Explainable Deep Learning for Augmentation of Small RNA Expression Profiles (Q92114640)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31855058%20AND%20SRC:MED&resulttype=core&format=json

26 April 2020

title

Explainable Deep Learning for Augmentation of Small RNA Expression Profiles (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31855058%20AND%20SRC:MED&resulttype=core&format=json

Collaborative Research Centre (CRC) 1286: "Quantitative Synaptologie"

26 April 2020

sponsor

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1 reference

1 reference

Jelena Fiosina

1

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26 April 2020

Maksims Fiosins

series ordinal

2

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31855058%20AND%20SRC:MED&resulttype=core&format=json

26 April 2020

Stefan Bonn

series ordinal

3

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26 April 2020

language of work or name

English

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publication date

18 December 2019

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31855058%20AND%20SRC:MED&resulttype=core&format=json

Journal of Computational Biology

26 April 2020

published in

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SEAweb: the small RNA Expression Atlas web application

26 April 2020

volume

27

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issue

2

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page(s)

234-247

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cites work

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

Deep learning in bioinformatics: Introduction, application, and perspective in the big data era

23 February 2021

1 reference

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A Random Forests Quantile Classifier for Class Imbalanced Data

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

A Deep Neural Network Model using Random Forest to Extract Feature Representation for Gene Expression Data Classification

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

Biological classification with RNA-seq data: Can alternatively spliced transcript expression enhance machine learning classifiers?

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

Improving the value of public RNA-seq expression data by phenotype prediction.

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

Deep learning for biology.

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

Oasis 2: improved online analysis of small RNA-seq data.

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

Precision annotation of digital samples in NCBI's gene expression omnibus

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

miRNA and mRNA expression analysis reveals potential sex-biased miRNA expression

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

The FAIR Guiding Principles for scientific data management and stewardship

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

massiR: a method for predicting the sex of samples in gene expression microarray datasets

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

An expanding universe of noncoding RNAs

23 February 2021

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=7047095

23 February 2021

Identifiers

DOI

10.1089/CMB.2019.0320

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31855058%20AND%20SRC:MED&resulttype=core&format=json

26 April 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:31855058%20AND%20SRC:MED&resulttype=core&format=json

26 April 2020

1 reference