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Related Concept Videos

Application of Integration: Problem Solving01:30

Application of Integration: Problem Solving

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The process of breathing involves the periodic intake and expulsion of air, known as the respiratory cycle, which typically lasts about five seconds. Modeling the volume of air inhaled into the lungs as a function of time provides insight into both the dynamics and efficiency of pulmonary ventilation. This volume is determined by integrating the airflow rate over time, which captures the cumulative effect of air entering the lungs.Sinusoidal Model of AirflowAirflow during respiration is not...
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Applications of Integration to Find Hydrostatic Pressure01:30

Applications of Integration to Find Hydrostatic Pressure

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Hydrostatic force is a fluid's total force at rest on a surface. For a horizontal surface submerged at a fixed depth, the pressure is constant and calculated as the product of fluid density, gravitational acceleration, and depth. In the case of a vertical dam wall submerged in water, this force is not evenly distributed due to the increasing pressure with depth. This variation arises from the cumulative weight of the water above each point. Integration is used to account for the continuous...
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Applications of Integration to Find Centers of Mass01:30

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Rotational equilibrium provides a natural framework for defining the center of mass of a system. For a plank balanced on a pivot with two unequal masses, equilibrium is achieved when the net torque about the pivot is zero. Torque is defined as the product of a force and its perpendicular distance from the pivot. When the torques due to all forces cancel, the pivot coincides with the center of mass of the system.For a system composed of several discrete point masses, the center of mass lies at...
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Applications of Integration to Find Blood Flow01:27

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Blood flow through a cylindrical blood vessel can be mathematically described using the principles of laminar flow, a regime in which fluid moves smoothly in parallel layers. In this model, the velocity of the blood is not uniform across the cross-section of the vessel; rather, it varies with the radial distance from the center. The maximum velocity occurs along the central axis, decreasing progressively toward the vessel walls, where it reaches zero due to viscous drag.Approximating Blood...
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Applications of Integration to Find Consumer Surplus01:29

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In microeconomics, consumer surplus represents the economic gain that consumers experience when they purchase a good or service for less than the highest price they are willing to pay. This surplus arises from the characteristics of the demand function, which links the quantity of a good to the price consumers are willing to pay. As the quantity of a good increases, the price that consumers are willing to pay for each additional unit typically decreases, resulting in a downward-sloping demand...
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Applications of Integration to Probability Density Functions01:27

Applications of Integration to Probability Density Functions

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Continuous probability distributions are used to model random variables that can take on any real value within a specified range. These variables do not take on isolated or countable values but rather exist on a continuum. For example, the height of an individual can be measured with increasing precision—such as 163.5 or 165.25 centimeters—demonstrating that height is a continuous random variable.The behavior of such variables is described using a probability density function (PDF),...
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Updated: Jan 28, 2026

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Feasibility study of an EHR-integrated mobile shared decision making application.

Frank C Day1, Mohammad Pourhomayoun2, Deidre Keeves3

  • 1Department of Emergency Medicine, David Geffen School of Medicine at UCLA, 924 Westwood Blvd Ste 300, Los Angeles, CA, 90024, USA.

International Journal of Medical Informatics
|February 21, 2019
PubMed
Summary
This summary is machine-generated.

Integrating a patient decision aid app into electronic health records (EHR) is feasible for usability testing. This approach can enhance patient engagement and shared decision-making, despite challenges with EHR vendor APIs.

Keywords:
Clinical informaticsDecision makingElectronic health recordsmobile applications

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Area of Science:

  • Health Informatics
  • Digital Health
  • Medical Decision Making

Background:

  • Mobile applications (apps) integrating with electronic health records (EHR) offer potential value, particularly for bidirectional data exchange.
  • Patient decision aids can support informed choices regarding screenings like prostate-specific antigen (PSA) testing for prostate cancer.

Purpose of the Study:

  • To assess the feasibility and usability of integrating a patient decision aid app into standard EHR workflows.
  • To evaluate the impact of the integrated app on patient engagement and decision-making regarding PSA testing.

Main Methods:

  • Enabled real-time, secure bidirectional data exchange between a mobile app and EHR for 14 data elements.
  • Conducted a pilot test with 9 primary care patients (aged 60-65) using the integrated app.
  • Measured usability via Net Promoter Score (NPS) and assessed updates to risk factor information and decision preferences.

Main Results:

  • Seven of nine patients (78%) would recommend the app (NPS = 55.6%).
  • One patient updated their prostate cancer risk factor information in the EHR.
  • 44% of patients changed their PSA testing decision preference after using the app.

Conclusions:

  • Implementing decision aids directly into EHR workflows is feasible for limited usability testing.
  • Broad implementation may enhance patient engagement and shared decision-making.
  • Challenges remain regarding proprietary EHR vendor application programming interfaces (APIs).