) (2017)

Ryan S McGinnis.css-eqlu8i{font-size:small;padding-left:4px;} (Ryan McGinnis)

Publication Activity (10 Years)

Top Topics

Top Venues

Ryan S McGinnis (Ryan McGinnis)