Todd M. Manini

According to our database, Todd M. Manini authored at least 16 papers between 2016 and 2024.

Collaborative distances:

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

2024

Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning.

Chen Bai, Mohammad Al-Ani, Shawna Amini, Patrick James Tighe, Catherine C. Price, Todd M. Manini, Mamoun T. Mardini

J. Intell. Inf. Syst., April, 2024

Enhancing EHR Systems with data from wearables: An end-to-end Solution for monitoring post-Surgical Symptoms in older adults.

Heng Sun, Sai Manoj Jalam, Havish Kodali, Subhash Nerella, Ruben D. Zapata, Nicole Gravina, Jessica Ray, Erik C. Schmidt, Todd M. Manini, Rashidi Parisa

CoRR, 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

Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults.

Chen Bai, Ruben Zapata, Yashaswi Karnati, Emily Smail, Alexandra Hajduk, Thomas M. Gill, Sanjay Ranka, Todd M. Manini, Mamoun T. Mardini

Proceedings of the AMIA 2022, 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

ROAMM: A customizable and interactive smartwatch platform for patient-generated health data.

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

Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021

2020

Secondary care provider attitudes towards patient generated health data from smartwatches.

Jordan Alpert, Todd M. Manini, Megan Roberts, Naga S. Prabhakar Kota, Tonatiuh Mendoza, Laurence M. Solberg, Parisa Rashidi

npj Digit. Medicine, 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

Activity and circadian rhythm of sepsis patients in the Intensive Care Unit.

Anis Davoudi, Duane B. Corbett, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Scott C. Brakenridge, Todd M. Manini, Parisa Rashidi

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 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

Power-efficient real-time approach to non-wear time detection for smartwatches.

Matin Kheirkhahan, Hiranava Das, Manoj Battula, Anis Davoudi, Parisa Rashidi, Todd M. Manini, Sanjay Ranka

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