Friday 28 July 2023

Exploring the Impact of Artificial Intelligence and Machine Learning in New Drug Discovery | Chapter 6 | Research Highlights in Science and Technology Vol. 7

 Artificial intelligence (AI) is a meaningful and emerging district of research. A comprehensive reasoning of the information included in the dossier requires the use of AI electronics, which are immediately more important than before at the capacity and rate of data unification. In order to advance research and enhance decision-making across a off-course range of professions and disciplines, containing drug design, upgrading, expression development, pharmacology, pharmacokinetics, microscopic and cell plant structure and toxicity, AI is required for drug finding and development. AI is crucial for reinforcing growing patient society selection, patient stratum, and patient sample evaluation in dispassionate trials biomarkers, productiveness metrics, dose collection, and study duration). Increasing significance of AI in pharmaceutical finding and development, in addition to the rising number of foundation businesses that specialized situated on sides. Estimations show that the process of developing a new drug is questioning, expensive, and has a depressed success rate: An average of $1.3 billion is gone on R&D for each cure. Oncology drugs take an average of 13.1 years to plan, while non-oncology drugs take between 5.9 and 7.2 years. 13.8% of all drug-happening projects complete with approval. The drug growth business is convinced AI/ML techniques by way of their automated type, predictive abilities, and an wonted rise in efficiency in this place review focus on part of Artificial intelligence in drug discovery and happening process.

Author(s) Details:

T. Sundarrajan,

Department of Pharmaceutical Chemistry, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur, India.

D. Priya,

Department of Pharmaceutical Chemistry, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur, India.

M. K. Kathiravan,

Department of Pharmaceutical Chemistry, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur, India.

V. Velmurugan,

Department of Pharmaceutical Chemistry, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur, India.

G. V. Anjana,

Department of Pharmaceutical Chemistry, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur, India.

B. Shanthakumar,

Department of Pharmaceutical Chemistry, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur, India.

R. Srimathi,

Department of Pharmaceutical Chemistry, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur, India.

Please see the link here: https://stm.bookpi.org/RHST-V7/article/view/11400

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