Segmentation of magnetic resonance images of the thighs for a new National Institutes of Health initiative. - A. Monzon; Paul F. Hemler; Mike A. Nalls; Todd M. Manini; Brian C. Clark; T. B. Harris; Matthew J. McAuliffe (Image Processing, 2007)

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 (HealthCom, 2016)

Adaptive walk detection algorithm using activity counts. - Matin Kheirkhahan; Zhiguo Chen; Duane B. Corbett; Amal A. Wanigatunga; Todd M. Manini; Sanjay Ranka (BHI, 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 (BHI, 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 (BIBM, 2017)

A new approach to disentangle genetic and epigenetic components on disease comorbidities: studying correlation between genotypic and phenotypic disease networks. - Giuseppe Tradigo; Raffaele Vacca; Todd M. Manini; Victoria Y. Bird; Travis A. Gerke; Pierangelo Veltri; Mattia Prosperi (FNC/MobiSPC, 2017)

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 (BHI, 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)

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)

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)

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 (AMIA, 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)

ROAMM: A customizable and interactive smartwatch platform for patient-generated health data. - Yashaswi Karnati; Ruben D. 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; et al. (IC3, 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)

Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults. - Chen Bai; Ruben D. Zapata; Yashaswi Karnati; Emily Smail; Alexandra Hajduk; Thomas M. Gill; Sanjay Ranka; Todd M. Manini; Mamoun T. Mardini (AMIA, 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)

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 M. Ray; Erik C. Schmidt; Todd M. Manini; Parisa Rashidi (MobiCom, 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 M. Ray; Erik C. Schmidt; Todd M. Manini; Rashidi Parisa (CoRR, 2024)

Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning. - Chen Bai; Mohammad A. Al-Ani; Shawna Amini; Patrick James Tighe; Catherine C. Price; Todd M. Manini; Mamoun T. Mardini (J. Intell. Inf. Syst., 2024)

Resting state brain network segregation is associated with walking speed and working memory in older adults. - Sumire D. Sato; Valay A. Shah; Tyler Fettrow; Kristina G. Hall; Grant D. Tays; Erta Cenko; Arkaprava Roy; David J. Clark; Daniel P. Ferris; Chris J. Hass; Todd M. Manini; Rachael D. Seidler (NeuroImage, 2025)