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CERAPP: Collaborative Estrogen Receptor Activity Prediction Project
Author(s) -
Kamel Mansouri,
Ahmed Abdelaziz,
Aleksandra Rybacka,
Alessandra Roncaglioni,
Alexander Tropsha,
Alexandre Varnek,
Alexey Zakharov,
Andrew Worth,
Ann M. Richard,
Chris Grulke,
Daniela Trisciuzzi,
Denis Fourches,
Dragos Horvath,
Emilio Benfenati,
Eugene Muratov,
Eva Bay Wedebye,
Francesca Grisoni,
Giuseppe Felice Mangiatordi,
Giuseppina Maria Incisivo,
Huixiao Hong,
Hui Wen Ng,
Igor V. Tetko,
Ilya A. Balabin,
Jayaram Kancherla,
Jie Shen,
J. S. Burton,
Marc C. Nicklaus,
Matteo Cassotti,
Nikolai Georgiev Nikolov,
Orazio Nicolotti,
Patrik L. Andersson,
Qingda Zang,
Regina Politi,
Richard D. Beger,
Roberto Todeschini,
Ruili Huang,
Sherif Farag,
Sine Abildgaard Rosenberg,
Svetoslav Slavov,
Xin Hu,
Richard Judson
Publication year - 2016
Publication title -
environmental health perspectives
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.257
H-Index - 282
eISSN - 1552-9924
pISSN - 0091-6765
DOI - 10.1289/ehp.1510267
Subject(s) - categorical variable , endocrine disruptor , oestrogen receptor , weighting , computer science , applicability domain , estrogen receptor , quantitative structure–activity relationship , predictive modelling , machine learning , computational biology , estrogen receptor alpha , data mining , endocrine system , hormone , biology , medicine , endocrinology , breast cancer , radiology , cancer
Humans are exposed to thousands of man-made chemicals in the environment. Some chemicals mimic natural endocrine hormones and, thus, have the potential to be endocrine disruptors. Most of these chemicals have never been tested for their ability to interact with the estrogen receptor (ER). Risk assessors need tools to prioritize chemicals for evaluation in costly in vivo tests, for instance, within the U.S. EPA Endocrine Disruptor Screening Program.

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