Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Pulse rhythm01:30

Pulse rhythm

754
Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
754
Documentation in Long-Term and Home Healthcare Setting01:29

Documentation in Long-Term and Home Healthcare Setting

869
Documentation in long-term care facilities and home healthcare settings is crucial for ensuring continuous, coordinated, and comprehensive care for patients. Each setting has its specific documentation processes and tools:
Long-Term Care Facilities
869
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

5.6K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
Integrated Healthcare System01:20

Integrated Healthcare System

1.5K
An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
1.5K
Errors occurring during blood pressure monitoring01:25

Errors occurring during blood pressure monitoring

584
Blood pressure monitoring is a crucial clinical procedure in diagnosing and managing various cardiovascular conditions. Despite its significance, the accuracy of blood pressure measurements can be compromised by multiple factors, potentially leading to either falsely high or low readings. These inaccuracies are critical as they can significantly impact patient care. So, it is vital to understand these challenges deeply and adopt strategic approaches to minimize errors.
Several factors...
584
Purpose of Health Records II01:19

Purpose of Health Records II

959
Health records serve various essential purposes in the healthcare system. Here are some key purposes:
959

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Characteristics and clinical correlates of objective medication adherence in older adults with cognitive impairment.

The Clinical neuropsychologist·2026
Same author

The association between daily real-time assessment of subjective cognitive function and objective cognition using ecological momentary assessment.

Neuropsychology·2026
Same author

Six-month outcomes of a multidomain RCT lifestyle and memory support intervention among older adults with subjective cognitive decline (Brain Boosters).

International psychogeriatrics·2026
Same author

Ecological momentary assessment suggests greater sensitivity to clinical change in a compensatory strategy pilot clinical trial.

Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists·2026
Same author

Temperature discomfort impairs everyday cognition: a pilot study using smartwatch-based ecological momentary assessment.

Environmental research communications·2026
Same author

Promoting digital memory aid use in older adults with cognitive concerns: A pilot randomized controlled trial of adaptive web-based training.

Neuropsychology·2026
Same journal

Narrow Spectrum Software Testing Addressing Complexity and Trust.

Computer·2026
Same journal

Input Space Coverage Matters.

Computer·2025
Same journal

A Trusted Federated System to Share Granular Data Among Disparate Database Resources.

Computer·2024
Same journal

Combinatorial Methods in Security Testing.

Computer·2024
Same journal

Cybertrust in the IoT Age.

Computer·2024
Same journal

Educating Next-Gen Computer Scientists.

Computer·2024
See all related articles

Related Experiment Video

Updated: May 29, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
11:21

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data

Published on: July 27, 2018

8.2K

Using Smart Homes to Detect and Analyze Health Events.

Gina Sprint1, Diane Cook1, Roschelle Fritz1

  • 1Washington State University, Pullman, WA 99164-2752.

Computer
|February 3, 2025
PubMed
Summary
This summary is machine-generated.

Instrumented smart homes can automatically detect behavior changes linked to health events in older adults. This behavior change detection (BCD) approach analyzes activity patterns, offering insights into health condition effects.

Keywords:
machine learningpervasive computingtime series analysis

More Related Videos

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
04:24

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program

Published on: April 19, 2019

11.5K
An Application for Pairing with Wearable Devices to Monitor Personal Health Status
06:58

An Application for Pairing with Wearable Devices to Monitor Personal Health Status

Published on: February 3, 2022

2.7K

Related Experiment Videos

Last Updated: May 29, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
11:21

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data

Published on: July 27, 2018

8.2K
A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
04:24

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program

Published on: April 19, 2019

11.5K
An Application for Pairing with Wearable Devices to Monitor Personal Health Status
06:58

An Application for Pairing with Wearable Devices to Monitor Personal Health Status

Published on: February 3, 2022

2.7K

Area of Science:

  • Gerontology
  • Health Informatics
  • Data Mining

Background:

  • Instrumented smart homes enable unobtrusive monitoring of behavior in natural settings.
  • Understanding behavior-health relationships is crucial for managing health conditions.

Purpose of the Study:

  • To introduce a behavior change detection (BCD) approach for identifying behavioral shifts associated with health events.
  • To analyze behavior changes in older adults living in smart homes.

Main Methods:

  • Collected sensor data from smart homes and utilized activity recognition.
  • Applied behavior change detection (BCD) to quantify and analyze changes in activity timings and durations.
  • Evaluated the approach using three case studies of older adults experiencing major health events.

Main Results:

  • Demonstrated that significant behavior changes, consistent with medical literature, occur during major health events.
  • Successfully and automatically detected these behavior changes using the BCD approach.
  • Validated the effectiveness of BCD in analyzing behavioral effects of health conditions.

Conclusions:

  • The proposed smart home, activity recognition, and BCD algorithms are effective data mining techniques.
  • This approach provides valuable insights into the behavioral impacts of health conditions.
  • Automated detection of behavior changes can aid in understanding and managing health in older adults.