Akshay Singh

1609307774

How Does Cardiovascular Disease Increase The Risk Of Severe Illness and Death?

In view of reports from China, we realize that most COVID-19 patients (about 80%) will create mellow flulike manifestations, including fever, dry hack, and body hurts that can be overseen at home. 20% will grow more genuine side effects, for example, pneumonia requiring hospitalization, with about a fourth of these requiring ICU-level consideration.

Introductory reports zeroed in on the respiratory impacts of COVID-19, for example, pneumonia and trouble relaxing. Be that as it may, later writing has depicted genuine cardiovascular intricacies happening in about 10% to 20% of hospitalized patients.
This is image title
Somebody with a previous coronary illness which turns out to be sick with COVID-19 may endure a cardiovascular failure or create a congestive cardiovascular breakdown. This quick deteriorating of cardiovascular wellbeing is likely because of a mix of the serious viral disease and its expanded requests on the heart (fever causes fast pulse, for instance), compounded by low oxygen levels because of pneumonia and expanded penchant for blood clump development. Notwithstanding the expansion in these heart issues, a more bizarre condition called myocarditis has additionally been seen in COVID-19 patients.

Coronavirus triggers aggravation of the heart muscle.

Some COVID-19 patients who give off an impression of being having a coronary episode are rather experiencing stamped irritation of the heart muscle, called myocarditis. The electrocardiograms in these patients show changes reminiscent of a significant respiratory failure, and blood tests uncover raised degrees of troponin, a cardiovascular chemical that is delivered when the heart muscle is harmed. The heart muscle gets feeble, and perilous heart rhythms may create. Extreme injury to the heart muscle, as estimated by troponin levels, has been emphatically connected with an expanded danger of death in individuals with COVID-19, as per a survey distributed by Cardiologist of Ujala Cygnus.

It isn’t evident whether myocarditis is because of an immediate impact of the infection on the heart muscle, or whether it is because of an overactive invulnerable reaction to the infection, so specialists don’t yet have the foggiest idea how best to treat these patients.

The expanded danger of serious disease and passing in heart patients with COVID-19

About 10% of patients with prior cardiovascular illness (CVD) who contract COVID-19 will pass on, contrasted and just 1% of patients who are generally sound. Expanded danger has likewise been found in individuals with (hypertension) and coronary course infection (CAD), however, it isn’t clear why. A few specialists have proposed that the missing connection might be the utilization of certain pulse prescriptions called angiotensin changing over catalyst (ACE) inhibitors and angiotensin receptor blockers (ARBs).

Expert inhibitors and ARBs — damage or help?

Pro inhibitors and ARBs are among the most regularly endorsed prescriptions for the treatment of hypertension. These meds have been proposed as a potential factor in the expanded occurrence of COVID-19 in individuals with hypertension. That is a result of the perception that the Covid joins to the ACE2 receptor, which is found in lung and heart tissue. Individuals who take ACE inhibitors and ARBs produce expanded quantities of these receptors, bringing up the issue of expanded vulnerability to disease.

Nonetheless, ACE2 has been found to ensure viral lung injury in mice. Also, an investigation is progressing to test whether losartan, an ARB, may ensure patients contaminated with COVID-19.

Starting today, there is lacking proof of one or the other damage or advantage. The American College of Cardiology, American Heart Association, and Heart Failure Society of America accordingly suggests that we neither stop the utilization of ACE inhibitors and ARBs in patients previously taking them nor endorse them once more.

Do everything you can to forestall disease.

There are no extraordinary conventions for higher-hazard cardiovascular patients to forestall COVID-19 presentation, yet these people should be particularly mindful so as to follow the CDC suggestions, including incessant handwashing and physical separating.

It is additionally essential to keep awake to date on this season’s virus and pneumonia antibodies, on the grounds that any ailment can debilitate the body’s capacity to fend off COVID-19. Heart patients ought to dodge close contact with kids 18 and under, on the grounds that despite the fact that kids seldom create genuine sickness from COVID-19, they might be asymptomatic transporters who can send infection to weak relatives.

Notwithstanding these suggestions, it remains essentially critical to work out (outside whenever the situation allows, staying away from others), gets enough rest, oversees pressure, and eat a fair eating routine. These solid propensities won’t just reinforce the insusceptible framework to help avert COVID-19, however, will help forestall CVD movement in the more drawn out term. All things considered, when the pandemic has died down, we will, in any case, have the coronary illness to battle with.

#cardiology #cardiologist #cardiologyspecialist

What is GEEK

Buddha Community

How Does Cardiovascular Disease Increase The Risk Of Severe Illness and Death?

Olivia Green

1613405538

We don’t usually feel a healthy heart. It often beats only in moments of strong emotions — from fear or joy, love or hate. It echoes loudly and evenly in the ears under heavy loads — running, climbing a steep mountain, at the time of a parachute jump. But do not forget about the prevention of such doctors as Andrea Natale cardiologist in austin

Olivia Green

1615387184

The sharpening of heart disease is primarily associated with an unhealthy lifestyle: unhealthy diet, smoking, excessive alcohol consumption, overweight, learn more about Dr. Natale Austin. In addition, it is no secret that for almost a year our country and its inhabitants have been living in a state of chronic stress.

Akshay Singh

1609307774

How Does Cardiovascular Disease Increase The Risk Of Severe Illness and Death?

In view of reports from China, we realize that most COVID-19 patients (about 80%) will create mellow flulike manifestations, including fever, dry hack, and body hurts that can be overseen at home. 20% will grow more genuine side effects, for example, pneumonia requiring hospitalization, with about a fourth of these requiring ICU-level consideration.

Introductory reports zeroed in on the respiratory impacts of COVID-19, for example, pneumonia and trouble relaxing. Be that as it may, later writing has depicted genuine cardiovascular intricacies happening in about 10% to 20% of hospitalized patients.
This is image title
Somebody with a previous coronary illness which turns out to be sick with COVID-19 may endure a cardiovascular failure or create a congestive cardiovascular breakdown. This quick deteriorating of cardiovascular wellbeing is likely because of a mix of the serious viral disease and its expanded requests on the heart (fever causes fast pulse, for instance), compounded by low oxygen levels because of pneumonia and expanded penchant for blood clump development. Notwithstanding the expansion in these heart issues, a more bizarre condition called myocarditis has additionally been seen in COVID-19 patients.

Coronavirus triggers aggravation of the heart muscle.

Some COVID-19 patients who give off an impression of being having a coronary episode are rather experiencing stamped irritation of the heart muscle, called myocarditis. The electrocardiograms in these patients show changes reminiscent of a significant respiratory failure, and blood tests uncover raised degrees of troponin, a cardiovascular chemical that is delivered when the heart muscle is harmed. The heart muscle gets feeble, and perilous heart rhythms may create. Extreme injury to the heart muscle, as estimated by troponin levels, has been emphatically connected with an expanded danger of death in individuals with COVID-19, as per a survey distributed by Cardiologist of Ujala Cygnus.

It isn’t evident whether myocarditis is because of an immediate impact of the infection on the heart muscle, or whether it is because of an overactive invulnerable reaction to the infection, so specialists don’t yet have the foggiest idea how best to treat these patients.

The expanded danger of serious disease and passing in heart patients with COVID-19

About 10% of patients with prior cardiovascular illness (CVD) who contract COVID-19 will pass on, contrasted and just 1% of patients who are generally sound. Expanded danger has likewise been found in individuals with (hypertension) and coronary course infection (CAD), however, it isn’t clear why. A few specialists have proposed that the missing connection might be the utilization of certain pulse prescriptions called angiotensin changing over catalyst (ACE) inhibitors and angiotensin receptor blockers (ARBs).

Expert inhibitors and ARBs — damage or help?

Pro inhibitors and ARBs are among the most regularly endorsed prescriptions for the treatment of hypertension. These meds have been proposed as a potential factor in the expanded occurrence of COVID-19 in individuals with hypertension. That is a result of the perception that the Covid joins to the ACE2 receptor, which is found in lung and heart tissue. Individuals who take ACE inhibitors and ARBs produce expanded quantities of these receptors, bringing up the issue of expanded vulnerability to disease.

Nonetheless, ACE2 has been found to ensure viral lung injury in mice. Also, an investigation is progressing to test whether losartan, an ARB, may ensure patients contaminated with COVID-19.

Starting today, there is lacking proof of one or the other damage or advantage. The American College of Cardiology, American Heart Association, and Heart Failure Society of America accordingly suggests that we neither stop the utilization of ACE inhibitors and ARBs in patients previously taking them nor endorse them once more.

Do everything you can to forestall disease.

There are no extraordinary conventions for higher-hazard cardiovascular patients to forestall COVID-19 presentation, yet these people should be particularly mindful so as to follow the CDC suggestions, including incessant handwashing and physical separating.

It is additionally essential to keep awake to date on this season’s virus and pneumonia antibodies, on the grounds that any ailment can debilitate the body’s capacity to fend off COVID-19. Heart patients ought to dodge close contact with kids 18 and under, on the grounds that despite the fact that kids seldom create genuine sickness from COVID-19, they might be asymptomatic transporters who can send infection to weak relatives.

Notwithstanding these suggestions, it remains essentially critical to work out (outside whenever the situation allows, staying away from others), gets enough rest, oversees pressure, and eat a fair eating routine. These solid propensities won’t just reinforce the insusceptible framework to help avert COVID-19, however, will help forestall CVD movement in the more drawn out term. All things considered, when the pandemic has died down, we will, in any case, have the coronary illness to battle with.

#cardiology #cardiologist #cardiologyspecialist

Mike doctor

Mike doctor

1624392000

6 Daily Habits that INCREASE Your Income (Guaranteed)

In this video, I’m revealing 6 daily habits that are GUARANTEED to boost your income
I used to think that making more money was only about what job you had. FALSE. What job you have is influenced by so many things you do on a day to day basis. When we control these factors, we make it so we find better jobs, see new opportunities to make money, and think like the rich.

Money is not the answer to happiness, but it makes life easier. You might work fewer years if you make more. You might get to spend more time with family or doing things you are passionate about. Whatever it is, I think the general consensus is that making more money is better.

I’ll show you the 6 things, tips, and tricks I do to boost my income. And you’ll see why you can do them too.

  1. Having a WIG (Wildly important goal) - this will heavily impact your vision and accountability in reaching your goals.

  2. Building high income skills - this probably correlates most directly with the amount of money you make, and is something you should prioritize doing at a young age.

  3. Following the social media accounts of people you want to be like - sounds cheese but this has influenced my life so much. I learn from successful people and it’s like them being a mentor from afar.

  4. Wake up early - cannot stress how important this was. The productivity, renewed motivation, and ability to do uncomfortable things has paid off.

  5. Time blocking - I’ll show you how to use your calendar and create blocks of time. This should make you TWICE as productive.

  6. Self improvement - people that make more money spend more time on self improvement. This is crucial to anyone that wants to raise the limit or “cap” of what they are capable of.

📺 The video in this post was made by Charlie Chang
The origin of the article: https://www.youtube.com/watch?v=yIFGJ0YqxYw
🔺 DISCLAIMER: The article is for information sharing. The content of this video is solely the opinions of the speaker who is not a licensed financial advisor or registered investment advisor. Not investment advice or legal advice.
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Thanks for visiting and watching! Please don’t forget to leave a like, comment and share!

#bitcoin #blockchain #increase #habits #6 daily habits that increase your income (guaranteed) #increase your income

Tyshawn  Braun

Tyshawn Braun

1603047600

Predicting Cardiovascular Disease Using K Nearest Neighbors Algorithm

According to Wikipedia Cardiovascular is the leading cause of death globally [1]. It is a combination of different heart and blood vessels such as heart diseases, heart attacks, stroke, heart failures, arrhythmia, heart valve problems, etc. High blood pressure, high cholesterol, diabetes, physical inactivity are some major causes for increasing the risk of getting this disease. By minimizing behavioral risk factors such as smoking, unhealthy diet, using alcohol, and physical inactivity this disease can be prevented.

If people can be aware in advance about this disease before it turns into a more risk level, we can minimize the number of deaths and high-risk level patients at a considerable amount. With the aid of development in Machine Learning and high computational power have driven exponential advancement in Artificial intelligence in the field of medicine, where people can use these technologies and come up with a model and do the predictions to identify the likelihood of people getting this disease in earliest stages.

In this article, a machine learning model has proposed and implemented to identify the likelihood of a person is having this disease or not by concentrating on factors like factual information, results of medical examinations, and patient information gathered from an online dataset [2]. K Nearest Neighbors algorithm which is a well-known and well-performing classification algorithm was used to implement this model.

Algorithm Selection

K Nearest Neighbors is a simple algorithm but works incredibly in practice that stores all the available cases and classifies the new data or case based on a similarity measure. It suggests that if the new point added to the sample is similar to the neighbor points, that point will belong to the particular class of the neighbor points. In general, KNN algorithm uses in search applications where people looking for similar items. K in the KNN algorithm denotes the number of nearest neighbors of the new point which needed to be predicted.

KNN algorithm is also known as a lazy learner because there is less learning phase of the model due to it’s pretty fast learning ability. Instead, it memorizes the training dataset and all the work happens at the time the prediction is requested.

How does the algorithm work?

When we add a new point to a dataset using the KNN algorithm we can predict which class the new point is belonging to. In order to start the prediction, the very first thing we need to do is selecting the value of K. According to fig 1, points with green color belong to class X, points with blue color belong to class Y and yellow color pints belong to class Z. When K=8, we need to select 8 neighbor points that have the least distance to the new point which is representing by the triangle. As demonstrated in fig 1 when K=8 new point is close to one yellow point, three green points, and four blue points. Since we have a majority of blue points, in this case, we can say that for K=8 the new point belongs to class Y.

Moving on ahead if K=16, we have to look for 16 different points which are closest to the new points. After calculating the distance, it is found that when K=16 new point is closer to three yellow points, five blue points, and eight green points. Therefore, we can say that when K=16 the new point belongs to class X.

In order to find the best K value, we can use a cross-validation technique to test several values of K. I will show you how to use the cross-validation technique to find the best K value in this article. In order to find the least distance between neighbor points, we can use either Euclidean distance or Manhattan distance. In the Euclidean distance, it will take the straight line distance between two points in a Euclidean space while the Manhattan distance will calculate the distance between real vectors using the sum of their absolute difference.

#elbow-method #cardiovascular-disease #k-nearest-neighbours #data-science

Temesgen Kifle

Temesgen Kifle

1607331240

Credit Risk Modelling in Python

Credit risk modelling in python can help banks and other financial institutions reduce risk and prevent society from experiencing financial crises as in the case of 2008.The objective of this article is to build a model to predict probability of person defaulting a loan. The following steps will be followed in building the model.

1. Data preparation and Pre-processing

2. Feature Engineering and Selection

3. Model Development and Model Evaluation

#python #risk #credit-risk

Ray  Patel

Ray Patel

1623896811

Get an SNS alert for High Severity GuardDuty findings with python

Get an SNS alert for High Severity GuardDuty findings

Problem: Getting notified when there is Red finding in AWS GuardDuty.

Functionality: Solution is to trigger the CloudWatch event and send SNS to user when there is any findings with severity of greater than 7 in Guardduty.

How to Run the Script : Create a Lambda function called “GuardDutyAlert” the run-time version Python 3.6 or above by using the attach code. Creation of the Lambda function will in turn create CloudWatch Logs groups for its logging. Lamda can be call every 5 mins or as per your business requirement.

#tool #python #sns alert #high severity guardduty findings #get an sns alert for high severity guardduty findings with python #get an sns alert for high severity guardduty findings