POINT-OF-CARE TESTING FOR THE FRAILTY PHENOTYPE PREDICTS POSTSURGICAL OUTCOMES

por Mardini, Mamoun, Kaufmann, Christopher
Publicado 2022

Smart Wearables in the Lens of Aging: Results From the ROAMM Study

por Mardini, Mamoun, Manini, Todd, Schrack, Jennifer
Publicado 2020

EXPLAINABLE MACHINE-LEARNING FOR PREDICTING PREOPERATIVE FRAILTY PHENOTYPE USING ELECTRONIC HEALTH RECORDS

por Mardini, Mamoun, Price, Catherine, Tighe, Patrick, Manini, Todd
Publicado 2022

USING MACHINE LEARNING TO ASSESS RACIAL DISPARITIES IN COVID-19 MORBIDITY AND MORTALITY

por Dasa, Osama, Bai, Chen, Mardini, Mamoun, Pearson, Thomas A.
Publicado 2022

Using Smartwatches to Detect Face Touching

por Bai, Chen, Chen, Yu-Peng, Wolach, Adam, Anthony, Lisa, Mardini, Mamoun T.
Publicado 2021

Older Adults' Satisfaction and Compliance of Smartwatches Providing Ecological Momentary

por Laborde, Charlotte, Cenko, Erta, Mardini, Mamoun, Ranka, Sanjay, Rashidi, Parisa, Manini, Todd
Publicado 2020

Are Machine Learning Models Used to Represent Accelerometry Data Robust to Age Differences?

por Manini, Todd, Bai, Chen, Wanigatunga, Amal, Saldana, Santiago, Casanova, Ramon, Mardini, Mamoun
Publicado 2021

IDENTIFYING THE FRAILTY COMPONENTS THAT ARE MOST IMPORTANT IN PREDICTING POSTSURGICAL OUTCOMES

por Mardini, Mamoun, Smail, Emily, Tighe, Patrick, Price, Catherine, Kaufmann, Christopher, Manini, Todd
Publicado 2022

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

por Mardini, Mamoun T., Bai, Chen, Wanigatunga, Amal A., Saldana, Santiago, Casanova, Ramon, Manini, Todd M.
Publicado 2021

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

por Bai, Chen, Wanigatunga, Amal A., Saldana, Santiago, Casanova, Ramon, Manini, Todd M., Mardini, Mamoun T.
Publicado 2022

EXCURSION FROM HOME AND ECOLOGICAL PAIN IN OLDER ADULTS WITH KNEE PAIN

por Mardini, Mamoun T, Rashidi, Parisa, Nerella, Subhash, Fullwood, Dottington, Corbett, Duane, Ranka, Sanjay, Manini, Todd M
Publicado 2019

The Effect of Sensor Placement and Number on Physical Activity Recognition and Energy Expenditure Estimation in Older Adults: Validation Study

por Davoudi, Anis, Mardini, Mamoun T, Nelson, David, Albinali, Fahd, Ranka, Sanjay, Rashidi, Parisa, Manini, Todd M
Publicado 2021

WRIST-WORN TRI-AXIAL ACCELEROMETER VALIDATION IN YOUNG, MIDDLE-AGED, AND OLDER ADULTS

por Manini, Todd M, Saldana, Santiago, Corbett, Duane, Wanigatunga, Amal A, Navarro, Eduardo, Mardini, Mamoun T, Casanova, Ramon
Publicado 2019

The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis

por Mardini, Mamoun, Nerella, Subhash, Kheirkhahan, Matin, Ranka, Sanjay, Fillingim, Roger, Cenko, Erta, Rashidi, Parisa, Manini, Todd
Publicado 2020

Worsening sleep predicts lower life space mobility during the onset of the COVID‐19 pandemic

por Smail, Emily J., Kaufmann, Christopher N., Riehm, Kira E., Mardini, Mamoun T., Cenko, Erta, Bai, Chen, Manini, Todd M.
Publicado 2022

Machine learning-based prediction models for home discharge in patients with COVID-19: Development and evaluation using electronic health records

por Zapata, Ruben D., Huang, Shu, Morris, Earl, Wang, Chang, Harle, Christopher, Magoc, Tanja, Mardini, Mamoun, Loftus, Tyler, Modave, François
Publicado 2023

A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring

por Karnati, Yashaswi, Reddy, Rohith Reddy Kessi, Thakkar, Aseem, McConnell, Matthew, Mendoza, Tonatiuh, Mardini, Mamoun, Manini, Todd, Ranka, Sanjay
Publicado 2020

The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis: A Smartwatch-Based Demonstration Study

por Mardini, Mamoun T, Nerella, Subhash, Kheirkhahan, Matin, Ranka, Sanjay, Fillingim, Roger B, Hu, Yujie, Corbett, Duane B, Cenko, Erta, Weber, Eric, Rashidi, Parisa, Manini, Todd M
Publicado 2021

Satisfaction, Usability, and Compliance With the Use of Smartwatches for Ecological Momentary Assessment of Knee Osteoarthritis Symptoms in Older Adults: Usability Study

por Rouzaud Laborde, Charlotte, Cenko, Erta, Mardini, Mamoun T, Nerella, Subhash, Kheirkhahan, Matin, Ranka, Sanjay, Fillingim, Roger B, Corbett, Duane B, Weber, Eric, Rashidi, Parisa, Manini, Todd
Publicado 2021

Artificial intelligence guidance of advanced heart failure therapies: A systematic scoping review

por Al-Ani, Mohammad A., Bai, Chen, Hashky, Amal, Parker, Alex M., Vilaro, Juan R., Aranda Jr., Juan M., Shickel, Benjamin, Rashidi, Parisa, Bihorac, Azra, Ahmed, Mustafa M., Mardini, Mamoun T.
Publicado 2023