Todd M. Manini

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Activities Of Daily Living

Machine Learning

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Chen Bai, Mohammad Al-Ani, Shawna Amini, Patrick James Tighe, Catherine C. Price, Todd M. Manini, Mamoun T. Mardini
Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning. J. Intell. Inf. Syst. 62 (2) (2024)
Chen Bai, Ruben Zapata, Yashaswi Karnati, Emily Smail, Alexandra Hajduk, Thomas M. Gill, Sanjay Ranka, Todd M. Manini, Mamoun T. Mardini
Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults. AMIA (2022)
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)
Yashaswi Karnati, Ruben Zapata, Matthew J. McConnell, Rohith R. K. Reddy, Varun Reddy Regalla, Aseem Thakkar, Jordan Alpert, Tonatiuh Mendoza, Parisa Rashidi, Mamoun T. Mardini, Michael Marsiske, Thomas M. Gill, Todd M. Manini, Sanjay Ranka
ROAMM: A customizable and interactive smartwatch platform for patient-generated health data. IC3 (2021)
Jordan Alpert, Todd M. Manini, Megan Roberts, Naga S. Prabhakar Kota, Tonatiuh Mendoza, Laurence M. Solberg, Parisa Rashidi
Secondary care provider attitudes towards patient generated health data from smartwatches. npj Digit. Medicine 3 (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. 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)
Anis Davoudi, Duane B. Corbett, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Scott C. Brakenridge, Todd M. Manini, Parisa Rashidi
Activity and circadian rhythm of sepsis patients in the Intensive Care Unit. BHI (2018)
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, Hiranava Das, Manoj Battula, Anis Davoudi, Parisa Rashidi, Todd M. Manini, Sanjay Ranka
Power-efficient real-time approach to non-wear time detection for smartwatches. 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)