Visual analytics of smartphone-sensed human behavior and health

H Mansoor, W Gerych, A Alajaji… - IEEE Computer …, 2021 - ieeexplore.ieee.org
Smartphone health sensing tools, which analyze passively gathered human behavior data,
can provide clinicians with a longitudinal view of their patients' ailments in natural settings. In …

ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms

H Mansoor, W Gerych, A Alajaji, L Buquicchio… - Visual Informatics, 2021 - Elsevier
Abstract Human Bio-Behavioral Rhythms (HBRs) such as sleep-wake cycles (Circadian
Rhythms), and the degree of regularity of sleep and physical activity have important health …

What Did Our Model Just Learn? Hard Lessons in Applying Deep Learning to Human Factors D ata

B Weigel, K Loar, A Colón, R Wright - … and Internet of Things, July 25-29 …, 2021 - Springer
Deep learning is revolutionizing all areas of data science, including human factors research.
Much of human factors data, however, have fundamental idiosyncrasies that make applying …

Exploratory Data Analysis of Population Level Smartphone-Sensed Data

H Mansoor, W Gerych, A Alajaji, L Buquicchio… - … Joint Conference on …, 2021 - Springer
Mobile health involves gathering smartphone-sensor data passively from user's phones, as
they live their lives' In-the-wild”, periodically annotating data with health labels. Such data is …

Exploratory Data Analysis of Population Level Smartphone-Sensed Data

K Chandrasekaran, E Agu… - … Vision, Imaging and …, 2023 - books.google.com
Mobile health involves gathering smartphone-sensor data passively from user's phones, as
they live their lives' In-the-wild”, periodically annotating data with health labels. Such data is …

[PDF][PDF] Visual Analytics for Smartphone Health Phenotyping

H Mansoor - 2022 - digital.wpi.edu
The healthcare system in the USA is schedule driven, with infrequent assessments that often
result in late diagnoses and poor health outcomes. Consequently, researchers are …

[PDF][PDF] Visual Informatics

H Mansoor, W Gerych, A Alajaji, L Buquicchio… - 2021 - cs.wpi.edu
abstract Human Bio-Behavioral Rhythms (HBRs) such as sleep-wake cycles (Circadian
Rhythms), and the degree of regularity of sleep and physical activity have important health …