Paper Title
Accelerating Drug development process by using AI/ML
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Registration ID: IJNRD_214599
Published ID: IJNRD2402371
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Keywords
Artificial Intelligence, Drug Discovery, Drug Development, Machine learning
Abstract
Combining Artificial Intelligence (AI) and Machine Learning (ML) has transformed medicine research by accelerating the creation of novel medicines and changing traditional methods. This paper provides a thorough account of the ways in which these tools have transformed pharmaceutical research at every level, ranging from early target selection and clinical trial optimization to post-market surveillance. By utilising vast data warehouses, advanced algorithms, and predictive analytics, artificial intelligence and machine learning (AI and ML) have expedited the identification of potential therapeutic targets, enhanced our comprehension of intricate biological processes, and simplified the process of developing novel drugs. This synthesis also emphasises the difficulties in combining AI with the creation of pharmaceuticals, focusing on data protection, regulatory frameworks, ethical considerations, and the interpretability of AI-generated choices. Despite these challenges, the synthesis highlights the opportunities at the nexus of artificial intelligence (AI), machine learning (ML), and pharmaceutical research, imagining a time when innovation and precision medicine will combine to improve healthcare worldwide. This analysis addresses both the difficulties that demand careful attention and discussion for the advancement of treatments as well as the technologies' unmatched promise. It provides insights into the revolutionary influence of these technologies.
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How To Cite (APA)
Kunal Raut , Shalini Patwa , Dr. B. Lakshmi, & Sai Kishore V (February-2024). Accelerating Drug development process by using AI/ML. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(2), d679-d690. https://ijnrd.org/papers/IJNRD2402371.pdf
Issue
Volume 9 Issue 2, February-2024
Pages : d679-d690
Other Publication Details
Paper Reg. ID: IJNRD_214599
Published Paper Id: IJNRD2402371
Research Area: Pharmacy
Author Type: Indian Author
Country: Balanagar, Hyderabad , Telangana , India
Published Paper PDF: https://ijnrd.org/papers/IJNRD2402371.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2402371
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