Holdings: Modeling in computational biology and biomedicine

Modeling in computational biology and biomedicine: a multidisciplinary endeavor

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Bibliographic Details
Format:	Electronic eBook
Language:	English
Published:	Berlin [u.a.] Springer 2013
Subjects:	Biomedizin Bioinformatik Aufsatzsammlung
Online Access:	BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource
ISBN:	9783642312076 9783642312083
DOI:	10.1007/978-3-642-31208-3

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adam_text	MODELING IN COMPUTATIONAL BIOLOGY AND BIOMEDICINE / : 2013 TABLE OF CONTENTS / INHALTSVERZEICHNIS FOREWORD BY OLIVIER FAUGERAS FOREWORD BY JOEL JANIN PREFACE PART I BIOINFORMATICS 1.MODELING MACRO-MOLECULAR COMPLEXES: A JOURNEY ACROSS SCALES. F.CAZALS, T.DREYFUS, AND C.H. ROBERT 1.1.INTRODUCTION 1.2.MODELING ATOMIC RESOLUTION 1.3.MODELING LARGE ASSEMBLIES 1.4.OUTLOOK 1.5.ONLINE RESOURCES REFERENCES 2.MODELING AND ANALYSIS OF GENE REGULATORY NETWORKS. G.BERNOT, J-P.COMET, A.RICHARD, M.CHAVES, J-L.GOUZE, AND F.DAYAN 2.1.INTRODUCTION 2.2.CONTINUOUS AND HYBRID MODELS OF GENETIC REGULATORY NETWORKS 2.3.DISCRETE MODELS OF GRN 2.4.OUTLOOK 2.5.ONLINE RESOURCES 2.6.ACKNOWLEDGMENTS REFERENCES PART II BIOMEDICAL SIGNAL AND IMAGE ANALYSIS 3.NONINVASIVE CARDIAC SIGNAL ANALYSIS USING DATA DECOMPOSITION TECHNIQUES. V.ZARZOSO, O.MESTE, P.COMON, D.G.LATCU, AND N.SAOUDI 3.1.PRELIMINARIES AND MOTIVATION 3.2.T-WAVE ALTERNANS DETECTION VIA PRINCIPAL COMPONENT ANALYSIS 3.3.ATRIAL ACTIVITY EXTRACTION VIA INDEPENDENT COMPONENT ANALYSIS 3.4.CONCLUSION AND OUTLOOK 3.5.ONLINE RESOURCES REFERENCES 4.DECONVOLUTION AND DENOISING FOR CONFOCAL MICROSCOPY. P.PANKAJAKSHAN, G.ENGLER, L.BLANC-FERAUD, AND J.ZERUBIA 4.1.INTRODUCTION 4.2.DEVELOPMENT OF THE AUXILIARY COMPUTATIONAL LENS 4.3.OUTLOOK 4.4.SELECTED ONLINE RESOURCES REFERENCES 5.STATISTICAL SHAPE ANALYSIS OF SURFACES IN MEDICAL IMAGES APPLIED TO THE TETRALOGY OF FALLOT HEART. K.MCLEOD, T.MANSI, M.SERMESANT, G.PONGIGLIONE, AND X.PENNEC 5.1.INTRODUCTION 5.2.STATISTICAL SHAPE ANALYSIS 5.3.SHAPE ANALYSIS OF TOF DATA 5.4.CONCLUSION 5.5.ONLINE RESOURCES REFERENCES 6.FROM DIFFUSION MRI TO BRAIN CONNECTOMICS. A.GHOSH AND R.DERICHE 6.1.INTRODUCTION 6.2.A BRIEF HISTORY OF NMR AND MRI 6.3.NUCLEAR MAGNETIC RESONANCE AND DIFFUSION 6.4.FROM DIFFUSION MRI TO TISSUE MICROSTRUCTURE 6.5.COMPUTATIONAL FRAMEWORK FOR PROCESSING DIFFUSION MR IMAGES 6.6.TRACTOGRAPHY: INFERRING THE CONNECTIVITY 6.7.CLINICAL APPLICATIONS 6.8.CONCLUSION 6.9.ONLINE RESOURCES REFERENCES PART III MODELING IN NEUROSCIENCE 7.SINGLE-TRIAL ANALYSIS OF BIOELECTROMAGNETIC SIGNALS: THE QUEST FOR HIDDEN INFORMATION. M.CLERC, T.PAPADOPOULO, AND C.BENAR 7.1.INTRODUCTION 7.2.DATA-DRIVEN APPROACHES: NON-LINEAR DIMENSIONALITY REDUCTION 7.3.MODEL-DRIVEN APPROACHES: MATCHING PURSUIT AND ITS EXTENSIONS 7.4.SUCCESS STORIES 7.5.CONCLUSION 7.6.SELECTED ONLINE RESOURCES REFERENCES 8 SPIKE TRAIN STATISTICS FROM EMPIRICAL FACTS TO THEORY: THE CASE OF THE RETINA. B.CESSAC AND A.PALACIOS 8.1.INTRODUCTION 8.2.UNRAVELING THE NEURAL CODE IN THE RETINA VIA SPIKE TRAIN STATISTICS ANALYSIS 8.3.SPIKE TRAIN STATISTICS FROM A THEORETICAL PERSPECTIVE 8.4.USING GIBBS DISTRIBUTIONS TO ANALYSING SPIKE TRAINS STATISTICS 8.5.CONCLUSION 8.6.OUTLOOK 8.7.ONLINE RESOURCES REFERENCES BIOLOGY, MEDICINE AND BIOPHYSICS MATHEMATICS AND COMPUTER SCIENCE INDEX DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. MODELING IN COMPUTATIONAL BIOLOGY AND BIOMEDICINE / : 2013 ABSTRACT / INHALTSTEXT COMPUTATIONAL BIOLOGY, MATHEMATICAL BIOLOGY, BIOLOGY AND BIOMEDICINE ARE CURRENTLY UNDERGOING SPECTACULAR PROGRESSES DUE TO A SYNERGY BETWEEN TECHNOLOGICAL ADVANCES AND INPUTS FROM PHYSICS, CHEMISTRY, MATHEMATICS, STATISTICS AND COMPUTER SCIENCE. THE GOAL OFTHIS BOOK IS TO EVIDENCE THIS SYNERGY BY DESCRIBING SELECTED DEVELOPMENTS IN THE FOLLOWING FIELDS: BIOINFORMATICS, BIOMEDICINE AND NEUROSCIENCE. THIS WORK IS UNIQUE IN TWO RESPECTS - FIRST, BY THE VARIETY AND SCALES OF SYSTEMS STUDIED AND SECOND, BY ITS PRESENTATION: EACH CHAPTER PROVIDES THE BIOLOGICAL OR MEDICAL CONTEXT, FOLLOWS UP WITH MATHEMATICAL OR ALGORITHMIC DEVELOPMENTS TRIGGERED BY A SPECIFIC PROBLEM AND CONCLUDES WITH ONE OR TWO SUCCESS STORIES, NAMELY NEW INSIGHTS GAINED THANKS TO THESE METHODOLOGICAL DEVELOPMENTS. IT ALSO HIGHLIGHTS SOME UNSOLVED AND OUTSTANDING THEORETICAL QUESTIONS, WITH A POTENTIALLY HIGH IMPACT ON THESE DISCIPLINES. TWO COMMUNITIES WILL BE PARTICULARLY INTERESTED IN THIS BOOK. THE FIRST ONE IS THE VAST COMMUNITY OF APPLIED MATHEMATICIANS AND COMPUTER SCIENTISTS, WHOSE INTERESTS SHOULD BE CAPTURED BY THE ADDED VALUE GENERATED BY THE APPLICATION OF ADVANCED CONCEPTS AND ALGORITHMS TO CHALLENGING BIOLOGICAL OR MEDICAL PROBLEMS. THE SECOND IS THE EQUALLY VAST COMMUNITY OF BIOLOGISTS. WHETHER SCIENTISTS OR ENGINEERS, THEY WILL FIND IN THIS BOOK A CLEAR AND SELF-CONTAINED ACCOUNT OF CONCEPTS AND TECHNIQUES FROM MATHEMATICS AND COMPUTER SCIENCE, TOGETHER WITH SUCCESS STORIES ON THEIR FAVORITE SYSTEMS. THE VARIETY OF SYSTEMS DESCRIBED REPRESENTS A PANOPLY OF COMPLEMENTARY CONCEPTUAL TOOLS. ON A PRACTICAL LEVEL, THE RESOURCES LISTED AT THE END OF EACH CHAPTER (DATABASES, SOFTWARE) OFFER INVALUABLE SUPPORT FOR GETTING STARTED ON A SPECIFIC TOPIC IN THE FIELDS OF BIOMEDICINE, BIOINFORMATICS AND NEUROSCIENCE DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spelling	Modeling in computational biology and biomedicine a multidisciplinary endeavor Frédéric Cazals ..., ed. Berlin [u.a.] Springer 2013 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Biomedizin (DE-588)4647152-2 gnd rswk-swf Bioinformatik (DE-588)4611085-9 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Bioinformatik (DE-588)4611085-9 s Biomedizin (DE-588)4647152-2 s DE-604 Cazals, Frédéric Sonstige oth https://doi.org/10.1007/978-3-642-31208-3 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025754824&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025754824&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Modeling in computational biology and biomedicine a multidisciplinary endeavor Biomedizin (DE-588)4647152-2 gnd Bioinformatik (DE-588)4611085-9 gnd
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title	Modeling in computational biology and biomedicine a multidisciplinary endeavor
title_auth	Modeling in computational biology and biomedicine a multidisciplinary endeavor
title_exact_search	Modeling in computational biology and biomedicine a multidisciplinary endeavor
title_full	Modeling in computational biology and biomedicine a multidisciplinary endeavor Frédéric Cazals ..., ed.
title_fullStr	Modeling in computational biology and biomedicine a multidisciplinary endeavor Frédéric Cazals ..., ed.
title_full_unstemmed	Modeling in computational biology and biomedicine a multidisciplinary endeavor Frédéric Cazals ..., ed.
title_short	Modeling in computational biology and biomedicine
title_sort	modeling in computational biology and biomedicine a multidisciplinary endeavor
title_sub	a multidisciplinary endeavor
topic	Biomedizin (DE-588)4647152-2 gnd Bioinformatik (DE-588)4611085-9 gnd
topic_facet	Biomedizin Bioinformatik Aufsatzsammlung
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