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Ligand Biological Activity Predictions Using Fingerprint-Based Artificial Neural Networks (FANN-QSAR)

This chapter focuses on the fingerprint-based artificial neural networks QSAR (FANN-QSAR) approach to predict biological activities of structurally diverse compounds. Three types of fingerprints, namely ECFP6, FP2, and MACCS, were used as inputs to train the FANN-QSAR models. The results were benchm...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Methods Mol Biol
Egile Nagusiak: Myint, Kyaw Z., Xie, Xiang-Qun
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2015
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC4510302/
https://ncbi.nlm.nih.gov/pubmed/25502380
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-1-4939-2239-0_9
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