Works (6)

Updated: February 23rd, 2024 05:00

2023 conference paper

An Exploration of Machine Learning Methods for Gait Analysis of Potential Guide Dogs

Wu, Y., Nichols, C., Foster, M., Martin, D., Dieffenderfer, J., Enomoto, M., … Roberts, D. L. (2023, December 4).

By: Y. Wu, C. Nichols, M. Foster , D. Martin, J. Dieffenderfer, M. Enomoto , B. Lascelles, J. Russenberger ...

Source: ORCID
Added: February 22, 2024

2022 article

Motion-Resilient ECG Signal Reconstruction from a Wearable IMU through Attention Mechanism and Contrastive Learning

NINTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2022.

By: J. Wang n, M. Foster n , A. Bozkurt n & D. Roberts n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: ECG; Inertial Measurement Unit; Machine Learning; Deep Neural Network
Sources: Web Of Science, ORCID
Added: December 18, 2023

2022 journal article

Preliminary Evaluation of a System with On-Body and Aerial Sensors for Monitoring Working Dogs

SENSORS, 22(19).

By: M. Foster n , T. Wu n , D. Roberts n & A. Bozkurt n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: ECG; heart rate variability; electrodes; machine learning; 3D printing; wearable; drone; UAV; embedded system
MeSH headings : Algorithms; Animals; Dogs; Electrocardiography; Heart Rate; Monitoring, Physiologic; Working Dogs
Sources: Web Of Science, ORCID
Added: October 24, 2022

2022 article

Spatial and Temporal Analytic Pipeline for Evaluation of Potential Guide Dogs Using Location and Behavior Data

NINTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2022.

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Guide Dog; Canine Behavior Analysis; Feature Extraction; IMU; Machine Learning; Clustering
Sources: Web Of Science, ORCID
Added: March 30, 2023

2021 article

Noncontact Electrophysiology Monitoring Systems for Assessment of Canine-Human Interactions

2021 IEEE SENSORS.

co-author countries: Belgium πŸ‡§πŸ‡ͺ United States of America πŸ‡ΊπŸ‡Έ
author keywords: Animal-assisted interactions; canine-assisted therapy; capacitively coupled ECG; noncontact electrodes
Sources: Web Of Science, ORCID
Added: December 21, 2021

2020 journal article

Preliminary Evaluation of a Wearable Sensor System for Heart Rate Assessment in Guide Dog Puppies

IEEE SENSORS JOURNAL, 20(16), 9449–9459.

By: M. Foster n , R. Brugarolas n, K. Walker n, S. Mealin n, Z. Cleghern n, S. Yuschak n, J. Clark n, D. Adin n ...

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: ECG; heart rate variability; electrodes; machine learning; 3D printing; wearable
Sources: Web Of Science, ORCID
Added: August 10, 2020

Education

Updated: June 24th, 2019 16:09

2016 - present

North Carolina State University Raleigh, NC, US
Graduate Student Researcher Electrical and Computer Engineering

2008 - 2013

University of Pittsburgh Pittsburgh, PA, US
BS Electrical and Computer Engineering

2008 - 2013

University of Pittsburgh Pittsburgh, PA, US
BS Bioengineering

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