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Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine
ConclusionsThis study successfully developed a well-performing classification prediction model for dyslipidemia with MOPS, transforming the syndrome diagnosis problem in TCM into a prediction and classification problem in artificial intelligence. Patients with dyslipidemia of MOPS can be accurately recognized through limited information from patients. We also screened out significant diagnostic factors for composing diagnostic rules of dyslipidemia with MOPS. The study is an avant-garde attempt at introducing the deep-learning method into the research of TCM, which provides a useful reference for the extension of deep lear...
Source: Health Information Science and Systems - April 6, 2023 Category: Information Technology Source Type: research

Straight from the heart: Mysterious lipids may predict cardiac problems better than cholesterol
Stephanie Blendermann, 65, had good reason to worry about heart disease. Three of her sisters died in their 40s or early 50s from heart attacks, and her father needed surgery to bypass clogged arteries. She also suffered from an autoimmune disorder that results in chronic inflammation and boosts the odds of developing cardiovascular illnesses. “I have an interesting medical chart,” says Blendermann, a real estate agent in Prior Lake, Minnesota. Yet Blendermann’s routine lab results weren’t alarming. At checkups, her low-density lipoprotein (LDL), or “bad,” cholesterol hovered around the 100 milligrams-per-...
Source: Science of Aging Knowledge Environment - March 16, 2023 Category: Geriatrics Source Type: research

What to Know if Your Doctor Put You on Statins to Lower Cholesterol
High cholesterol is a prime example of having too much of a good thing. Our bodies naturally make this substance in the liver and then transport it throughout the body for multiple functions, including hormone regulation, cell tissue regeneration, and vitamin absorption. When the system is working well, cholesterol can boost overall health. But when a certain type called low-density lipoprotein—LDL, sometimes dubbed the “bad” kind—is overproduced, not only does it block the “good” kind called high-density lipoprotein (HDL), but it can also begin to accumulate in the arteries and form thi...
Source: TIME: Health - January 25, 2023 Category: Consumer Health News Authors: Elizabeth Millard Tags: Uncategorized healthscienceclimate heart health Source Type: news

How People With Diabetes Can Lower Stroke Risk
After spending nearly two decades trying to manage her Type 2 diabetes, Agnes Czuchlewski landed in the emergency room in 2015, with news that she’d just experienced a heart attack. She also learned that she had metabolic syndrome, a cluster of conditions that includes diabetes but also brings higher risk of heart disease and stroke. “Because I needed to lose quite a bit of weight when I was first diagnosed, I was focused on the number I saw on the scale, and then on my blood-sugar numbers,” recalls Czuchlewski, 68, who lives in New York City. “I didn’t realize other numbers came into play, li...
Source: TIME: Health - November 10, 2022 Category: Consumer Health News Authors: Elizabeth Millard Tags: Uncategorized Disease healthscienceclimate Source Type: news

How Menopause Affects Cholesterol —And How to Manage It
Kelly Officer, 49, eats a vegan diet and shuns most processed foods. So, after a recent routine blood test revealed that she had high cholesterol, “I was shocked and upset,” she says, “since it never has been [high] in the past.” Officer is not alone. As women enter menopause, cholestrol levels jump—by an average of 10-15%, or about 10 to 20 milligrams per deciliter. (A healthy adult cholesterol range is 125-200 milligrams per deciliter, according to the National Library of Medicine.) This change often goes unnoticed amidst physical symptoms and the general busyness of those years. But, says D...
Source: TIME: Health - September 21, 2022 Category: Consumer Health News Authors: Katherine Harmon Courage Tags: Uncategorized freelance healthscienceclimate heart health Source Type: news

Q & A: Dr. Thomas Rando on preventing age-related diseases and turning discoveries into cures
For Dr. Thomas Rando, the path to becoming a physician-scientist began with something that hedidn ’t learn in high school biology.After one class that touched on the connections between neurons and muscle fibers, Rando took it upon to himself to find all the information he could about how cells communicate through electrical signals.Soon, he began pursuing that interest at Harvard University, where he completed his undergraduate work, a doctorate in cell and developmental biology and his medical degree.Rando joined the neurology faculty at the Stanford University School of Medicine in 1995.There, he founded a clinic to t...
Source: UCLA Newsroom: Health Sciences - December 10, 2021 Category: Universities & Medical Training Source Type: news

Medical Management for Secondary Stroke Prevention
This article reviews the evidence base and recommendations for medical management for secondary stroke prevention. RECENT FINDINGS Recent developments for secondary stroke prevention include evidence to support the use of short-term dual antiplatelet therapy after minor stroke and transient ischemic attack, direct oral anticoagulants for nonvalvular atrial fibrillation, reversal agents for direct oral anticoagulant–associated hemorrhage, and aspirin rather than presumptive anticoagulation with a direct oral anticoagulant for embolic stroke of undetermined source. SUMMARY Most strokes are preventable. The mainstays ...
Source: CONTINUUM: Lifelong Learning in Neurology - April 1, 2020 Category: Neurology Tags: REVIEW ARTICLES Source Type: research

Preventable Cases of Oral Anticoagulant-Induced Bleeding: Data From the Spontaneous Reporting System
Conclusion: Our findings describe the most reported risk factors for preventability of oral anticoagulant-induced bleedings. These factors may be useful for targeting interventions to improve pharmacovigilance activities in our regional territory and to reduce the burden of medication errors and inappropriate prescription. Introduction Oral anticoagulant therapy is widely used for the prevention of stroke and systemic embolism in patients with atrial fibrillation, or for the prevention and treatment of deep vein thrombosis and pulmonary embolism (Raj et al., 1994; Monaco et al., 2017). Oral anticoagulants can be di...
Source: Frontiers in Pharmacology - April 29, 2019 Category: Drugs & Pharmacology Source Type: research

Stroke Epidemiology and Risk Factor Management
This article reviews the current recommendations for the management of each of these modifiable risk factors. Recent Findings: It has been documented that some blood pressure medications may increase variability of blood pressure and ultimately increase the risk for stroke. Stroke prevention typically includes antiplatelet therapy (unless an indication for anticoagulation exists), so the most recent evidence supporting use of these drugs is reviewed. In addition, emerging risk factors, such as obstructive sleep apnea, electronic cigarettes, and elevated lipoprotein (a), are discussed. Summary: Overall, secondary stroke p...
Source: CONTINUUM: Lifelong Learning in Neurology - February 1, 2017 Category: Neurology Tags: Review Articles Source Type: research

The Jekyll and Hyde of Statins
By Drs. David Niesel and Norbert Herzog, Medical Discovery News Cholesterol-lowering drugs called statins are the most prescribed drug ever. About 30 percent of Americans are currently taking statins such as Crestor, Lipitor, Mevacor and Zocor. Overall, statins can be good thing, but as with all drugs, there are some negative effects. Statins lower cholesterol by inhibiting a protein called HMG-CoA reductase. Since high cholesterol levels are linked to heart disease, statins can reduce the risks of heart attack and stroke, two of the leading causes of death in the United States. Recent reports from the American Heart Assoc...
Source: Science - The Huffington Post - February 3, 2016 Category: Science Source Type: news

Is Your Prescription a Hall Pass or Lottery Ticket?
As much as I love learning, I did not always love school. We moved a lot, and I was too shy to do well as the new kid. At a new high school during my freshmen year, I discovered the joys of the hall pass. Being handed one gave me a feeling of freedom. With it, I was safe to evade the pressures of the classroom and wander the halls aimlessly. If a teacher stopped me to see if I should be in class, all I had to do was show my hall pass, and I'd be on my way. I think of a hall pass as something that is assured to protect you. Let's say a hall pass works at least 8 out of 10 times. There are hall passes, and then, there are l...
Source: Healthy Living - The Huffington Post - September 17, 2015 Category: Consumer Health News Source Type: news