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Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model
AbstractThe World Health Organization(WHO) estimated that in 2016, 1.6 million deaths caused were due to diabetes. Precise and on-time diagnosis of type-II diabetes is crucial to reduce the risk of various diseases such as heart disease, stroke, kidney disease, diabetic retinopathy, diabetic neuropathy, and macrovascular problems. The non-invasive methods like machine learning are reliable and efficient in classifying the people subjected to type-II diabetics risk and healthy people into two different categories. This present study aims to develop a stacking-based integrated kernel extreme learning machine (KELM) model for...
Source: Medical and Biological Engineering and Computing - March 18, 2021 Category: Biomedical Engineering Source Type: research

Overlooked Virus Killer
Sales of vitamin C supplements have tripled in the last few weeks… And the most powerful kind of vitamin C is sold out on Amazon. (More on that in a minute.) I’m glad to see people turning to vitamin C. But the the chewable form you usually find at the drugstore won’t give you the boost you’re looking for. You see, absorption — or bioavailability — is an issue, and your body can only absorb about 500 mg of this conventional form of vitamin C before you hit saturation. And that’s nowhere near enough. In a moment I’ll show you a better form of vitamin C… and how you can take ...
Source: Al Sears, MD Natural Remedies - May 6, 2020 Category: Complementary Medicine Authors: Dr.A.Sears Tags: Health Nutrition Source Type: news

‘Salty’ Concern: Tackling High Salt Consumption in China
Veena S. Kulkarni, Associate Professor, Department of Criminology, Sociology and Geography, Arkansas State University, USA; and Raghav Gaiha, (Hon.) Professorial Research Fellow, Global Development Institute, University of Manchester, England.By Veena S. Kulkarni and Raghav GaihaNEW DELHI, India and JONESBORO, US, Oct 7 2019 (IPS) China’s almost meteoric transition from a being a low income to a middle income country within a span of four decades is often perceived as a miracle analogous to the post Second World War Japanese economic development experience. China’s GDP rose from $200 current United States dollars (US$ ...
Source: IPS Inter Press Service - Health - October 7, 2019 Category: International Medicine & Public Health Authors: Veena Kulkarni and Raghav Gaiha Tags: Asia-Pacific Development & Aid Economy & Trade Food & Agriculture Food Sustainability Globalisation Headlines Health Labour TerraViva United Nations Barilla Center for Food and Nutrition Foundation (BCFN) Source Type: news

Plasma Metal Concentrations and Incident Coronary Heart Disease in Chinese Adults: The Dongfeng-Tongji Cohort
Conclusions: Our study suggested that incident CHD was positively associated with plasma levels of titanium and arsenic, and inversely associated with selenium. Additional research is needed to confirm these findings in other populations. https://doi.org/10.1289/EHP1521 Received: 22 December 2016 Revised: 17 September 2017 Accepted: 19 September 2017 Published: 19 October 2017 Address correspondence to T. Wu, or A. Pan, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, 13 Hongkong Rd., Wuhan 430030, Hubei, China. Telephone: +86-27-83692347. Email: wut@mails.tjmu.edu.cn or p...
Source: EHP Research - October 20, 2017 Category: Environmental Health Authors: Daniil Lyalko Tags: Research Source Type: research

Endocrine Disruptors and Health Effects in Africa: A Call for Action
Conclusion: To address the many challenges posed by EDCs, we argue that Africans should take the lead in prioritization and evaluation of environmental hazards, including EDCs. We recommend the institution of education and training programs for chemical users, adoption of the precautionary principle, establishment of biomonitoring programs, and funding of community-based epidemiology and wildlife research programs led and funded by African institutes and private companies. https://doi.org/10.1289/EHP1774 Received: 16 February 2017 Revised: 22 May 2017 Accepted: 24 May 2017 Published: 22 August 2017 Address correspond...
Source: EHP Research - August 23, 2017 Category: Environmental Health Authors: Daniil Lyalko Tags: Commentary Source Type: research