Biomedical Science

Bioinformatics

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Practical Guide to ChIP-seq Data Analysis

1st Edition

Borbala Mifsud, Kathi Zarnack, Anaïs F Bardet
November 02, 2018

Chromatin immunoprecipitation sequencing (ChIP-seq), which maps the genome-wide localization patterns of transcription factors and epigenetic marks, is among the most widely used methods in molecular biology. Practical Guide to ChIP-seq Data Analysis will guide readers through the steps of ChIP-seq...

Medical Big Data and Internet of Medical Things: Advances, Challenges and Applications

1st Edition

Aboul Ella Hassanien, Nilanjan Dey, Surekha Borra
October 06, 2018

This book addresses recent advances in mining, learning, and analysis of big volume of medical images. The book presents taxonomies, trends and issues such as veracity in distributive, dynamic, and diverse data collection, data management, data models, hypotheses testing, training, validation,...

Targeted Gene Capture for Phylogenetic Systematics and Population Genetics

1st Edition

Chenhong Li, Gavin J. P. Naylor
September 26, 2018

The authors propose a book that reviews Next Generation Sequencing procedures, especially software protocols they created devoted to capturing targeted gene sequences. Such sequences are used by phylogenetists and population geneticists. The book will provide background and recommendations that...

Systems-Level Modelling of Microbial Communities: Theory and Practice

1st Edition

Aarthi Ravikrishnan, Karthik Raman
September 25, 2018

Systems-Level Modelling of Microbial Communities: Theory and Practice introduces various aspects of modelling microbial communities and presents a detailed overview of the computational methods which have been developed in this area. This book is aimed at researchers in the field of computational/...

Signal Processing and Machine Learning for Biomedical Big Data

1st Edition

Ervin Sejdic, Tiago H. Falk
July 05, 2018

This will be a comprehensive, multi-contributed reference work that will detail the latest research and developments in biomedical signal processing related to big data medical analysis. It will describe signal processing, machine learning, and parallel computing strategies to revolutionize the...

Big Data in Omics and Imaging: Integrated Analysis and Causal Inference

1st Edition

Momiao Xiong
June 19, 2018

Big Data in Omics and Imaging: Integrated Analysis and Causal Inference addresses the recent development of integrated genomic, epigenomic and imaging data analysis and causal inference in big data era. Despite significant progress in dissecting the genetic architecture of complex diseases by...

Big Data in Omics and Imaging, Two Volume Set

1st Edition

Momiao Xiong
June 19, 2018

FEATURES Bridges the gap between the traditional statistical methods and computational tools for small genetic and epigenetic data analysis and the modern advanced statistical methods for big data Provides tools for high dimensional data reduction Discusses searching algorithms for model and...

Quantitative Structure – Activity Relationship: A Practical Approach

1st Edition

Siavoush Dastmalchi, Maryam Hamzeh-Mivehroud, Babak Sokouti
May 08, 2018

Generally speaking, quantitative-structure activity relationship (QSAR) is a technique which correlates the biological activities of a set of compounds to their structures using a mathematical equation represented in its general form by Biological Activity = f (x1, ..., xn), where f is a...

Multiobjective Optimization Methodology: A Jumping Gene Approach

1st Edition

K.S. Tang, T.M. Chan, R.J. Yin, K.F. Man
March 09, 2018

The first book to focus on jumping genes outside bioscience and medicine, Multiobjective Optimization Methodology: A Jumping Gene Approach introduces jumping gene algorithms designed to supply adequate, viable solutions to multiobjective problems quickly and with low computational cost. Better...

Tissue Phenomics: Profiling Cancer Patients for Treatment Decisions

1st Edition

Gerd Binnig, Ralf Huss, Günter Schmidt
February 02, 2018

In the age of digitization our society is transformed into a new state. In particular, machine intelligence dramatically elevates our capability to create and digest information. Naturally, healthcare is also impacted by this trend and will even be more transformed into a informatic driven...

Medical Applications of Artificial Intelligence

1st Edition

Arvin Agah
December 18, 2017

Enhanced, more reliable, and better understood than in the past, artificial intelligence (AI) systems can make providing healthcare more accurate, affordable, accessible, consistent, and efficient. However, AI technologies have not been as well integrated into medicine as predicted. In order to...

Big Data in Omics and Imaging: Association Analysis

1st Edition

Momiao Xiong
December 13, 2017

Big Data in Omics and Imaging: Association Analysis addresses the recent development of association analysis and machine learning for both population and family genomic data in sequencing era. It is unique in that it presents both hypothesis testing and a data mining approach to holistically...

Conferences

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