DRABAL: novel method to mine large high-throughput screening assays using Bayesian active learning (Q27902260)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

title

DRABAL: novel method to mine large high-throughput screening assays using Bayesian active learning (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

high-throughput screening

28 March 2020

main subject

0 references

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

Othman Soufan

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

Moataz Afeef

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

publication date

10 November 2016

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

Journal of Cheminformatics

28 March 2020

published in

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

volume

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

0 references

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

Creative Commons Attribution 4.0 International

28 March 2020

start time

10 November 2016

1 reference

April 2022 Public Data File from Crossref

copyrighted

0 references

describes a project that uses

scikit-learn

object named as

Scikit-learn

1 reference

CZ Software Mentions: A large dataset of software mentions in the biomedical literature

cites work

DASPfind: new efficient method to predict drug–target interactions

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Target prediction utilising negative bioactivity data covering large chemical space

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

A multi-label approach to target prediction taking ligand promiscuity into account

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

STITCH 4: integration of protein-chemical interactions with user data

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Mining electronic health records: towards better research applications and clinical care

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Open Babel: An open chemical toolbox

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Virtual screening of bioassay data

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Predicting new molecular targets for known drugs

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

DrugBank: a comprehensive resource for in silico drug discovery and exploration

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Identification of SNAREs involved in synaptotagmin VII-regulated lysosomal exocytosis

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

How to improve R&D productivity: the pharmaceutical industry's grand challenge

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

STITCH: interaction networks of chemicals and proteins

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Mining Chemical Activity Status from High-Throughput Screening Assays

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

PubChem: a public information system for analyzing bioactivities of small molecules

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Plasma membrane repair is mediated by Ca(2+)-regulated exocytosis of lysosomes

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

20 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

MultiP-SChlo: multi-label protein subchloroplast localization prediction with Chou's pseudo amino acid composition and a novel multi-label classifier

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Incorporating domain knowledge in chemical and biomedical named entity recognition with word representations

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

DWFS: a wrapper feature selection tool based on a parallel genetic algorithm

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Drug susceptibility prediction against a panel of drugs using kernelized Bayesian multitask learning

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

iDrug: a web-accessible and interactive drug discovery and design platform

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Feature combination networks for the interpretation of statistical machine learning models: application to Ames mutagenicity

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Chemically Advanced Template Search (CATS) for Scaffold-Hopping and Prospective Target Prediction for 'Orphan' Molecules

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

δ-Tocopherol reduces lipid accumulation in Niemann-Pick type C1 and Wolman cholesterol storage disorders

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Deciphering the code for retroviral integration target site selection

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Synthetic and natural compounds that interact with human cytochrome P450 1A2 and implications in drug development

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Data mining a small molecule drug screening representative subset from NIH PubChem

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Role of the aryl hydrocarbon receptor in drug metabolism

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Virtual screening of chemical libraries

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Cytochrome P450 in neurological disease

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Predicting molecular interactions in silico: II. Protein-protein and protein-drug docking

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Intracellular cholesterol trafficking: role of the NPC1 protein

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Lysosomes behave as Ca2+-regulated exocytic vesicles in fibroblasts and epithelial cells

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Lipid trafficking defects increase Beclin-1 and activate autophagy in Niemann-Pick type C disease

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5105261

Extending the reach of public health genomics: what should be the agenda for public health in an era of genome-based and “personalized” medicine?

2 June 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Impact of high-throughput screening in biomedical research

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Prediction of biological targets for compounds using multiple-category Bayesian models trained on chemogenomics databases

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

HitPick: a web server for hit identification and target prediction of chemical screenings

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

COPICAT: a software system for predicting interactions between proteins and chemical compounds

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Comparison of multilabel and single-label classification applied to the prediction of the isoform specificity of cytochrome p450 substrates

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Is cross-validation valid for small-sample microarray classification?

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Endosomal accumulation of Toll-like receptor 4 causes constitutive secretion of cytokines and activation of signal transducers and activators of transcription in Niemann-Pick disease type C (NPC) fibroblasts: a potential basis for glial cell activat

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Role of cathepsin D in U18666A-induced neuronal cell death: potential implication in Niemann-Pick type C disease pathogenesis

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Artemisinin and thiabendazole are potent inhibitors of cytochrome P450 1A2 (CYP1A2) activity in humans

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Nearest neighbor pattern classification

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Classifier chains for multi-label classification

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Multilabel classification via calibrated label ranking

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2FS13321-016-0177-8

Neurodegeneration in the Niemann-Pick C mouse: glial involvement

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/27895719

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

A training algorithm for optimal margin classifiers

1 reference

COCI

https://opencitations.net/index/coci/api/v1/references/10.1186/S13321-016-0177-8

An Empirical Study of Lazy Multilabel Classification Algorithms

3 January 2022

1 reference

COCI

https://opencitations.net/index/coci/api/v1/references/10.1186/S13321-016-0177-8

Multi-label classification with Bayesian network-based chain classifiers

3 January 2022

1 reference

COCI

https://opencitations.net/index/coci/api/v1/references/10.1186/S13321-016-0177-8

3 January 2022

1 reference

https://opencitations.net/index/coci/api/v1/references/10.1186/S13321-016-0177-8

10.1186/S13321-016-0177-8

5 February 2023

Identifiers

DOI

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

journals/jcheminf/SoufanBAEKB16

28 March 2020

DBLP publication ID

1 reference

DBLP Dataset 2021-01-02

Dimensions Publication ID

28 January 2021

1 reference

9 September 2019

https://scigraph.springernature.com/pub.10.1186/s13321-016-0177-8

1 reference

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json

28 March 2020

PubMed publication ID

27895719

2 references

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:27895719%20AND%20SRC:MED&resulttype=core&format=json