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Systems medicine : integrative, qualitative and computational approaches /

"Technological advances in generated molecular and cell biological data are transforming biomedical research. Sequencing, multi-omics and imaging technologies are likely to have deep impact on the future of medical practice. In parallel to technological developments, methodologies to gather, in...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Wolkenhauer, Olaf, 1966- (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [Cambridge, MA] : Academic Press, 2020.
Temas:
Acceso en línea:Texto completo

MARC

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245 0 0 |a Systems medicine :  |b integrative, qualitative and computational approaches /  |c editor-in-chief: Olaf Wolkenhauer. 
264 1 |a [Cambridge, MA] :  |b Academic Press,  |c 2020. 
300 |a 1 online resource (3 volumes) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
520 |a "Technological advances in generated molecular and cell biological data are transforming biomedical research. Sequencing, multi-omics and imaging technologies are likely to have deep impact on the future of medical practice. In parallel to technological developments, methodologies to gather, integrate, visualize and analyze heterogeneous and large-scale data sets are needed to develop new approaches for diagnosis, prognosis and therapy. Systems Medicine: Integrative, Qualitative and Computational Approaches is an innovative, interdisciplinary and integrative approach that extends the concept of systems biology and the unprecedented insights that computational methods and mathematical modeling offer of the interactions and network behavior of complex biological systems, to novel clinically relevant applications for the design of more successful prognostic, diagnostic and therapeutic approaches. This 3 volume work features 132 entries from renowned experts in the fields and covers the tools, methods, algorithms and data analysis workflows used for integrating and analyzing multi-dimensional data routinely generated in clinical settings with the aim of providing medical practitioners with robust clinical decision support systems. Importantly the work delves into the applications of systems medicine in areas such as tumor systems biology, metabolic and cardiovascular diseases as well as immunology and infectious diseases amongst others. This is a fundamental resource for biomedical students and researchers as well as medical practitioners who need to need to adopt advances in computational tools and methods into the clinical practice"--  |c ScienceDirect 
504 |a Includes bibliographical references and index. 
588 0 |a Online resource; title from home page (ScienceDirect, viewed March 5, 2021). 
650 0 |a Systems biology. 
650 0 |a Medical sciences  |x Computer simulation. 
650 0 |a System analysis  |x Medicine. 
650 0 |a Medical informatics. 
650 0 |a Bioinformatics. 
650 0 |a Medicine  |x Data processing. 
650 0 |a Computational biology. 
650 0 |a System analysis. 
650 1 2 |a Computational Biology  |0 (DNLM)D019295 
650 2 2 |a Systems Analysis  |0 (DNLM)D013597 
650 2 |a Systems Biology  |0 (DNLM)D049490 
650 2 |a Medical Informatics  |0 (DNLM)D008490 
650 2 |a Medical Informatics Applications  |0 (DNLM)D008491 
650 6 |a Biologie syst�emique.  |0 (CaQQLa)000260964 
650 6 |a Sciences de la sant�e  |0 (CaQQLa)201-0000875  |x Simulation par ordinateur.  |0 (CaQQLa)201-0379159 
650 6 |a Analyse de syst�emes  |0 (CaQQLa)201-0007674  |x M�edecine.  |0 (CaQQLa)201-0379904 
650 6 |a M�edecine  |x Informatique.  |0 (CaQQLa)201-0103112 
650 6 |a Bio-informatique.  |0 (CaQQLa)201-0313075 
650 6 |a Analyse de syst�emes.  |0 (CaQQLa)201-0007674 
650 7 |a systems analysis.  |2 aat  |0 (CStmoGRI)aat300077662 
650 7 |a System analysis  |2 fast  |0 (OCoLC)fst01141385 
650 7 |a Medicine  |x Data processing  |2 fast  |0 (OCoLC)fst01014924 
650 7 |a Computational biology  |2 fast  |0 (OCoLC)fst00871990 
650 7 |a Bioinformatics  |2 fast  |0 (OCoLC)fst00832181 
650 7 |a Medical informatics  |2 fast  |0 (OCoLC)fst01014175 
650 7 |a Medical sciences  |x Computer simulation  |2 fast  |0 (OCoLC)fst01014604 
650 7 |a Systems biology  |2 fast  |0 (OCoLC)fst01745552 
655 4 |a Internet Resources. 
700 1 |a Wolkenhauer, Olaf,  |d 1966-  |e editor. 
856 4 0 |u https://sciencedirect.uam.elogim.com/science/referenceworks/9780128160787  |z Texto completo