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ORCIDTodd M. Manini
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2020 – today
- 2024
[j7]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): 339-354 (2024)- [i2]Heng Sun, Sai Manoj Jalam, Havish Kodali, Subhash Nerella, Ruben D. Zapata, Nicole Gravina, Jessica Ray, Erik C. Schmidt, Todd M. Manini, Rashidi Parisa:
Enhancing EHR Systems with data from wearables: An end-to-end Solution for monitoring post-Surgical Symptoms in older adults. CoRR abs/2410.21507 (2024) - 2022
- [j6]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): 3061 (2022) - [c8]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 - 2021
- [j5]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): 3352 (2021) - [c7]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: 150-158 - 2020
- [j4]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) - [c6]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 - [i1]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 abs/2007.13114 (2020)
2010 – 2019
- 2019
- [j3]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: 29-40 (2019) - 2018
- [j2]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): 124:1-124:13 (2018) - [j1]Paul Nickerson, Raheleh Baharloo, Amal A. Wanigatunga, Todd M. Manini, Patrick James Tighe, Parisa Rashidi:
Transition Icons for Time-Series Visualization and Exploratory Analysis. IEEE J. Biomed. Health Informatics 22(2): 623-630 (2018) - [c5]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: 17-20 - 2017
- [c4]Matin Kheirkhahan, Zhiguo Chen, Duane B. Corbett, Amal A. Wanigatunga, Todd M. Manini, Sanjay Ranka:
Adaptive walk detection algorithm using activity counts. BHI 2017: 161-164 - [c3]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: 217-220 - [c2]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: 678-685 - 2016
- [c1]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: 1-6
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