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instance of
scholarly article
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
title
Transfer and Multi-task Learning in QSAR Modeling: Advances and Challenges
(English)
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
main subject
multi-task learning
1 reference
based on heuristic
inferred from title
author
Kathia M Honorio
series ordinal
4
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
author name string
Rodolfo S Simões
series ordinal
1
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
Vinicius G Maltarollo
series ordinal
2
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
Patricia R Oliveira
series ordinal
3
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
publication date
6 February 2018
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
published in
Frontiers in Pharmacology
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
volume
9
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
page(s)
74
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
copyright license
Creative Commons Attribution 4.0 International
start time
6 February 2018
1 reference
stated in
April 2022 Public Data File from Crossref
copyright status
copyrighted
0 references
cites work
Experimental Errors in QSAR Modeling Sets: What We Can Do and What We Cannot Do.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Hybridizing Feature Selection and Feature Learning Approaches in QSAR Modeling for Drug Discovery.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Computational Tool for Fast in silico Evaluation of hERG K+ Channel Affinity
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Chemical toxicity prediction for major classes of industrial chemicals: Is it possible to develop universal models covering cosmetics, drugs, and pesticides?
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Identification of novel fluorescent probes preventing PrPSc replication in prion diseases
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Discovery of New Anti-Schistosomal Hits by Integration of QSAR-Based Virtual Screening and High Content Screening
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
QSAR-Driven Discovery of Novel Chemical Scaffolds Active against Schistosoma mansoni
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
In silico toxicology: computational methods for the prediction of chemical toxicity
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Use of machine learning approaches for novel drug discovery
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Computational Exposure Science: An Emerging Discipline to Support 21st-Century Risk Assessment
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Receptor-based 3D-QSAR in Drug Design: Methods and Applications in Kinase Studies.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Quantitative structure-activity relationship: promising advances in drug discovery platforms
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Medicinal chemistry in the era of big data
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Machine-learning approaches in drug discovery: methods and applications
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Applying machine learning techniques for ADME-Tox prediction: a review
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
A generalizable definition of chemical similarity for read-across
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Machine learning methods in chemoinformatics
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Computational chemogenomics: is it more than inductive transfer?
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Activity cliffs in drug discovery: Dr Jekyll or Mr Hyde?
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Computational methods in drug discovery
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
QSAR modeling: where have you been? Where are you going to?
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
3D-QSAR using pharmacophore-based alignment and virtual screening for discovery of novel MCF-7 cell line inhibitors
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Inferring multi-target QSAR models with taxonomy-based multi-task learning.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Identification of putative estrogen receptor-mediated endocrine disrupting chemicals using QSAR- and structure-based virtual screening approaches
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Adverse drug events: database construction and in silico prediction.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Shifting from the single to the multitarget paradigm in drug discovery
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Machine learning techniques and drug design.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Drug discovery in pharmaceutical industry: productivity challenges and trends
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Multi-target QSAR modelling in the analysis and design of HIV-HCV co-inhibitors: an in-silico study
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Predicting drug side-effect profiles: a chemical fragment-based approach
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Ranking chemical structures for drug discovery: a new machine learning approach
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
An overview of the PubChem BioAssay resource
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Pharmacophore modeling for qualitative prediction of antiestrogenic activity
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
How to recognize and workaround pitfalls in QSAR studies: a critical review
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
How not to develop a quantitative structure-activity or structure-property relationship (QSAR/QSPR).
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Recent advances in QSAR and their applications in predicting the activities of chemical molecules, peptides and proteins for drug design
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Virtual screening and its integration with modern drug design technologies.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Origin and evolution of high throughput screening
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
Virtual screening of chemical libraries
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
22 May 2018
From machine learning to deep learning: progress in machine intelligence for rational drug discovery.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
14 August 2018
A Historical Excursus on the Statistical Validation Parameters for QSAR Models: A Clarification Concerning Metrics and Terminology
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
14 August 2018
A comparison of ligand based virtual screening methods and application to corticotropin releasing factor 1 receptor
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
14 August 2018
Inductive transfer of knowledge: application of multi-task learning and feature net approaches to model tissue-air partition coefficients.
1 reference
stated in
PubMed Central
reference URL
https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5807924
retrieved
14 August 2018
QSAR: dead or alive?
1 reference
stated in
PubMed
reference URL
https://pubmed.ncbi.nlm.nih.gov/29467659
retrieved
12 December 2020
based on heuristic
inferred from PubMed ID database lookup
Identifiers
DOI
10.3389/FPHAR.2018.00074
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
PMC publication ID
5807924
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
PubMed publication ID
29467659
1 reference
stated in
Europe PubMed Central
PMC publication ID
5807924
reference URL
https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:29467659%20AND%20SRC:MED&resulttype=core&format=json
retrieved
17 March 2020
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