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It's a machine learning project that'll distinguish between Heart-Attacks, Heart-Failures and Cardiac Arrests to help get treatment to these conditions quicker

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Aniket-Mishra/Heart_Failure_Severity

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Detection of Heart Attack, Heart Failure and Cardiac Arrest

People often use the terms heart attack, heart failure and cardiac arrest interchangeably. While these heart complications are linked, they are three distinct conditions. Read on to learn about the difference between heart attack, heart failure and cardiac arrest.

Heart Attack

A heart attack occurs when blood flow to the heart is blocked. Blood clots, atherosclerosis, and fat and cholesterol deposits can all cause blocked arteries that lead to a heart attack. During a heart attack, the heart continues to beat, but oxygen-rich blood can’t reach the organ. The longer someone goes without treatment, the more damage there will be to the heart.

Symptoms of a heart attack

Heart attack symptoms can vary between men and women. Most warning signs include chest pain, shortness of breath, cold sweats, nausea and vomiting. These signs often develop slowly over the course of hours, days or weeks.

Heart Failure

Heart failure happens when the heart cannot pump enough blood throughout the body. Coronary artery disease, high blood pressure and diabetes can all cause heart failure. Those who are 65 or older, overweight or have previously had a heart attack are at a higher risk. Men are also more likely to suffer heart failure than women.

Symptoms of heart failure

When the heart’s pumping ability weakens, blood and fluid may back up into the lungs; swelling of the feet, ankles and legs can occur; and those affected will experience tiredness and shortness of breath. To treat heart failure, a doctor must first determine the underlying cause.

Cardiac Arrest

Abnormal heartbeats, called arrhythmias, can cause the heart to beat too quickly, too slowly or to stop beating altogether. When complications from arrhythmia cause the heart to stop beating entirely, it’s called cardiac arrest. Underlying causes associated with cardiac arrest, include coronary heart disease, physical stress and hereditary disorders. Cardiac arrest can also occur with no known cause. Without treatment, someone who experiences cardiac arrest will die within minutes.

Symptoms of cardiac arrest

Moments after cardiac arrest, the affected person will become unresponsive and be unable to breathe. Cardiac arrest can be reversible if treated quickly

Difference Between Heart Attack, Heart Failure & Cardiac Arrest

Heart attack, heart failure and cardiac arrest are serious, but separate, conditions that should be treated as an emergency. A heart attack is when blood can’t reach the heart; heart failure is when the heart fails to circulate blood properly; cardiac arrest is when the heart suddenly stops beating.

Objectives

This Machine Learning project aims to detect which of these conditions the patient is suffering for to help improve the time taken to deliver proper medical care to the patient.

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It's a machine learning project that'll distinguish between Heart-Attacks, Heart-Failures and Cardiac Arrests to help get treatment to these conditions quicker

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