Modelling of human acute toxicity from physicochemical properties and non-vertebrate acute toxicity of the 38 organic chemicals of the MEIC priority list by PLS regression and neural network

M.C. Calleja; P. Geladi; G. Persoone

doi:10.1016/0278-6915(94)90091-4

Modelling of human acute toxicity from physicochemical properties and non-vertebrate acute toxicity of the 38 organic chemicals of the MEIC priority list by PLS regression and neural network

Food and Chemical Toxicology ◽

10.1016/0278-6915(94)90091-4 ◽

1994 ◽

Vol 32 (10) ◽

pp. 923-941 ◽

Cited By ~ 10

Author(s):

M.C. Calleja ◽

P. Geladi ◽

G. Persoone

Keyword(s):

Neural Network ◽

Acute Toxicity ◽

Physicochemical Properties ◽

Organic Chemicals ◽

Pls Regression ◽

Priority List

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Acute toxicity of organic chemicals to Gammarus pulex correlates with sensitivity of Daphnia magna across most modes of action

Aquatic Toxicology ◽

10.1016/j.aquatox.2011.02.002 ◽

2011 ◽

Vol 103 (1-2) ◽

pp. 38-45 ◽

Cited By ~ 48

Author(s):

Roman Ashauer ◽

Anita Hintermeister ◽

Eva Potthoff ◽

Beate I. Escher

Keyword(s):

Acute Toxicity ◽

Daphnia Magna ◽

Gammarus Pulex ◽

Organic Chemicals ◽

Modes Of Action

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Application of wavelet transform coupled with artificial neural network for predicting physicochemical properties of osmotically dehydrated pumpkin

Journal of Food Engineering ◽

10.1016/j.jfoodeng.2008.06.033 ◽

2009 ◽

Vol 90 (2) ◽

pp. 219-227 ◽

Cited By ~ 36

Author(s):

M. Shafafi Zenoozian ◽

Sakamon Devahastin

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Wavelet Transform ◽

Physicochemical Properties ◽

Artificial Neural

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Acute toxicity of chlorinated organic chemicals to the embryos and larvae of the marine wormPlatynereis dumerilii (Polychaeta: Nereidae)

Environmental Toxicology and Water Quality ◽

10.1002/(sici)1098-2256(1998)13:2<149::aid-tox6>3.0.co;2-7 ◽

1998 ◽

Vol 13 (2) ◽

pp. 149-155 ◽

Cited By ~ 11

Author(s):

Anna Palau-Casellas ◽

Thomas H. Hutchinson

Keyword(s):

Acute Toxicity ◽

Organic Chemicals ◽

Chlorinated Organic

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Effect of Nanoparticle Stabilization and Physicochemical Properties on Exposure Outcome: Acute Toxicity of Silver Nanoparticle Preparations in Zebrafish (Danio rerio)

Environmental Science & Technology ◽

10.1021/es303695f ◽

2013 ◽

Vol 47 (8) ◽

pp. 3883-3892 ◽

Cited By ~ 39

Author(s):

Stephen Cunningham ◽

Margaret E. Brennan-Fournet ◽

Deirdre Ledwith ◽

Lucy Byrnes ◽

Lokesh Joshi

Keyword(s):

Acute Toxicity ◽

Physicochemical Properties ◽

Silver Nanoparticle ◽

Danio Rerio ◽

Nanoparticle Stabilization

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Use of a Backpropagation Neural Network and Auto-correlation Descriptors for Predicting the Biodegradation of Organic Chemicals

Neural Networks in QSAR and Drug Design ◽

10.1016/b978-012213815-7/50004-2 ◽

1996 ◽

pp. 65-82 ◽

Cited By ~ 5

Author(s):

J. Devillers ◽

D. Domine ◽

R.S. Boethling

Keyword(s):

Neural Network ◽

Organic Chemicals ◽

Backpropagation Neural Network ◽

Auto Correlation

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The joint acute toxicity to Daphnia magna of industrial organic chemicals at low concentrations

Aquatic Toxicology ◽

10.1016/0166-445x(88)90017-3 ◽

1988 ◽

Vol 12 (1) ◽

pp. 33-38 ◽

Cited By ~ 89

Author(s):

J.W. Deneer ◽

T.L. Sinnige ◽

W. Seinen ◽

J.L.M. Hermens

Keyword(s):

Acute Toxicity ◽

Daphnia Magna ◽

Organic Chemicals ◽

Low Concentrations

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Modeling acute toxicity of chemicals toDaphnia magna: A probabilistic neural network approach

Environmental Toxicology and Chemistry ◽

10.1002/etc.5620200225 ◽

2001 ◽

Vol 20 (2) ◽

pp. 420-431 ◽

Cited By ~ 23

Author(s):

Klaus L. E. Kaiser ◽

Stefan P. Niculescu

Keyword(s):

Neural Network ◽

Acute Toxicity ◽

Probabilistic Neural Network ◽

Network Approach ◽

Neural Network Approach

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Analysis of Acute Toxicity(LD50-Value) of Organic Chemicals to Mammals by Solubility Parameter(.DELTA.). (2). Acute Oral Toxicity to Mice.

Sangyo Igaku ◽

10.1539/joh1959.36.6_421 ◽

1994 ◽

Vol 36 (6) ◽

pp. 421-427 ◽

Cited By ~ 1

Author(s):

Hiroshi NISHIMURA ◽

Shoji SAITO ◽

Fumio KISHIDA ◽

Masatoshi MATSUO

Keyword(s):

Acute Toxicity ◽

Solubility Parameter ◽

Organic Chemicals ◽

Acute Oral Toxicity ◽

Oral Toxicity ◽

Ld50 Value

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Comparison of artificial neural network (ANN) and partial least squares (PLS) regression models for predicting respiratory ventilation: an exploratory study

European Journal of Applied Physiology ◽

10.1007/s00421-011-2118-6 ◽

2011 ◽

Vol 112 (5) ◽

pp. 1603-1611 ◽

Cited By ~ 15

Author(s):

Ming-I Brandon Lin ◽

William A. Groves ◽

Andris Freivalds ◽

Eun Gyung Lee ◽

Martin Harper

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Least Squares ◽

Partial Least Squares ◽

Exploratory Study ◽

Regression Models ◽

Pls Regression ◽

Artificial Neural ◽

Artificial Neural Network Ann

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Introducing a computational method to estimate and prioritize systemic body exposure of organic chemicals in humans using their physicochemical properties

Computational Toxicology ◽

10.1016/j.comtox.2018.08.001 ◽

2019 ◽

Vol 9 ◽

pp. 73-99 ◽

Cited By ~ 1

Author(s):

Edwin John Matthews

Keyword(s):

Physicochemical Properties ◽

Computational Method ◽

Organic Chemicals

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