Integrative Bioinformatics: History and Future, Chen Ming, Hofestдdt Ralf

Название: Computational systems bioinformatics - methods and biomedical applications
ISBN: 9812707042 ISBN-13(EAN): 9789812707048
Издательство: World Scientific Publishing
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Цена: 100320.00 T
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Описание: Computational systems biology (CSB) is a field of research concerned with understanding the structure and processes of biological systems at the molecular, cellular, tissue, and organ levels through computational modeling as well as novel information theoretic data and image analysis methods. This book introduces the basic principles of CSB.

Автор: Silvia Mandel
Название: Neurodegenerative Diseases: Integrative PPPM Approach as the Medicine of the Future
ISBN: 9400792956 ISBN-13(EAN): 9789400792951
Издательство: Springer
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Цена: 148010.00 T
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Описание:

Part I

1. What is this book series about? Foreword of Book Series Editor; O. Golubnitschaja

2. Preface; S. Mandel

3. Introductory chapter; S. Mandel and O. Golubnitschaja

Part II

4. Individual predispositions in healthy vasospastic individuals: Patient profiling for targeted prevention of "down-stream" pathologies as cost-effective personalised medicine; K. Yeghiazaryan, J. Flammer, O. Golubnitschaja

5. Idiopathic REM sleep behavior disorder as a long-term predictor of neurodegenerative disorders; S. Fulda and M. Manconi

6. New animal models of progressive neurodegeneration: tools for developing predictive diagnostics and identifying presymptomatic therapeutic targets; A. L. Marriott, D. A. Gill, C. A. Shaw, R. A. Tasker

7. Tau pathology: A selected view on the current status; I. Gozes

Part III

8. The Use of Biomarkers for Prediction and Prevention of Alzheimer's and Parkinson's Diseases; S. A. Mandel & A. D. Korczyn

9. Making clinical trials of Alzheimer's disease delay-of-onset a reality by use of a prognostic genetic biomarker; Iris Grossman

10. An update on CSF biomarkers of Parkinson's disease; Peter LeWitt, B Russell Huber, Jing Zhang

Part IV

11. Glaucomatous optic neuropathy: Risk assessment and potential targets for effective prevention and treatments tailored to the patient; O. Golubnitschaja, K. Yeghiazaryan, J. Flammer

Part V

12. Toward a personalized approach in amyotrophic lateral sclerosis: new developments in diagnosis, genetics, pathogenesis and therapies; B. Nefussy & V. E. Drory

13. Recent advances in ALS research: perspectives for personalized clinical application; C. Benkler, D. Offen, E. Melamed, T. Amit, S. Mandel, M. B.H. Youdim, O. Weinreb

Part VI

14. Exercise in Multiple Sclerosis - an Integral Component of Disease Management; A. Dцring, C. F. Pfueller, F. Pau, J. Dцrr

15. Bridging the Informatics Gap between Bench and Bedside: Implications to Neurodegenerative Diseases; A. Shabo (Shvo) & M. Scarpa

Part VII

16. Personalized Medicine In Rare Paediatric Neurometabolic Diseases; R. Tomanin, C. M. Bellettato, F. D'Avanzo, A. Zanetti, A. Ceci, D. Begley, M. Scarpa

Автор: Silvia Mandel
Название: Neurodegenerative Diseases: Integrative PPPM Approach as the Medicine of the Future
ISBN: 9400758650 ISBN-13(EAN): 9789400758650
Издательство: Springer
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Цена: 158380.00 T
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Автор: Srinivasa K. G., Siddesh G. M., Manisekhar S. R.
Название: Statistical Modelling and Machine Learning Principles for Bioinformatics Techniques, Tools, and Applications
ISBN: 9811524440 ISBN-13(EAN): 9789811524448
Издательство: Springer
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Цена: 167700.00 T
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Описание: This book discusses topics related to bioinformatics, statistics, and machine learning, presenting the latest research in various areas of bioinformatics.

Автор: Y-h. Taguchi
Название: Unsupervised Feature Extraction Applied to Bioinformatics
ISBN: 3030224554 ISBN-13(EAN): 9783030224554
Издательство: Springer
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Цена: 149060.00 T
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Описание: This book proposes applications of tensor decomposition to unsupervised feature extraction and feature selection. The author posits that although supervised methods including deep learning have become popular, unsupervised methods have their own advantages. He argues that this is the case because unsupervised methods are easy to learn since tensor decomposition is a conventional linear methodology. This book starts from very basic linear algebra and reaches the cutting edge methodologies applied to difficult situations when there are many features (variables) while only small number of samples are available. The author includes advanced descriptions about tensor decomposition including Tucker decomposition using high order singular value decomposition as well as higher order orthogonal iteration, and train tenor decomposition. The author concludes by showing unsupervised methods and their application to a wide range of topics.

Автор: Bansal
Название: Bioinformatics Research and Applications
ISBN: 303123197X ISBN-13(EAN): 9783031231971
Издательство: Springer
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Цена: 69870.00 T
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Описание: This book constitutes the proceedings of the 18th International Symposium on Bioinformatics Research and Applications, ISBRA 2022, held in Haifa, Israel, in November 14–17, 2022. The 30 full papers and 4 short papers presented in this book were carefully reviewed and selected from 72 submissions. They were organized in topical sections named: AI and disease; computational proteomics; biomedical imaging; drug screening and drug-drug interaction prediction; Biomedical data; sequencing data analysis.

Автор: Fdez-Riverola
Название: Practical Applications of Computational Biology and Bioinformatics, 12th International Conference
ISBN: 3319987011 ISBN-13(EAN): 9783319987019
Издательство: Springer
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Цена: 139750.00 T
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Автор: Xia
Название: Bioinformatics and the Cell
ISBN: 3319906828 ISBN-13(EAN): 9783319906829
Издательство: Springer
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Цена: 279500.00 T
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Описание: This second edition integrates the more technical and mathematical aspects of bioinformatics with concrete examples of their application to current research problems in molecular, cellular and evolutionary biology. This broad, unified approach is made possible, in large part, by the very wide scope of Dr. Xia’s own research experience. The integration of genomics, proteomics and transcriptomics into a single volume makes this book required reading for anyone entering the new and emerging fields of Systems Biology and Evolutionary Bioinformatics.

Автор: David Posada
Название: Bioinformatics for DNA Sequence Analysis
ISBN: 1617378399 ISBN-13(EAN): 9781617378393
Издательство: Springer
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Цена: 135090.00 T
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Описание: In Bioinformatics for DNA Sequence Analysis, experts provide practical guidance and troubleshooting advice for the computational analysis of DNA sequences, covering a range of issues and methods that demonstrate the vital relevance bioinformatics has today.

Автор: Arpad Kelemen; Ajith Abraham; Yuehui Chen
Название: Computational Intelligence in Bioinformatics
ISBN: 364209550X ISBN-13(EAN): 9783642095504
Издательство: Springer
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Цена: 181670.00 T
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Описание: Bioinformatics involve the creation and advancement of algorithms using techniques including computational intelligence, applied mathematics and statistics, informatics, and biochemistry to solve biological problems usually on the molecular level.

Автор: Satoru Miyano; Jill Mesirov; Simon Kasif; Sorin Is
Название: Research in Computational Molecular Biology
ISBN: 3540258663 ISBN-13(EAN): 9783540258667
Издательство: Springer
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Цена: 111790.00 T
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Описание: This volume contains the papers presented at the 9th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2005), which was held in Cambridge, Massachusetts, on May 14-18, 2005.

Автор: Pradipta Maji; Sushmita Paul
Название: Scalable Pattern Recognition Algorithms
ISBN: 3319379658 ISBN-13(EAN): 9783319379654
Издательство: Springer
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Цена: 102480.00 T
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Описание: This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models.