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Machine Learning in Chemoinformatics and Medicinal Chemistry [PDF]
Annual Review of Biomedical Data Science, 2022 In chemoinformatics and medicinal chemistry, machine learning has evolved into an important approach. In recent years, increasing computational resources and new deep learning algorithms have put machine learning onto a new level, addressing previously ...
Filip Miljković +2 more
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Recent Advances in Machine-Learning-Based Chemoinformatics: A Comprehensive Review [PDF]
International Journal of Molecular Sciences, 2023 In modern drug discovery, the combination of chemoinformatics and quantitative structure–activity relationship (QSAR) modeling has emerged as a formidable alliance, enabling researchers to harness the vast potential of machine learning (ML ...
Sarfaraz K Niazi +2 more
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Recent Advances in Chemoinformatics
ChemInform, 2007AbstractChemInform is a weekly Abstracting Service, delivering concise information at a glance that was extracted from about 200 leading journals. To access a ChemInform Abstract, please click on HTML or PDF.
Dimitris K, Agrafiotis +3 more
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2021
In recent years, constant increase in the performance of computer-based tools and several mathematical algorithms to solve chemistry-related problems. In recent years, screening of potent lead molecules using computational approaches has been gaining more attention as alternate approaches for high-throughput screening. Several cheminformatics tools are
Vivek Srivastava +2 more
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In recent years, constant increase in the performance of computer-based tools and several mathematical algorithms to solve chemistry-related problems. In recent years, screening of potent lead molecules using computational approaches has been gaining more attention as alternate approaches for high-throughput screening. Several cheminformatics tools are
Vivek Srivastava +2 more
openaire +1 more source
Basic Overview of Chemoinformatics
Journal of Chemical Information and Modeling, 2006AbstractChemInform is a weekly Abstracting Service, delivering concise information at a glance that was extracted from about 200 leading journals. To access a ChemInform Abstract, please click on HTML or PDF.
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Algorithms for chemoinformatics
WIREs Computational Molecular Science, 2011AbstractThe field of chemoinformatics makes use of a great number of different computational algorithms from mathematics and computer science as well as algorithms that are defined explicitly for challenges specific to chemoinformatics. This article provides an overview of algorithms and algorithmic complexity together with a review of common ...
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Chemoinformatics and Library Design
2010This chapter provides a brief overview of chemoinformatics and its applications to chemical library design. It is meant to be a quick starter and to serve as an invitation to readers for more in-depth exploration of the field. The topics covered in this chapter are chemical representation, chemical data and data mining, molecular descriptors, chemical ...
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Fundamentals of Chemoinformatics
2018INTRODUCTION Chemoinformatics (or as it is also known, cheminformatics) basically relates to the storage and manipulation of chemical data. Many of the techniques gathered together under this title pre-date its introduction, and perhaps the term was coined to explicitly signal that a similar discipline to bioinformatics exists within ...
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Chemoinformatics: Past, Present, and Future†
Journal of Chemical Information and Modeling, 2006AbstractChemInform is a weekly Abstracting Service, delivering concise information at a glance that was extracted from about 200 leading journals. To access a ChemInform Abstract, please click on HTML or PDF.
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