Applications of the MapReduce programming framework to clinical big data analysis: current landscape and future trends (Q27014346)

Behrouz H Far

series ordinal

2

1 reference

language of work or name

1 reference

2014

1 reference

1 reference

7

1 reference

page(s)

22

1 reference

The future state of clinical data capture and documentation: a report from AMIA's 2011 Policy Meeting

cites work

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

The human brain in numbers: a linearly scaled-up primate brain

21 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Gene selection and classification of microarray data using random forest.

21 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Whole genome molecular phylogeny of large dsDNA viruses using composition vector method

21 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data

21 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Neuropathological stageing of Alzheimer-related changes

21 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Novel and efficient tag SNPs selection algorithms

21 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

The emerging role for chemokines in epilepsy

21 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Big data analytics in healthcare: promise and potential

21 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Identifying unproven cancer treatments on the health web: addressing accuracy, generalizability and scalability

21 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Magnetoencephalography—theory, instrumentation, and applications to noninvasive studies of the working human brain

21 March 2017

1 reference

https://api.crossref.org/works/10.1186/1756-0381-7-22

BLAST 2 Sequences, a new tool for comparing protein and nucleotide sequences

22 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Enhancement of accuracy and efficiency for RNA secondary structure prediction by sequence segmentation and MapReduce

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Random forests on Hadoop for genome-wide association studies of multivariate neuroimaging phenotypes

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Launching genomics into the cloud: deployment of Mercury, a next generation sequence analysis pipeline

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Designing a parallel evolutionary algorithm for inferring gene networks on the cloud computing environment

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

The association of lacking insurance with outcomes of severe sepsis: retrospective analysis of an administrative database*.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

BioPig: a Hadoop-based analytic toolkit for large-scale sequence data

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Rainbow: a tool for large-scale whole-genome sequencing data analysis using cloud computing

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Bringing big data to personalized healthcare: a patient-centered framework

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Implementation of a parallel protein structure alignment service on cloud

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

A user-friendly tool to transform large scale administrative data into wide table format using a MapReduce program with a Pig Latin based script

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Hydra: a scalable proteomic search engine which utilizes the Hadoop distributed computing framework

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Bioinformatics clouds for big data manipulation

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Genotyping in the cloud with Crossbow

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Cloudgene: a graphical execution platform for MapReduce programs on private and public clouds

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Fractal MapReduce decomposition of sequence alignment

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

A drug-adverse event extraction algorithm to support pharmacovigilance knowledge mining from PubMed citations

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Ultrafast and scalable cone-beam CT reconstruction using MapReduce in a cloud computing environment

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Nephele: genotyping via complete composition vectors and MapReduce

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

A novel approach to multiple sequence alignment using hadoop data grids

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

An overview of the Hadoop/MapReduce/HBase framework and its current applications in bioinformatics

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

CloudBurst: highly sensitive read mapping with MapReduce

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Structure, mechanism, and evolution of the mRNA capping apparatus

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

The Human Brain Project: neuroinformatics tools for integrating, searching and modeling multidisciplinary neuroscience data

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

Preparing for responsible sharing of clinical trial data

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

BlueSNP: R package for highly scalable genome-wide association studies using Hadoop clusters

31 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

General framework for developing and evaluating database scoring algorithms using the TANDEM search engine

31 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

31 May 2018

1 reference

https://api.crossref.org/works/10.1186%2F1756-0381-7-22

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1756-0381-7-22

A P2P Framework for Developing Bioinformatics Applications in Dynamic Cloud Environments

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1756-0381-7-22

An efficient algorithm for DNA fragment assembly in MapReduce.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1756-0381-7-22

Evaluation and integration of existing methods for computational prediction of allergens

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1756-0381-7-22

A hybrid of genetic algorithm and particle swarm optimization for recurrent network design.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1756-0381-7-22

Clinical Decision-Support Systems

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1756-0381-7-22

How to solve the cost crisis in health care.

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4224309

28 November 2018

Identifiers

DOI

10.1186/1756-0381-7-22

1 reference

journals/biodatamining/MohammedFN14

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

0 references

1 reference

PubMed publication ID

25383096

1 reference