Artificial intelligence and cheminformatics tools: a contribution to the drug development and chemical science
I Saifi, BA Bhat, SS Hamdani, UY Bhat… - Journal of …, 2023 - Taylor & Francis
In the ever-evolving field of drug discovery, the integration of Artificial Intelligence (AI) and
Machine Learning (ML) with cheminformatics has proven to be a powerful combination …
Machine Learning (ML) with cheminformatics has proven to be a powerful combination …
State-of-the-art of artificial intelligence in medicinal chemistry
J Bajorath - Future Science OA, 2021 - Taylor & Francis
As in many areas of science and technology, artificial intelligence (AI) is currently promoted
with high expectations in drug discovery and medicinal chemistry. Here, AI mostly refers to …
with high expectations in drug discovery and medicinal chemistry. Here, AI mostly refers to …
Intelligently applying artificial intelligence in chemoinformatics
The intertwining of chemoinformatics with artificial intelligence (AI) has given a tremendous
fillip to the field of drug discovery. With the rapid growth of chemical data from high …
fillip to the field of drug discovery. With the rapid growth of chemical data from high …
Artificial intelligence in drug discovery: recent advances and future perspectives
J Jiménez-Luna, F Grisoni, N Weskamp… - Expert opinion on drug …, 2021 - Taylor & Francis
Introduction: Artificial intelligence (AI) has inspired computer-aided drug discovery. The
widespread adoption of machine learning, in particular deep learning, in multiple scientific …
widespread adoption of machine learning, in particular deep learning, in multiple scientific …
Machine learning, artificial intelligence, and data science breaking into drug design and neglected diseases
J Peña‐Guerrero, PA Nguewa… - Wiley Interdisciplinary …, 2021 - Wiley Online Library
Abstract Machine learning (ML) is becoming capable of transforming biomolecular
interaction description and calculation, promising an impact on molecular and drug design …
interaction description and calculation, promising an impact on molecular and drug design …
Recent applications of machine learning in medicinal chemistry
J Panteleev, H Gao, L Jia - Bioorganic & medicinal chemistry letters, 2018 - Elsevier
In recent decades, artificial intelligence and machine learning have played a significant role
in increasing the efficiency of processes across a wide spectrum of industries. When it …
in increasing the efficiency of processes across a wide spectrum of industries. When it …
[HTML][HTML] A review on machine learning approaches and trends in drug discovery
P Carracedo-Reboredo, J Liñares-Blanco… - Computational and …, 2021 - Elsevier
Drug discovery aims at finding new compounds with specific chemical properties for the
treatment of diseases. In the last years, the approach used in this search presents an …
treatment of diseases. In the last years, the approach used in this search presents an …
Machine learning in chemoinformatics and medicinal chemistry
R Rodríguez-Pérez, F Miljković… - Annual review of …, 2022 - annualreviews.org
In chemoinformatics and medicinal chemistry, machine learning has evolved into an
important approach. In recent years, increasing computational resources and new deep …
important approach. In recent years, increasing computational resources and new deep …
Revolutionizing medicinal chemistry: the application of artificial intelligence (AI) in early drug discovery
Artificial intelligence (AI) has permeated various sectors, including the pharmaceutical
industry and research, where it has been utilized to efficiently identify new chemical entities …
industry and research, where it has been utilized to efficiently identify new chemical entities …
Advancing computer-aided drug discovery (CADD) by big data and data-driven machine learning modeling
Highlights•Drug discovery has been advanced to a big data era with a large amount of
public data sources available.•Ten V features (volume, velocity, variety, veracity, validity …
public data sources available.•Ten V features (volume, velocity, variety, veracity, validity …