Causal inference methods to assist in mechanistic interpretation of classification nano-SAR models-Reference-Cited by-同舟云学术

Causal inference methods to assist in mechanistic interpretation of classification nano-SAR models

Published:2015 Issue:95 Volume:5 Page:77739-77745
ISSN:2046-2069
Container-title:RSC Advances
language:en
Short-container-title:RSC Adv.

Author:

Sizochenko Natalia¹²³⁴⁵,Rasulev Bakhtiyor⁶⁷⁸⁹¹⁰,Gajewicz Agnieszka¹²³⁴⁵,Mokshyna Elena¹¹¹²¹³,Kuz'min Victor E.¹¹¹²¹³,Leszczynski Jerzy⁶⁷⁸⁹¹⁰,Puzyn Tomasz¹²³⁴⁵

Affiliation:

1. Laboratory of Environmental Chemometrics

2. Faculty of Chemistry

3. University of Gdansk

4. Gdansk

5. Poland

6. Interdisciplinary Center for Nanotoxicity

7. Department of Chemistry

8. Jackson State University

9. Jackson

10. USA

11. A.V. Bogatsky Physical–Chemical Institute National Academy of Sciences of Ukraine

12. Odessa

13. Ukraine

Abstract

Causal inference methods are helpful with finding possible biological mechanisms of nanoparticles' toxicity.

Funder

National Science Foundation

Publisher

Royal Society of Chemistry (RSC)

Subject

General Chemical Engineering,General Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2015/RA/C5RA11399G

Reference39 articles.

1. D. Vollath , Nanomaterials: an introduction to synthesis, properties and applications, John Wiley & Sons, 2013, pp. 1–12

2. G. Cao , Nanostructures & Nanomaterials: Synthesis, Properties and Applications, World Scientific, 2004, pp. 61–141

3. Nanoparticles Inhibit DNA Replication by Binding to DNA: Modeling and Experimental Validation

4. Can Standard Genotoxicity Tests be Applied to Nanoparticles?

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