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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

Nature’s Most Powerful Age Fighter?
When I lecture at anti-aging conferences around the world, I get a good sense of what the leading anti-aging physicians are thinking about. And I’m surprised by how many are still holding out hope for an anti-aging “drug.” But I’m not holding my breath. And even if the FDA approved a drug for aging, it would likely include a laundry list of side effects, and only affect a small range of age-related decline. I’ve always had more faith in nature. Many of the most powerful age fighters are naturally occurring, and they do a better job of supporting and lengthening your telomeres than any drug. Te...
Source: Al Sears, MD Natural Remedies - July 6, 2015 Category: Complementary Medicine Authors: Dr. Al Sears Tags: Anti-Aging Nutrition omega 3 telomere vitamin C Source Type: news