Todd M. Manini

Orcid: 0000-0002-5970-4462

According to our database1, Todd M. Manini authored at least 15 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning.
J. Intell. Inf. Syst., April, 2024

2022
Are Machine Learning Models on Wrist Accelerometry Robust against Differences in Physical Performance among Older Adults?
Sensors, 2022

Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults.
Proceedings of the AMIA 2022, 2022

2021
Age Differences in Estimating Physical Activity by Wrist Accelerometry Using Machine Learning.
Sensors, 2021

ROAMM: A customizable and interactive smartwatch platform for patient-generated health data.
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.
npj Digit. Medicine, 2020

Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning.
Proceedings of the AMIA 2020, 2020

2019
A smartwatch-based framework for real-time and online assessment and mobility monitoring.
J. Biomed. Informatics, 2019

2018
Transition Icons for Time-Series Visualization and Exploratory Analysis.
IEEE J. Biomed. Health Informatics, 2018

Wrist accelerometer shape feature derivation methods for assessing activities of daily living.
BMC Medical Informatics Decis. Mak., 2018

Activity and circadian rhythm of sepsis patients in the Intensive Care Unit.
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.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Power-efficient real-time approach to non-wear time detection for smartwatches.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Adaptive walk detection algorithm using activity counts.
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.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016


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