Computers And Quantitative Approaches To Diabetes
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Computers And Quantitative Approaches To Diabetes
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Author : Jurgen Schrezenmeir
language : en
Publisher:
Release Date : 1990
Computers And Quantitative Approaches To Diabetes written by Jurgen Schrezenmeir and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with categories.
Computers And Quantitative Approaches To Diabetes
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Author : J. Schrezenmeir
language : en
Publisher:
Release Date : 1990
Computers And Quantitative Approaches To Diabetes written by J. Schrezenmeir and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Computer systems categories.
Computers Quantitative Approaches To Diabetes
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Author : International Diabetes Federation
language : en
Publisher:
Release Date : 1988
Computers Quantitative Approaches To Diabetes written by International Diabetes Federation and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with categories.
Soft Computing Techniques For Type 2 Diabetes Data Classification
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Author : Ramalingaswamy Cheruku
language : en
Publisher: CRC Press
Release Date : 2020-07-26
Soft Computing Techniques For Type 2 Diabetes Data Classification written by Ramalingaswamy Cheruku and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-26 with Computers categories.
Diabetes Mellitus (DM, commonly referred to as diabetes, is a metabolic disorder in which there are high blood sugar levels over a prolonged period. Lack of sufficient insulin causes presence of excess sugar levels in the blood. As a result the glucose levels in diabetic patients are more than normal ones. It has symptoms like frequent urination, increased hunger, increase thirst and high blood sugar. There are mainly three types of diabetes namely type-1, type-2 and gestational diabetes. Type-1 DM occurs due to immune system mistakenly attacks and destroys the beta-cells and Type-2 DM occurs due to insulin resistance. Gestational DM occurs in women during pregnancy due to insulin blocking by pregnancy harmones. Among these three types of DM, type-2 DM is more prevalence, and impacting so many millions of people across the world. Classification and predictive systems are actually reliable in the health care sector to explore hidden patterns in the patients data. These systems aid, medical professionals to enhance their diagnosis, prognosis along with remedy organizing techniques. The less percentage of improvement in classifier predictive accuracy is very important for medical diagnosis purposes where mistakes can cause a lot of damage to patient’s life. Hence, we need a more accurate classification system for prediction of type-2 DM. Although, most of the above classification algorithms are efficient, they failed to provide good accuracy with low computational cost. In this book, we proposed various classification algorithms using soft computing techniques like Neural Networks (NNs), Fuzzy Systems (FS) and Swarm Intelligence (SI). The experimental results demonstrate that these algorithms are able to produce high classification accuracy at less computational cost. The contributions presented in this book shall attempt to address the following objectives using soft computing approaches for identification of diabetes mellitus. Introuducing an optimized RBFN model called Opt-RBFN. Designing a cost effective rule miner called SM-RuleMiner for type-2 diabetes diagnosis. Generating more interpretable fuzzy rules for accurate diagnosis of type2 diabetes using RST-BatMiner. Developing accurate cascade ensemble frameworks called Diabetes-Network for type-2 diabetes diagnosis. Proposing a Multi-level ensemble framework called Dia-Net for improving the classification accuracy of type-2 diabetes diagnosis. Designing an Intelligent Diabetes Risk score Model called Intelli-DRM estimate the severity of Diabetes mellitus. This book serves as a reference book for scientific investigators who need to analyze disease data and/or numerical data, as well as researchers developing methodology in soft computing field. It may also be used as a textbook for a graduate and post graduate level course in machine learning or soft computing.
International Textbook Of Diabetes Mellitus
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Author : R. A. De Fronzo
language : en
Publisher: John Wiley & Sons
Release Date : 2004-06-25
International Textbook Of Diabetes Mellitus written by R. A. De Fronzo and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-25 with Medical categories.
This new edition is the most comprehensive reference on both the clinical and scientific aspects of diabetes, and is truly global in perspective with the inclusion of epidemiology and the nature and care of diabetes in different parts of the world. Following a similar format to the previous editions, the primary philosophy of the book is to comprehensively cover the basic science of metabolism, linking this closely to the pathophysiology and clinical aspects of the disease. A valuable resource for the whole diabetes community, the new edition offers: * Fully revised, updated and expanded chapters * Comprehensive coverage of all aspects of diabetes * 116 extensively referenced chapters * Full colour throughout * Available in print and online The International Textbook of Diabetes Mellitus, Third Edition is also available online via Wiley InterScience. With the flexibility afforded by the powerful search and navigation capabilities of Wiley InterScience, you can search the Textbook by subject, article and keyword. New and revised articles added regularly ensure that both professionals and students working within diabetes are kept abreast of rapidly developing areas such as genetics, treatment and epidemiology. This excellent work is an essential reference tool for all members of diabetes and endocrine teams, medical students, medical schools and libraries, and provides a valuable resource for pharmaceutical companies and industries which have an interest in this important field. FROM REVIEWS OF THE SECOND EDITION: "The scope is extraordinarily wide and truly international...a must for all libraries and any individuals who are seriously interested in the diabetes epidemic..." (Diabetologia) "...a cornerstone in the field of diabetes..." (The European Journal of Medicine) "...This multi-authored textbook provides a wealth of information spanning virtually all aspects of diabetes..." (Trends in Endocrinology and Metabolism)
Current Catalog
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Author : National Library of Medicine (U.S.)
language : en
Publisher:
Release Date : 1992
Current Catalog written by National Library of Medicine (U.S.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Medicine categories.
First multi-year cumulation covers six years: 1965-70.
Essential Numerical Computer Methods
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Author : Michael L. Johnson
language : en
Publisher: Academic Press
Release Date : 2010-11-25
Essential Numerical Computer Methods written by Michael L. Johnson and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-25 with Mathematics categories.
The use of computers and computational methods has become ubiquitous in biological and biomedical research. During the last 2 decades most basic algorithms have not changed, but what has is the huge increase in computer speed and ease of use, along with the corresponding orders of magnitude decrease in cost. A general perception exists that the only applications of computers and computer methods in biological and biomedical research are either basic statistical analysis or the searching of DNA sequence data bases. While these are important applications they only scratch the surface of the current and potential applications of computers and computer methods in biomedical research. The various chapters within this volume include a wide variety of applications that extend far beyond this limited perception. As part of the Reliable Lab Solutions series, Essential Numerical Computer Methods brings together chapters from volumes 210, 240, 321, 383, 384, 454, and 467 of Methods in Enzymology. These chapters provide a general progression from basic numerical methods to more specific biochemical and biomedical applications. The various chapters within this volume include a wide variety of applications that extend far beyond this limited perception As part of the Reliable Lab Solutions series, Essential Numerical Computer Methods brings together chapters from volumes 210, 240, 321, 383, 384, 454, and 467 of Methods in Enzymology These chapters provide a general progression from basic numerical methods to more specific biochemical and biomedical applications
Computer Methods
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Author :
language : en
Publisher: Academic Press
Release Date : 2009-03-10
Computer Methods written by and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-03-10 with Science categories.
The combination of faster, more advanced computers and more quantitatively oriented biomedical researchers has recently yielded new and more precise methods for the analysis of biomedical data. These better analyses have enhanced the conclusions that can be drawn from biomedical data, and they have changed the way that experiments are designed and performed. This volume, along with previous and forthcoming 'Computer Methods' volumes for the Methods in Enzymology serial, aims to inform biomedical researchers about recent applications of modern data analysis and simulation methods as applied to biomedical research.
National Library Of Medicine Current Catalog
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Author : National Library of Medicine (U.S.)
language : en
Publisher:
Release Date : 1992
National Library Of Medicine Current Catalog written by National Library of Medicine (U.S.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Medicine categories.
Bulletin
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Author : Institute of Mathematics and Its Applications
language : en
Publisher:
Release Date : 1989
Bulletin written by Institute of Mathematics and Its Applications and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Mathematics categories.