From big data analysis to personalized medicine for all: challenges and opportunities
出版年份 2015 全文链接
标题
From big data analysis to personalized medicine for all: challenges and opportunities
作者
关键词
Big data, Omics, Personalized medicine, High-throughput technologies, Cloud computing, Integrative methods, High-dimensionality
出版物
BMC Medical Genomics
Volume 8, Issue 1, Pages -
出版商
Springer Nature
发表日期
2015-06-26
DOI
10.1186/s12920-015-0108-y
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Should We Have Blind Faith in Bioinformatics Software? Illustrations from the SNAP Web-Based Tool
- (2015) Sébastien Robiou-du-Pont et al. PLoS One
- A multivariate approach to the integration of multi-omics datasets
- (2014) Chen Meng et al. BMC BIOINFORMATICS
- Analyzing networks of phenotypes in complex diseases: methodology and applications in COPD
- (2014) Jen-hwa Chu et al. BMC Systems Biology
- Integrative omics analysis. A study based on Plasmodium falciparum mRNA and protein data
- (2014) Oana A Tomescu et al. BMC Systems Biology
- P4 Medicine Needs P4 Education
- (2014) Alfredo Cesario et al. CURRENT PHARMACEUTICAL DESIGN
- The epiknowledge of socially responsible innovation
- (2014) E. S. Dove et al. EMBO REPORTS
- Cloud-based bioinformatics workflow platform for large-scale next-generation sequencing analyses
- (2014) Bo Liu et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Bionimbus: a cloud for managing, analyzing and sharing large genomics datasets
- (2014) Allison P Heath et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Ready to Put Metadata on the Post-2015 Development Agenda? Linking Data Publications to Responsible Innovation and Science Diplomacy
- (2014) Vural Özdemir et al. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY
- Translating Biotechnology to Knowledge-Based Innovation, Peace, and Development? Deploy a Science Peace Corps—An Open Letter to World Leaders
- (2014) Nezih Hekim et al. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY
- Metadata Checklist for the Integrated Personal OMICS Study: Proteomics and Metabolomics Experiments
- (2014) Michael Snyder et al. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY
- Toward More Transparent and Reproducible Omics Studies Through a Common Metadata Checklist and Data Publications
- (2014) Eugene Kolker et al. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY
- A critical reanalysis of the relationship between genomics and well-being
- (2014) N. J. L. Brown et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Best Practices for Scientific Computing
- (2014) Greg Wilson et al. PLOS BIOLOGY
- MODMatcher: Multi-Omics Data Matcher for Integrative Genomic Analysis
- (2014) Seungyeul Yoo et al. PLoS Computational Biology
- CGtag: complete genomics toolkit and annotation in a cloud-based Galaxy
- (2014) Saskia Hiltemann et al. GigaScience
- cudaMap: a GPU accelerated program for gene expression connectivity mapping
- (2013) Darragh G McArt et al. BMC BIOINFORMATICS
- Criteria for the use of omics-based predictors in clinical trials: explanation and elaboration
- (2013) Lisa M McShane et al. BMC Medicine
- Integrated Analysis of Transcriptomic and Proteomic Data
- (2013) Saad Haider et al. CURRENT GENOMICS
- Computational tools and resources for prediction and analysis of gene regulatory regions in the chick genome
- (2013) Mohsin A.F. Khan et al. GENESIS
- The economic value of personalized medicine tests: what we know and what we need to know
- (2013) Kathryn A Phillips et al. GENETICS IN MEDICINE
- Robust sparse regression and tuning parameter selection via the efficient bootstrap information criteria
- (2013) Heewon Park et al. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
- A sea of standards for omics data: sink or swim?
- (2013) Jessica D Tenenbaum et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- The big challenges of big data
- (2013) Vivien Marx NATURE
- Computational solutions for omics data
- (2013) Bonnie Berger et al. NATURE REVIEWS GENETICS
- A modular framework for gene set analysis integrating multilevel omics data
- (2013) Steffen Sass et al. NUCLEIC ACIDS RESEARCH
- Crowd-Funded Micro-Grants for Genomics and “Big Data”: An Actionable Idea Connecting Small (Artisan) Science, Infrastructure Science, and Citizen Philanthropy
- (2013) Vural Özdemir et al. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY
- All the postgenomic world is a stage: the actors and narrators required for translating pharmacogenomics into public health
- (2013) Edward S Dove et al. Personalized Medicine
- Mobile phone text messages for improving adherence to antiretroviral therapy (ART): an individual patient data meta-analysis of randomised trials
- (2013) Lawrence Mbuagbaw et al. BMJ Open
- A Population Approach to Precision Medicine
- (2012) Muin J. Khoury et al. AMERICAN JOURNAL OF PREVENTIVE MEDICINE
- Bioinformatics clouds for big data manipulation
- (2012) Lin Dai et al. Biology Direct
- Joint generalized models for multidimensional outcomes: A case study of neuroscience data from multimodalities
- (2012) Xiao-Feng Wang BIOMETRICAL JOURNAL
- Independent Principal Component Analysis for biologically meaningful dimension reduction of large biological data sets
- (2012) Fangzhou Yao et al. BMC BIOINFORMATICS
- The genetics of type 2 diabetes and its clinical relevance
- (2012) A Pal et al. CLINICAL GENETICS
- A Sparse Structure Learning Algorithm for Gaussian Bayesian Network Identification from High-Dimensional Data
- (2012) Shuai Huang et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Tuning parameter selection in high dimensional penalized likelihood
- (2012) Yingying Fan et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Radiomics: the process and the challenges
- (2012) Virendra Kumar et al. MAGNETIC RESONANCE IMAGING
- Foreword
- (2012) Madeleine Tremblay-Servier METABOLISM-CLINICAL AND EXPERIMENTAL
- The changing privacy landscape in the era of big data
- (2012) Eric E Schadt Molecular Systems Biology
- The expanding scope of DNA sequencing
- (2012) Jay Shendure et al. NATURE BIOTECHNOLOGY
- Unsupervised pattern discovery in human chromatin structure through genomic segmentation
- (2012) Michael M Hoffman et al. NATURE METHODS
- A travel guide to Cytoscape plugins
- (2012) Rintaro Saito et al. NATURE METHODS
- A personal view on systems medicine and the emergence of proactive P4 medicine: predictive, preventive, personalized and participatory
- (2012) Leroy Hood et al. New Biotechnology
- Genomic Position Mapping Discrepancies of Commercial SNP Chips
- (2012) João Fadista et al. PLoS One
- Comparing Statistical Methods for Constructing Large Scale Gene Networks
- (2012) Jeffrey D. Allen et al. PLoS One
- MultiPhen: Joint Model of Multiple Phenotypes Can Increase Discovery in GWAS
- (2012) Paul F. O’Reilly et al. PLoS One
- Quantitative Image Analysis of Cellular Heterogeneity in Breast Tumors Complements Genomic Profiling
- (2012) Y. Yuan et al. Science Translational Medicine
- NEW: Network-Enabled Wisdom in Biology, Medicine, and Health Care
- (2012) E. E. Schadt et al. Science Translational Medicine
- Genome-wide Correlation between mRNA and Protein in a Single Cell
- (2011) Edward S. Yeung ANGEWANDTE CHEMIE-INTERNATIONAL EDITION
- GBOOST: a GPU-based tool for detecting gene–gene interactions in genome–wide case control studies
- (2011) Ling Sing Yung et al. BIOINFORMATICS
- Digital image analysis of membrane connectivity is a robust measure of HER2 immunostains
- (2011) Anja Brügmann et al. BREAST CANCER RESEARCH AND TREATMENT
- Weighted kernel Fisher discriminant analysis for integrating heterogeneous data
- (2011) Jemila S. Hamid et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- Next generation sequencing and bioinformatic bottlenecks: the current state of metagenomic data analysis
- (2011) Matthew B. Scholz et al. CURRENT OPINION IN BIOTECHNOLOGY
- Catalytic activity of the caspase-8–FLIPL complex inhibits RIPK3-dependent necrosis
- (2011) Andrew Oberst et al. NATURE
- Cloud and heterogeneous computing solutions exist today for the emerging big data problems in biology
- (2011) Eric E. Schadt et al. NATURE REVIEWS GENETICS
- Waiting for the Revolution
- (2011) E. Marshall SCIENCE
- Improving Validation Practices in "Omics" Research
- (2011) J. P. A. Ioannidis et al. SCIENCE
- A view of cloud computing
- (2010) Michael Armbrust et al. COMMUNICATIONS OF THE ACM
- Public financing of health in developing countries: a cross-national systematic analysis
- (2010) Chunling Lu et al. LANCET
- Computational science: ...Error
- (2010) Zeeya Merali NATURE
- Cloud computing and the DNA data race
- (2010) Michael C Schatz et al. NATURE BIOTECHNOLOGY
- Network medicine: a network-based approach to human disease
- (2010) Albert-László Barabási et al. NATURE REVIEWS GENETICS
- The $1,000 genome, the $100,000 analysis?
- (2010) Elaine R Mardis Genome Medicine
- A platform to standardize, store, and visualize proteomics experimental data
- (2009) G. Zheng et al. ACTA BIOCHIMICA ET BIOPHYSICA SINICA
- integrOmics: an R package to unravel relationships between two omics datasets
- (2009) Kim-Anh Lê Cao et al. BIOINFORMATICS
- Molecular networks as sensors and drivers of common human diseases
- (2009) Eric E. Schadt NATURE
- How does multiple testing correction work?
- (2009) William S Noble NATURE BIOTECHNOLOGY
- The sparsity and bias of the Lasso selection in high-dimensional linear regression
- (2008) Cun-Hui Zhang et al. ANNALS OF STATISTICS
- Multiple Testing with Minimal Assumptions
- (2008) Peter H. Westfall et al. BIOMETRICAL JOURNAL
- The next steps for genomic medicine: challenges and opportunities for the developing world
- (2008) Billie-Jo Hardy et al. NATURE REVIEWS GENETICS
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started