Computational Modeling of Neural Activities for Statistical Inference, Antonio Kolossa

Автор: Andrew E. Teschendorff
Название: Computational and Statistical Epigenomics
ISBN: 9401799261 ISBN-13(EAN): 9789401799263
Издательство: Springer
Рейтинг:
Цена: 19564.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book introduces the reader to modern computational and statistical tools for translational epigenomics research. Over the last decade, epigenomics has emerged as a key area of molecular biology, epidemiology and genome medicine. Epigenomics not only offers us a deeper understanding of fundamental cellular biology, but also provides us with the basis for an improved understanding and management of complex diseases. From novel biomarkers for risk prediction, early detection, diagnosis and prognosis of common diseases, to novel therapeutic strategies, epigenomics is set to play a key role in the personalized medicine of the future. In this book we introduce the reader to some of the most important computational and statistical methods for analyzing epigenomic data, with a special focus on DNA methylation. Topics include normalization, correction for cellular heterogeneity, batch effects, clustering, supervised analysis and integrative methods for systems epigenomics. This book will be of interest to students and researchers in bioinformatics, biostatistics, biologists and clinicians alike. Dr. Andrew E. Teschendorff is Head of the Computational Systems Genomics Lab at the CAS-MPG Partner Institute for Computational Biology, Shanghai, China, as well as an Honorary Research Fellow at the UCL Cancer Institute, University College London, UK.

Автор: Jari Kaipio; E. Somersalo
Название: Statistical and Computational Inverse Problems
ISBN: 1441919643 ISBN-13(EAN): 9781441919649
Издательство: Springer
Рейтинг:
Цена: 14673.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book covers the statistical mechanics approach to computational solution of inverse problems, an innovative area of current research with very promising numerical results.

Автор: Oscar Camara; Tommaso Mansi; Mihaela Pop; Kawal Rh
Название: Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges
ISBN: 3642542670 ISBN-13(EAN): 9783642542671
Издательство: Springer
Рейтинг:
Цена: 6429.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges, STACOM 2013, held in conjunction with MICCAI 2013, in Nagoya, Japan, in September 2013.