Related Experiment Video
Updated: Jan 24, 2026
06:05
The Participant-Reported Implementation Update and Score PRIUS: A Novel Method for Capturing Implementation-Related Data Over Time
Published on: February 19, 2021
1.6K
Predictive Modelling and Its Visualization for Telehealth Data - Concept and Implementation of an Interactive Viewer
Michael Sams1, Alphons Eggerth1, Dieter Hayn1
1AIT Austrian Institute of Technology, Graz, Austria.
Studies in Health Technology and Informatics
|May 24, 2019
Summary
A new toolset aids data scientists in developing predictive models for telehealth. This viewer enhances understanding of model development and predictions, crucial for healthcare adoption.
Area of Science:
- Health Informatics
- Machine Learning in Healthcare
Background:
- Predictive modeling is vital in healthcare for system development and acceptance.
- Understanding models and predictions is essential for clinical integration.
Purpose of the Study:
- Develop a conceptual toolset for data scientists.
- Implement a system supporting predictive model development in telehealth.
Main Methods:
- User requirements gathered through surveys.
- Concept development based on 'HerzMobil Tirol' telehealth data model.
- Implementation utilizing MATLAB.
Main Results:
- Identified a comprehensive list of user requirements.
- Successfully implemented a viewer tool based on identified requirements.
Conclusions:
- The developed viewer provides deeper insights into predictive model development.
- Enhanced understanding facilitates better acceptance of telehealth predictive systems.
Related Concept Videos
01:19Self-Concept
1.6K
Self-concept is the cognitive and emotional understanding individuals hold about their identity. It evolves through various developmental stages, beginning in infancy and maturing as children grow. This concept influences how individuals perceive their abilities, interact with others, and manage challenges throughout life.
Infancy and Emerging Recognition
During infancy, self-concept is virtually nonexistent. Babies do not distinguish themselves as separate entities and often mistake their...
Infancy and Emerging Recognition
During infancy, self-concept is virtually nonexistent. Babies do not distinguish themselves as separate entities and often mistake their...
1.6K
02:56Formula Mass and Mole Concepts of Compounds
80.8K
Formula Mass of Covalent Compounds
80.8K
01:24Concepts and Prototypes
527
The human nervous system handles vast amounts of information by translating sensory stimuli into neural impulses, which the brain processes, creating thoughts expressed through language or stored as memories. The brain also synthesizes information from emotions and memories, which significantly influence thoughts and behaviors. This intricate process creates a comprehensive mental picture.
The brain organizes this information using concepts, which are mental categories grouping linguistic data,...
The brain organizes this information using concepts, which are mental categories grouping linguistic data,...
527
02:27Predicting Molecular Geometry
45.6K
VSEPR Theory for Determination of Electron Pair Geometries
45.6K
01:15Nursing Implementation
6.0K
Implementation is the execution of the nursing care plan developed during the planning phase.
The five steps to implementing effective nursing care include reassessing the patient, reviewing and revising the existing nursing care plan, organizing the resources and care delivery, anticipating and preventing complications, and implementing nursing interventions.
The five steps to implementing effective nursing care include reassessing the patient, reviewing and revising the existing nursing care plan, organizing the resources and care delivery, anticipating and preventing complications, and implementing nursing interventions.
6.0K
01:20Understanding Self-Concept
236
The self-concept encompasses individuals' beliefs about themselves, structured through cognitive frameworks known as self-schemas. These schemas function as mental representations of specific traits or behaviors, influencing how self-relevant information is perceived, processed, and remembered. For example, individuals who are schematic for body weight are more likely to interpret routine experiences—such as dining out or shopping—through the lens of that trait. Conversely, those...
236