Amal A. Wanigatunga

According to our database, Amal A. Wanigatunga authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Associations of Physical Activity and Heart Rate Variability from a Two-Week ECG Monitor with Cognitive Function and Dementia: The ARIC Neurocognitive Study.

Francesca R. Marino, Hau-Tieng Wu, Lacey Etzkorn, Mary R. Rooney, Elsayed Z. Soliman, Jennifer A. Deal, Ciprian Crainiceanu, Adam P. Spira, Amal A. Wanigatunga, Jennifer A. Schrack, Lin Yee Chen

Sensors, July, 2024

Validation of a Zio XT Patch Accelerometer for the Objective Assessment of Physical Activity in the Atherosclerosis Risk in Communities (ARIC) Study.

Anis Davoudi, Jacek K. Urbanek, Lacey Etzkorn, Romil Parikh, Elsayed Z. Soliman, Amal A. Wanigatunga, Kelley Pettee Gabriel, Josef Coresh, Jennifer A. Schrack, Lin Yee Chen

Sensors, February, 2024

2022

Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults?

Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini, Mamoun T. Mardini

Sensors, 2022

2021

Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning.

Mamoun T. Mardini, Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini

Sensors, 2021

2020

Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning.

Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini

Proceedings of the AMIA 2020, 2020

2019

A smartwatch-based framework for real-time and online assessment and mobility monitoring.

Matin Kheirkhahan, Sanjay P. Nair, Anis Davoudi, Parisa Rashidi, Amal A. Wanigatunga, Duane B. Corbett, Tonatiuh Mendoza, Todd M. Manini, Sanjay Ranka

J. Biomed. Informatics, 2019

2018

Transition Icons for Time-Series Visualization and Exploratory Analysis.

Paul Nickerson, Raheleh Baharloo, Amal A. Wanigatunga, Todd M. Manini, Patrick James Tighe, Parisa Rashidi

IEEE J. Biomed. Health Informatics, 2018

Wrist accelerometer shape feature derivation methods for assessing activities of daily living.

Matin Kheirkhahan, Avirup Chakraborty, Amal A. Wanigatunga, Duane B. Corbett, Todd M. Manini, Sanjay Ranka

BMC Medical Informatics Decis. Mak., 2018

2017

A bag-of-words approach for assessing activities of daily living using wrist accelerometer data.

Matin Kheirkhahan, Shikha Mehta, Madhurima Nath, Amal A. Wanigatunga, Duane B. Corbett, Todd M. Manini, Sanjay Ranka

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Adaptive walk detection algorithm using activity counts.

Matin Kheirkhahan, Zhiguo Chen, Duane B. Corbett, Amal A. Wanigatunga, Todd M. Manini, Sanjay Ranka

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

ROAMM: A software infrastructure for real-time monitoring of personal health.

Sanjay P. Nair, Matin Kheirkhahan, Anis Davoudi, Parisa Rashidi, Amal A. Wanigatunga, Duane B. Corbett, Todd M. Manini, Sanjay Ranka

Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016