Systems bioinformatics: increasing precision of computational diagnostics and therapeutics through network-based approaches

A Oulas, G Minadakis, M Zachariou… - … in bioinformatics, 2019 - academic.oup.com
… by Bioinformatics, Biology and Systems Biology is integrated in the Systems Bioinformatics
… holistic approaches to tackle challenges in Systems Medicine and in particular P4 Medicine. …

Metabolomics technology and bioinformatics for precision medicine

RK Azad, V Shulaev - Briefings in bioinformatics, 2019 - academic.oup.com
bioinformatics. We will review various aspects of metabolomics technology and bioinformatics,
from data generation, bioinformatics … management, in the context of precision medicine. …

[图书][B] Bioinformatics

AD Baxevanis, GD Bader, DS Wishart - 2020 - books.google.com
systems that we study (moving from “simple” model organisms to the human condition) and
the scales at which those studies take … Computational Biology and Systems Medicine group. …

[图书][B] Bioinformatics: an introduction

J Ramsden - 2023 - books.google.com
taken to somewhat rearrange the chapter topics, although admittedly in such a multidimensional
subject as bioinformatics … If this book is able to inspire the student to take up some of the …

Homomorphic encryption for machine learning in medicine and bioinformatics

A Wood, K Najarian, D Kahrobaei - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
… fully homomorphic encryption and its applications in medicine and bioinformatics. The high-level
… -preserving techniques in machine learning and bioinformatics is reviewed, along with …

[图书][B] Introduction to bioinformatics

A Lesk - 2019 - books.google.com
The ideal text for biology students encountering bioinformatics for the first time, Introduction
to Bioinformatics describes how recent technological advances in the field can be used as a …

Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities

M Zitnik, F Nguyen, B Wang, J Leskovec… - Information …, 2019 - Elsevier
… and relevant systems view. An ideal method can answer a biological or medical question, …
We provide examples of successful data integration in biology and medicine. Finally, we …

Human systems biology and metabolic modelling: a review—from disease metabolism to precision medicine

C Angione - BioMed research international, 2019 - Wiley Online Library
… With the advent of bioinformatics and computational biology, computational and mathematical
… Such models have been generated taking into account decades of studies in biochemistry …

A brief history of bioinformatics

J Gauthier, AT Vincent, SJ Charette… - … in bioinformatics, 2019 - academic.oup.com
bioinformatics emerged recently to assist next-generation sequencing data analysis. However,
the very beginnings of bioinformatics … The foundations of bioinformatics were laid in the …

Network medicine in the age of biomedical big data

AR Sonawane, ST Weiss, K Glass, A Sharma - Frontiers in Genetics, 2019 - frontiersin.org
… into ways in which the network medicine approach, aided by … challenges in the field of network
medicine. We hope this review … Taken together, the understanding gained from combining …