(Q31155845)

15 August 2017

A comparison of machine learning algorithms for chemical toxicity classification using a simulated multi-scale data model (English)

1 reference

15 August 2017

0 references

0 references

1 reference

Imran Shah

5

0 references

Richard S. Judson

object named as

Richard Judson

1

0 references

author name string

Fathi Elloumi

2

1 reference

PMCID

2409339

15 August 2017

R Woodrow Setzer

3

1 reference

PMCID

2409339

15 August 2017

Zhen Li

4

1 reference

15 August 2017

19 May 2008

1 reference

15 August 2017

1 reference

15 August 2017

9

1 reference

15 August 2017

241

1 reference

Creative Commons Attribution 2.0 Generic

15 August 2017

start time

19 May 2008

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

1 reference

April 2022 Public Data File from Crossref

exact match

https://scigraph.springernature.com/pub.10.1186/1471-2105-9-241

0 references

cites work

Toxicity testing in the 21st century: a vision and a strategy

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

An aryl hydrocarbon receptor odyssey to the shores of toxicology: the Deichmann Lecture, International Congress of Toxicology-XI

21 June 2018

1 reference

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The Connectivity Map: using gene-expression signatures to connect small molecules, genes, and disease

21 June 2018

1 reference

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The ToxCast program for prioritizing toxicity testing of environmental chemicals

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Identifying genes that contribute most to good classification in microarrays

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

On the statistical assessment of classifiers using DNA microarray data

21 June 2018

1 reference

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Quantitative high-throughput screening: a titration-based approach that efficiently identifies biological activities in large chemical libraries

21 June 2018

1 reference

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Using high-throughput screening data to discriminate compounds with single-target effects from those with side effects

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Global mapping of pharmacological space

21 June 2018

1 reference

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Differential activation of nuclear receptors by perfluorinated fatty acid analogs and natural fatty acids: a comparison of human, mouse, and rat peroxisome proliferator-activated receptor-alpha, -beta, and -gamma, liver X receptor-beta, and retinoid

21 June 2018

1 reference

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High concordance of drug-induced human hepatotoxicity with in vitro cytotoxicity measured in a novel cell-based model using high content screening

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

An efficient rapid system for profiling the cellular activities of molecular libraries.

21 June 2018

1 reference

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Analysis of drug-induced effect patterns to link structure and side effects of medicines

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

High throughput screening in agrochemical research

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Targeting chemical inputs and optimising HTS for agrochemical discovery

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Research perspectives for pre-screening alternatives to animal experimentation: on the relevance of cytotoxicity measurements, barrier passage determinations and high throughput screening in vitro to select potentially hazardous compounds in large s

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Toxicity testing: creating a revolution based on new technologies

21 June 2018

1 reference

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Prediction error estimation: a comparison of resampling methods

21 June 2018

1 reference

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Biological spectra analysis: Linking biological activity profiles to molecular structure

21 June 2018

1 reference

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NIH Molecular Libraries Initiative

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Inverse gene expression patterns for macrophage activating hepatotoxicants and peroxisome proliferators in rat liver

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Chemogenomics: an emerging strategy for rapid target and drug discovery

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Role of orphan nuclear receptors in the regulation of drug-metabolising enzymes.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Predictive ability of DNA microarrays for cancer outcomes and correlates: an empirical assessment

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Putting the Predictive Toxicology Challenge into perspective: reflections on the results.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

A survey of the Predictive Toxicology Challenge 2000-2001.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

From Knowing to Controlling: A Path from Genomics to Drugs Using Small Molecule Probes

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Alteration of liver cell function and proliferation: differentiation between adaptation and toxicity

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Drug design by machine learning: support vector machines for pharmaceutical data analysis

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Assessing the accuracy of prediction algorithms for classification: an overview

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Orphan nuclear receptors constitutive androstane receptor and pregnane X receptor share xenobiotic and steroid ligands

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

A gene expression database for the molecular pharmacology of cancer

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

What should be expected from feature selection in small-sample settings.

21 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

In vivo hepatotoxicity study of rats in comparison with in vitro hepatotoxicity screening system

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Statistical evaluation of the Predictive Toxicology Challenge 2000-2001.

31 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2409339

Screening for new antidepressant leads of multiple activities by support vector machines

31 October 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/18489778

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1186/1471-2105-9-241

1 reference

journals/bmcbi/JudsonESLS08

15 August 2017

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

0 references

1 reference

15 August 2017

1 reference

PMCID

2409339