Ryan S. McGinnis

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 33

Top Topics

Preliminary Investigation

Wearable Sensors

Top Venues

IEEE J. Biomed. Health Informatics

Publications

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
Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. Sensors 24 (10) (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. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Ellen W. McGinnis, Shania Lunna, Isabel Berman, Bryn C. Loftness, Skylar Bagdon, Christopher M. Danforth, Matthew Price, William E. Copeland, Ryan S. McGinnis
Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data. EMBC (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. EMBC (2023)
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
Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine Learning. EMBC (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 22 (18) (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 22 (21) (2022)
Ryan S. McGinnis, Ellen W. McGinnis
Advancing Digital Medicine with Wearables in the Wild. Sensors 22 (12) (2022)
Reed D. Gurchiek, Nicole Donahue, Niccolo M. Fiorentino, Ryan S. McGinnis
Wearables-Only Analysis of Muscle and Joint Mechanics: An EMG-Driven Approach. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Bryn C. Loftness, Julia Halvorson-Phelan, Aisling O'Leary, Nick Cheney, Ellen W. McGinnis, Ryan S. McGinnis
UVM KID Study: Identifying Multimodal Features and Optimizing Wearable Instrumentation to Detect Child Anxiety. EMBC (2022)
Samantha R. Fox, Reed D. Gurchiek, Anna T. Ursiny, Brett M. Meyer, Julianne M. Boughton, Ryan S. McGinnis
Adaptive Surface Electromyography Normalization for Long-Duration Recordings. BSN (2021)
Brett M. Meyer, Lindsey J. Tulipani, Reed D. Gurchiek, Dakota A. Allen, Lukas Adamowicz, Dale Larie, Andrew J. Solomon, Nick Cheney, Ryan S. McGinnis
Wearables and Deep Learning Classify Fall Risk From Gait in Multiple Sclerosis. IEEE J. Biomed. Health Informatics 25 (5) (2021)
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 21 (17) (2021)
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)
Ryan S. McGinnis, Ellen W. McGinnis, Christopher J. Petrillo, Jonathan Ferri, Jordyn Scism, Matthew Price
Validation of Smartphone Based Heart Rate Tracking for Remote Treatment of Panic Attacks. IEEE J. Biomed. Health Informatics 25 (3) (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 20 (22) (2020)
Reed D. Gurchiek, Anna T. Ursiny, Ryan S. McGinnis
Modeling Muscle Synergies as a Gaussian Process: Estimating Unmeasured Muscle Excitations using a Measured Subset. EMBC (2020)
Thomas Seel, Manon Kok, Ryan S. McGinnis
Inertial Sensors - Applications and Challenges in a Nutshell. Sensors 20 (21) (2020)
Blake Hewgill, Ryan S. McGinnis, Jeff Frolik
. EMBC (2020)
Reed D. Gurchiek, Rebecca H. Choquette, Bruce D. Beynnon, James R. Slauterbeck, Timothy W. Tourville, Michael J. Toth, Ryan S. McGinnis
Remote Gait Analysis Using Wearable Sensors Detects Asymmetric Gait Patterns in Patients Recovering from ACL Reconstruction. BSN (2019)
Ryan S. McGinnis, Ellen W. McGinnis, Christopher J. Petrillo, Matthew Price
Mobile Biofeedback Therapy for the Treatment of Panic Attacks: A Pilot Feasibility Study. BSN (2019)
Reed D. Gurchiek, Nick Cheney, Ryan S. McGinnis
Estimating Biomechanical Time-Series with Wearable Sensors: A Systematic Review of Machine Learning Techniques. Sensors 19 (23) (2019)
Lukas Adamowicz, Reed D. Gurchiek, Jonathan Ferri, Anna T. Ursiny, Niccolo M. Fiorentino, Ryan S. McGinnis
Validation of Novel Relative Orientation and Inertial Sensor-to-Segment Alignment Algorithms for Estimating 3D Hip Joint Angles. Sensors 19 (23) (2019)
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, Javier B. Redrado, Rebecca H. Choquette, Bruce D. Beynnon, James R. Slauterbeck, Timothy W. Tourville, Michael J. Toth
Wearable sensors capture differences in muscle activity and gait patterns during daily activity in patients recovering from ACL reconstruction. BSN (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)
Ryan S. McGinnis, Stephen M. Cain, Steven P. Davidson, Rachel V. Vitali, Scott G. McLean, Noel C. Perkins
Inertial sensor and cluster analysis for discriminating agility run technique and quantifying changes across load. Biomed. Signal Process. Control. 32 (2017)
Rachel V. Vitali, Stephen M. Cain, Ryan S. McGinnis, Antonia M. Zaferiou, Lauro Ojeda, Steven P. Davidson, Noel C. Perkins
Method for Estimating Three-Dimensional Knee Rotations Using Two Inertial Measurement Units: Validation with a Coordinate Measurement Machine. Sensors 17 (9) (2017)
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)
Shyamal Patel, Ryan S. McGinnis, Ikaro Silva, Steve DiCristofaro, Nikhil Mahadevan, Elise Jortberg, Jaime Franco, Albert Martin, Joseph Lust, Milan Raj, Bryan McGrane, Paolo DePetrillo, A. J. Aranyosi, Melissa Ceruolo, Jesus Pindado, Roozbeh Ghaffari
A wearable computing platform for developing cloud-based machine learning models for health monitoring applications. EMBC (2016)
Ryan S. McGinnis, Shyamal Patel, Ikaro Silva, Nikhil Mahadevan, Steve DiCristofaro, Elise Jortberg, Melissa Ceruolo, A. J. Aranyosi
Skin mounted accelerometer system for measuring knee range of motion. EMBC (2016)
Ryan S. McGinnis, Stephen M. Cain, Sui Tao, David Whiteside, Grant C. Goulet, Elizabeth C. Gardner, Asheesh Bedi, Noel C. Perkins
Accuracy of Femur Angles Estimated by IMUs During Clinical Procedures Used to Diagnose Femoroacetabular Impingement. IEEE Trans. Biomed. Eng. 62 (6) (2015)
Ryan S. McGinnis, Noel C. Perkins
A Highly Miniaturized, Wireless Inertial Measurement Unit for Characterizing the Dynamics of Pitched Baseballs and Softballs. Sensors 12 (9) (2012)