(Q38386043)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

title

Modeling and Prediction of Solvent Effect on Human Skin Permeability using Support Vector Regression and Random Forest (English)

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

1 reference

support vector machine

1 reference

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

author name string

Jun-ichi Takahara

series ordinal

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

Fumiyoshi Yamashita

series ordinal

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

Mitsuru Hashida

series ordinal

4

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

language of work or name

1 reference

2 June 2015

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

published in

Pharmaceutical Research

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

volume

32

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

issue

11

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

page(s)

3604-3617

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

Current status and future potential of transdermal drug delivery

16 February 2020

cites work

1 reference

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Percutaneous Absorption. On the Relevance of in Vitro Data

21 January 2018

1 reference

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Skin solubility determines maximum transepidermal flux for similar size molecules

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Assessing vehicle effects on skin absorption using artificial membrane assays

21 January 2018

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Role of physicochemical properties in the estimation of skin permeability: in vitro data assessment by Partial Least-Squares Regression

21 January 2018

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Human skin permeation and partition: general linear free-energy relationship analyses

21 January 2018

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A simple, predictive, structure-based skin permeability model.

21 January 2018

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Investigation of the mechanism of flux across human skin in vitro by quantitative structure-permeability relationships.

21 January 2018

1 reference

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Predicting skin permeability

21 January 2018

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Linear and nonlinear quantitative structure-property relationship modelling of skin permeability

21 January 2018

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Nonlinear quantitative structure-property relationship modeling of skin permeation coefficient.

21 January 2018

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Transdermal penetration behaviour of drugs: CART-clustering, QSPR and selection of model compounds.

21 January 2018

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Skin permeation rate as a function of chemical structure.

21 January 2018

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Skin penetration enhancers

21 January 2018

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Optimisation of cosolvent concentration for topical drug delivery - II: influence of propylene glycol on ibuprofen permeation.

21 January 2018

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Prediction of dermal absorption from complex chemical mixtures: incorporation of vehicle effects and interactions into a QSPR framework

21 January 2018

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Predicting skin permeability from complex chemical mixtures: dependency of quantitative structure permeation relationships on biology of skin model used

21 January 2018

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https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Modelling the effect of mixture components on permeation through skin

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Validated models for predicting skin penetration from different vehicles

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

The application of Gaussian processes in the prediction of percutaneous absorption

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

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/10.1007%2FS11095-015-1720-4

Non-invasive estimate of blood glucose and blood pressure from a photoplethysmograph by means of machine learning techniques.

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Quantitative structure-pharmacokinetic relationships for drug clearance by using statistical learning methods

21 January 2018

1 reference

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Penetration of benzene through human skin

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Optimization of parameters for semiempirical methods VI: more modifications to the NDDO approximations and re-optimization of parameters

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

DrugBank 4.0: shedding new light on drug metabolism

21 January 2018

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https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Random forest: a classification and regression tool for compound classification and QSAR modeling

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Real external predictivity of QSAR models: how to evaluate it? Comparison of different validation criteria and proposal of using the concordance correlation coefficient

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Real external predictivity of QSAR models. Part 2. New intercomparable thresholds for different validation criteria and the need for scatter plot inspection

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

The 500 Dalton rule for the skin penetration of chemical compounds and drugs

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Risk evaluation of impurities in topical excipients: The acetol case

21 January 2018

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Descriptor selection methods in quantitative structure-activity relationship studies: a review study

21 January 2018

1 reference

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Quantitative structure-permeation relationships (QSPeRs) to predict skin permeation: a critical evaluation.

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

A Fully Computational Model for Predicting Percutaneous Drug Absorption

21 January 2018

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Comments on the Definition of theQ2Parameter for QSAR Validation

21 January 2018

1 reference

https://api.crossref.org/works/10.1007%2FS11095-015-1720-4

Prediction of human skin permeability using a combination of molecular orbital calculations and artificial neural network

21 January 2018

1 reference

12 December 2020

Skin permeability in vivo: comparison in rat, rabbit, pig and man

1 reference

12 December 2020

Current status of methods for defining the applicability domain of (quantitative) structure-activity relationships. The report and recommendations of ECVAM Workshop 52

1 reference

12 December 2020

Influence of skin thickness on the in vitro permeabilities of drugs through Sprague-Dawley rat or Yucatan micropig skin

1 reference

12 December 2020

Skin permeability of various non-steroidal anti-inflammatory drugs in man

1 reference

12 December 2020

Breaching the skin's barrier to drugs

1 reference

12 December 2020

In Silico Predictions of Human Skin Permeability using Nonlinear Quantitative Structure-Property Relationship Models.

1 reference

12 December 2020

Comparative studies on some metrics for external validation of QSPR models

1 reference

12 December 2020

Transdermal delivery of ketorolac tromethamine: permeation enhancement, device design, and pharmacokinetics in healthy humans

1 reference

12 December 2020

Percutaneous absorption of physostigmine: optimization of delivery from a binary solvent by thermodynamic control

1 reference

12 December 2020

Science of the science, drug discovery and artificial neural networks.

1 reference

12 December 2020

10.1007/S11095-015-1720-4

Identifiers

DOI

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:26033768%20AND%20SRC:MED&resulttype=core&format=json

16 February 2020

1 reference