Artificial intelligence in drug design: algorithms, applications, challenges and ethics

AA Arabi - Future Drug Discovery, 2021 - Taylor & Francis
The discovery paradigm of drugs is rapidly growing due to advances in machine learning
(ML) and artificial intelligence (AI). This review covers myriad faces of AI and ML in drug …

Exploring the artificial intelligence and machine learning models in the context of drug design difficulties and future potential for the pharmaceutical sectors

PN Shiammala, NKB Duraimutharasan, B Vaseeharan… - Methods, 2023 - Elsevier
Artificial intelligence (AI), particularly deep learning as a subcategory of AI, provides
opportunities to discover and develop innovative drugs. The use of AI in drug discovery is …

A review on artificial intelligence approaches and rational approaches in drug discovery

AV Srivathsa, NM Sadashivappa… - Current …, 2023 - ingentaconnect.com
Artificial intelligence (AI) speeds up the drug development process and reduces its time, as
well as the cost which is of enormous importance in outbreaks such as COVID-19. It uses a …

Artificial intelligence in accelerating drug discovery and development

A Tripathi, K Misra, R Dhanuka… - Recent Patents on …, 2023 - ingentaconnect.com
Drug discovery and development are critical processes that enable the treatment of wide
variety of health-related problems. These are time-consuming, tedious, complicated, and …

[HTML][HTML] Machine learning and artificial intelligence in pharmaceutical research and development: a review

S Kolluri, J Lin, R Liu, Y Zhang, W Zhang - The AAPS journal, 2022 - Springer
Over the past decade, artificial intelligence (AI) and machine learning (ML) have become the
breakthrough technology most anticipated to have a transformative effect on pharmaceutical …

Artificial intelligence in drug discovery: What is new, and what is next?

F Lake - … in Clinical Immunology, Medical Microbiology, COVID …, 2021 - taylorfrancis.com
Artificial intelligence (AI)—that is, machine intelligence—has the potential to make waves in
drug discovery. However, it is not without its challenges. In this issue of Future Drug …

[HTML][HTML] Artificial intelligence and machine learning approaches for drug design: challenges and opportunities for the pharmaceutical industries

C Selvaraj, I Chandra, SK Singh - Molecular diversity, 2021 - Springer
The global spread of COVID-19 has raised the importance of pharmaceutical drug
development as intractable and hot research. Developing new drug molecules to overcome …

Application of artificial intelligence and machine learning in drug discovery

RR Gupta - Artificial Intelligence in Drug Design, 2022 - Springer
Abstract Machine Learning (ML) and Deep Learning (DL) are two subclasses of Artificial
Intelligence (AI), that, in this day and age of big data provides significant opportunities to …

Application of artificial intelligence in drug discovery

H Chopra, AA Baig, RK Gautam… - Current Pharmaceutical …, 2022 - ingentaconnect.com
Due to the heap of data sets available for drug discovery, modern drug discovery has taken
the shape of big data. Usage of Artificial intelligence (AI) can help to modify drug discovery …

Machine learning and artificial intelligence: a paradigm shift in big data-driven drug design and discovery

P Pasrija, P Jha, P Upadhyaya, M Khan… - Current Topics in …, 2022 - ingentaconnect.com
Background: The lengthy and expensive process of developing a novel medicine often takes
many years and entails a significant financial burden due to its poor success rate …