Modeling in computational biology and biomedicine: a multidisciplinary endeavor
Gespeichert in:
Format: | Elektronisch E-Book |
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Sprache: | English |
Veröffentlicht: |
Berlin [u.a.]
Springer
2013
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Schlagworte: | |
Online-Zugang: | BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | 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 |
subject_GND | (DE-588)4647152-2 (DE-588)4611085-9 (DE-588)4143413-4 |
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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