Preprocessing and Simulation of Out of Hospital Cardiac Arrest Outcomes Data

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Out-of-hospital cardiac arrest (OHCA) is a cessation of cardiac mechanical activity that occurs outside of the hospital setting and is confirmed by the absence of signs of circulation. OHCA affects nearly 1000 adult Americans every day, with overall survival rate of 10.4%. Based on previous work in this subject I try to calculate the joint probability distributions of the neurological outcomes of the OHCA outcomes in our records, based on the Event Demographics, Field Care, and Hospital Care.  Using Python, I was able to develop an algorithm to calculate various joint probability distributions for the event outcomes from the event demographics, field, and hospital care features.

TABLE OF CONTENTS

ABSTRACT 

PROJECT OBJECTIVE 

DATA SOURCE 

PROJECT CONCLUSIONS 

II. PROJECT DEFINITION 

III. PROCESS 

UTILIZATION OF TRAINED MODEL 

THE PREPROCESSING OF THE DATA FOR SIMULATION 

THE SIMULATION OF BLOCKS OF DATA 

SIMULATION VERIFICATION 

IV. CONCLUSIONS 

DELIVERABLES 

CONCLUSION 

FUTURE WORK 

V. APPENDIX 

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APA

Jain, G. (2021). Preprocessing and Simulation of Out of Hospital Cardiac Arrest Outcomes Data. Afribary. Retrieved from https://afribary.com/works/preprocessing-and-simulation-of-out-of-hospital-cardiac-arrest-outcomes-data

MLA 8th

Jain, Gitesh "Preprocessing and Simulation of Out of Hospital Cardiac Arrest Outcomes Data" Afribary. Afribary, 07 Dec. 2021, https://afribary.com/works/preprocessing-and-simulation-of-out-of-hospital-cardiac-arrest-outcomes-data. Accessed 24 May. 2022.

MLA7

Jain, Gitesh . "Preprocessing and Simulation of Out of Hospital Cardiac Arrest Outcomes Data". Afribary, Afribary, 07 Dec. 2021. Web. 24 May. 2022. < https://afribary.com/works/preprocessing-and-simulation-of-out-of-hospital-cardiac-arrest-outcomes-data >.

Chicago

Jain, Gitesh . "Preprocessing and Simulation of Out of Hospital Cardiac Arrest Outcomes Data" Afribary (2021). Accessed May 24, 2022. https://afribary.com/works/preprocessing-and-simulation-of-out-of-hospital-cardiac-arrest-outcomes-data