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A Novel Deep Neural Network Model for Multi-Label Chronic Disease Prediction
Conclusions concludes this work along with future work.
Dataset and Data Preprocessing
In the work, we mainly focus on multiple chronic disease classification. It can be formulated into a multi-label classification problem. There are three common chronic diseases are selected from the physical examination records: hypertension (H), diabetes (D), and fatty liver (FL).
In the experiments, the physical examination datasets are collected from a local medical center, which contain 110,300 physical examination records from about 80,000 anonymous patients (Li et al., 2017a,b). Sixty-two feature items are selected from over 100...
Source: Frontiers in Genetics - April 23, 2019 Category: Genetics & Stem Cells Source Type: research
Visceral Fat Triggers Heart Disease
I tell my patients to avoid drinking soda not just because they make you fat.
Each sip of soda affects your health.
Soda puts you at risk for health problems like metabolic syndrome. This is a collection of symptoms that can lead to diabetes, heart disease and other chronic diseases, like cancer.
Soft drinks are the beverage of choice for millions of Americans.
The latest research now reveals that sodas are a major cause of visceral fat — the deadliest kind of fat you can have, inflaming your tissues, rotting your blood vessels and upsetting your body chemistry.
In a minute I’m going to tell you about a great healthy ...
Source: Al Sears, MD Natural Remedies - February 29, 2016 Category: Complementary Medicine Authors: Al Sears Tags: Heart Health heart disease metabolic syndrome Visceral Fat Source Type: news
The Best Protein You Can Eat, According To Nutritionists
Protein is the key to keeping cravings at bay, building lean muscle and dropping those last few pounds. But according to a new review published in Applied Physiology, Nutrition and Metabolism, it’s not just how much protein you eat that’s important: It's where you get your protein that also matters.
The reason is threefold. First of all, every source of protein -- from chicken to peanuts -- contains a different array of amino acids, the building blocks of protein. Of the 20 various amino acids, nine are “essential,” meaning you can only get them from food. So it’s especiall...
Source: Healthy Living - The Huffington Post - August 16, 2015 Category: Consumer Health News Source Type: news
