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Hybrid statistical and mechanistic mathematical model guides mobile health intervention for chronic pain

Description:

Nearly a quarter of visits to the Emergency Department are for conditions that could have been managed via outpatient treatment; improvements that allow patients to quickly recognize and receive appropriate treatment are crucial. The growing popularity of mobile technology creates new opportunities for real-time adaptive medical intervention, and the simultaneous...

Keyword:

prediction, chronic pain, opioid, dynamical system, mobile health, clinical trial, optimization, sickle cell disease, and statistical model

Creator:

Clifton, Sara M.

Contributor:

Abrams, Daniel M.

Owner:

Sara Melinda Clifton

Date Uploaded:

06/06/2017

Date Modified:

06/06/2017

Resource Type:

Dataset

Alternate Identifier:

https://doi.org/10.21985/N24S3T and doi:10.21985/N24S3T
Minimal Mathematical Models of Human and Animal Dynamical Systems

Description:

Minimal mathematical models are used to understand complex phenomena in the physical, biological, and social sciences. This modeling philosophy never claims, nor even attempts, to fully capture the mechanisms underlying the phenomena, and instead offers insights and predictions not otherwise possible. Here, we build and explore minimal dynamical systems models...

Keyword:

evolution, restaurant tipping, chronic pain, dynamical system, mobile health, and mathematical model

Subject:

Engineering Sciences and Applied Mathematics

Creator:

Sara M. Clifton

Owner:

Scholarly Digital Publishing

Date Uploaded:

10/09/2018

Date Modified:

10/09/2018

Date Created:

2017-01-01

Resource Type:

Dissertation

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Hybrid statistical and mechanistic mathematical model guides mobile health intervention for chronic pain

Minimal Mathematical Models of Human and Animal Dynamical Systems

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