Amal A. Wanigatunga

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Accelerometer Data

Activities Of Daily Living

Top Venues

BMC Medical Informatics Decis. Mak.

IEEE J. Biomed. Health Informatics

Publications

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
Validation of a Zio XT Patch Accelerometer for the Objective Assessment of Physical Activity in the Atherosclerosis Risk in Communities (ARIC) Study. Sensors 24 (3) (2024)
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
Associations of Physical Activity and Heart Rate Variability from a Two-Week ECG Monitor with Cognitive Function and Dementia: The ARIC Neurocognitive Study. Sensors 24 (13) (2024)
Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini, Mamoun T. Mardini
Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults? Sensors 22 (8) (2022)
Mamoun T. Mardini, Chen Bai, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning. Sensors 21 (10) (2021)
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. AMIA (2020)
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. CoRR (2020)
Matin Kheirkhahan, Sanjay P. Nair, Anis Davoudi, Parisa Rashidi, Amal A. Wanigatunga, Duane B. Corbett, Tonatiuh Mendoza, Todd M. Manini, Sanjay Ranka
A smartwatch-based framework for real-time and online assessment and mobility monitoring. J. Biomed. Informatics 89 (2019)
Matin Kheirkhahan, Avirup Chakraborty, Amal A. Wanigatunga, Duane B. Corbett, Todd M. Manini, Sanjay Ranka
Wrist accelerometer shape feature derivation methods for assessing activities of daily living. BMC Medical Informatics Decis. Mak. 18 (S-4) (2018)
Paul Nickerson, Raheleh Baharloo, Amal A. Wanigatunga, Todd M. Manini, Patrick J. Tighe, Parisa Rashidi
Transition Icons for Time-Series Visualization and Exploratory Analysis. IEEE J. Biomed. Health Informatics 22 (2) (2018)
Matin Kheirkhahan, Zhiguo Chen, Duane B. Corbett, Amal A. Wanigatunga, Todd M. Manini, Sanjay Ranka
Adaptive walk detection algorithm using activity counts. BHI (2017)
Matin Kheirkhahan, Shikha Mehta, Madhurima Nath, Amal A. Wanigatunga, Duane B. Corbett, Todd M. Manini, Sanjay Ranka
A bag-of-words approach for assessing activities of daily living using wrist accelerometer data. BIBM (2017)
Sanjay P. Nair, Matin Kheirkhahan, Anis Davoudi, Parisa Rashidi, Amal A. Wanigatunga, Duane B. Corbett, Todd M. Manini, Sanjay Ranka
ROAMM: A software infrastructure for real-time monitoring of personal health. HealthCom (2016)