Make a power point presentation ( min 12 slides) explaining what sepsis is, management and prevention during hospitalization. Focusing in the main protocols used in USA hospitals.

I attached 2 examples provided by the professor for better understanding.

THIS PAPER WILL BE CHECK FOR PLAGIARISM. MAKE SURE TO QUOTE ALL THE REFERENCES THAT WERE USED

Breast Cancer Statistics and Prediction Methodology: A Systematic Review and Analysis

HESC-500 Statistic Applied

Keywords
Breast cancer
Incidence and mortality
Prevalence
Data mining
Evolutionary algorithms

INTRODUCTION
Breast cancer is a menacing cancer, primarily affecting women. Continuous research is going on for detecting breast cancer in the early stage as the possibility of cure in early stages is bright.
Current stated that the breast cancer is most frequently found cancer in the women and it is adversary affecting millions of women all over the world.
But the positive trend is that the death rate is gradually declining after 1990 due to screening, early detection, awareness and continuous improvement in treatment. But the death rate of patients of breast cancer is still very high.

OBJECTIVE
The first objective of this paper is to make survey and analysis of breast cancer incidence and mortality of different countries to find out the survival and death rates.
The second objective is to bring to light the advantages and disadvantages of those algorithms and methods which can help in predicting breast cancer at the initial stage. This step will be helpful in the development of a new framework which will prove to be a milestone for cancer detection at early stage. As in case breast cancer is detected in early stage the chances of curing will be bright.

Methodology of the investigation
The following sources are used for data collection of incidence and mortality rates from different countries: National Cancer Intelligence Network (NCIN), UK: NCIN coordinate to develop analysis for improving clinical outcomes, cancer care and prevention. It is a part of Public Health England from April 2013.
Office for National Statistics (ONS), UK: ONS is a recognized statistical institute of the UK. It collects and publishes statistics related to population, society and economics.
Northern Ireland Cancer Registry (N. Ireland Cancer Registry): It was established in 1994, which is located in Centre for Public Health, Queen’s University Belfast. It register and maintain cancer incidence and mortality. This agency is funded by the Public Health Agency for Northern Ireland.

DATA ANALYSIS
The incidence and mortality rates Females was calculated based on new cancer cases found in the European age-standardized rates per 100,000 populations in the UK. The incidence rates were increased in the period of 1975-2010. I 0. That the rates of mortality were gone high in 1975-1985, but it is gone down from 1990-2014 because of several reasons like better screening, therapies and medical care. The female death rate(2010-2012) in the UK at the age of 50-69 is 34 %. It means the risk is increased at the higher age in comparison to the younger age.
Evolutionary Algorithms have been discussed and analysed. Evolutionary algorithms are used to find the nearer or optimal solution even in the case of complex problems.
The epidemiology results are not based on random assumptions; instead these are based on experiments, predictable patterns and observations,

RESULTS
The finding of this study proved that the overall mortality rates of the UK and US have been improved because of awareness, improved medical technology and screening, but in case of India and Egypt the condition is less positive because of lack of awareness.
The methodological findings of this study suggest a combined framework based on data mining and evolutionary algorithms.
A better understanding of the current health situation.

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Conclusions and Scientific Significance.
This study has been made on methodologies by which the breast cancer can be detected at early stages by using the breast cancer data set.
The characteristics of breast cancer symptoms are different, so the chances of good results by using single algorithm are less. But by the use of combined algorithms at different levels will produce good results.
So it is concluded that the framework based on data mining and evolutionary algorithms can be a milestone in case of breast cancer detection.

REFERENCES
https://www.ncbi.nlm.nih.gov/pubmed/26028079 Breast Cancer Statistics and Prediction Methodology: A Systematic Review and Analysis Ashutosh Kumar Dubey*, Umesh Gupta, Sonal Jain
Dheeba J, Selvi ST (2011). A CAD system for breast cancer diagnosis using modified genetic algorithm optimized artificial neural network. In Swarm, Evolutionary, and Memetic Computing.
Lee KE, Sha N, Dougherty ER, et al (2003). Gene selection: a Bayesian variable selection approach. Bioinformatics.

Management of Opioid Analgesic Overdose

HESC-500 Statistic Applied

Clinical Research

INTRODUCTION
Opioids are chemical substances that act on opioid receptors in the human brain to decrease pain intensity levels up to zero.
Some legal opioids are : Fentanyl, Opiate, Tramadol, and Oxycodone.
Some illegal opioids are : Heroin and opium.
They are commonly used for pain relieve.
Opioids could dangerous for human health if the amount introduced into the body reaches higher levels beyond what the body can metabolize.

Objectives
The public should be aware of the potential dangers of opioids use and The Public Health Departments should remain vigilant for reports of adverse health effects from opioids use so that they can manage overdoses more readily and monitor the effectiveness of prevention efforts.

RESEARCH DESIGN

Comparative Research between natural opioids (Heroin-opiate) and Synthetic Opioid Overdose(Fentanyl).
Type of study: Descriptive Study

Methods:
CDC’s Injury Center (Centers for Disease Control and Prevention) looks at deaths due to overdoses for two categories of opioids:
Synthetic opioids, specifically Fentanyl that can come in different dosage forms like Patches, IV, Sprays, and Lozenges. This type of Opioid is medically prescribed to relieve pain.
Natural Opioids, specifically Heroin, an illicit (illegally made) opioid synthesized from morphine that can be a white or brown powder, or a black sticky substance. This type of opioid (opiate) is used recreationally.

Methods:
Heroin Overdose Data
In 2018, nearly 15,000 people died from a heroin overdose in the United States, a rate of almost 5 deaths for every 100,000 Americans. However, also in 2018, heroin-involved overdose death rates showed a decline, decreasing 4.1% from 2017 to 2018.
Reductions occurred among males and females, persons aged 15–34 years, non-Hispanic whites.

METHODS.
Synthetic Opioid Overdose (Fentanyl)
In 2018, more than 31,000 deaths involving synthetic opioids (Fentanyl) occurred in the United States, which is more deaths than from any other type of opioid. Synthetic opioid-involved death rates increased by 10% from 2017 to 2018 and accounted for 67% of opioid-involved deaths in 2018 in the United States of America.
The highest synthetic opioid-involved death rate in 2018 occurred in West Virginia (34.0 per 100,000).

METHODS;
Opioid overdose symptoms:
Heroin (natural), or fentanyl(synthetic) can cause life-threatening symptoms such as respiratory depression, reduced heart rate, slurred speech, drowsiness, and constricted pupils. If untreated, this can progress to vomiting, absent pulse and breathing, loss of consciousness, and even death.

Method;
Naloxone is an Opioid antagonist and is the drug of choice that is used for rapid reversal of Synthetic and non-Synthetic Opioid overdose. Naloxone hydrochloride can be administered via intranasal, intravenous, intramuscular, or subcutaneous injection (including naloxone autoinjector).
An alternative to Naloxone is :
Buprenorphine (better known as the active ingredient in Suboxone) ,but the drug’s unique properties should also make us consider using it instead of naloxone to reverse opioid overdose.

Results
A nation-wide study found that more than 80% of Synthetic and natural opioids overdose reversals with naloxone in the U.S. were carried out successfully.
Decreases in heroin-involved overdose deaths were seen in 2018, but the number of heroin-involved overdose deaths was still more than 7 times higher in 2018 than in 1999 in the United States of America.
Rates for Synthetic Opioid Overdose increased from 2017 to 2018 among males and females, persons 25 years and older, non-Hispanic whites, non-Hispanic blacks, Hispanics, non-Hispanic Asian/Pacific Islanders

RESULTS
100% of patients showing signs of respiratory depression due to opioid overdose were administered NALOXONE.
Less than 10% of people worldwide in need of such treatment are receiving it.
Lifetime prevalence of witnessed overdose among opioid users is about 70%..

DATA ANALYSIS
Text Analysis was performed using the available data base on internet, literature, and other materials.
Diagnostic Analysis was performed based on experience.
Prescriptive analysis was performed to obtain a plan of action in case the case of an opioid overdose using the already lived-registered experience of previous patients that had suffer opioids overdosage.

CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE

This study indicates that the use of opioid may provide relieve to pain and improve life quality, but it can be mortal as well if not used with caution.
Having control of the amount of daily Opioid consumed is very important to avoid overdosage.
Opioids overdose can cause harmful side effects including death.
Population under the chronic use of Opioids should be awarded of the Naloxone use in case of overdose.

References
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