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Title: :  ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING
PaperId: :  22959
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-22959
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Bushara Sayyed Pravara Rural Education Society's college of pharmacy for Women's Chincholi,Nashik
Laxmi S SarodePravara Rural Education Society's college of pharmacy for Women's Chincholi,Nashik

Abstract

Pharmacy
Artificial intelligence ; Machine learning ; Drug discovery ; QSAR ; synthetic prediction; Novel drug discovery ; one shot learning ; CADD ; Big data in medicine.
Artificial intelligence is a branch of computer science that built smart machines, which are capable to perform task that require human intelligence. But artificial intelligence does not confine itself to methods that are biologically observable. Now a days Artificial Intelligence is widely used technology . AI is used in various sectors such as robotics, healthcare, agriculture, social media,finance and machine learning. Artificial Intelligence is one of the Computer Aided Drug Discovery (CADD) and machine learning is one of its subtopic. It improves drug discovery and development for more efficacy and accuracy.[1] The current rise of artificial intelligence and machine learning has been significant. It has reduced the human workload improved quality of life significantly. This article describes the use of artificial intelligence and machine learning to augment drug discovery and development to make them more efficient and accurate. In this study, a systematic evaluation of studies was carried out; these were selected based on prior knowledge of the authors and a keyword search in publicly available databases which were filtered based on related context, abstract, methodology, and full text. This body of work supported the roles of machine learning and artificial intelligence in facilitating drug development and discovery processes, making them more cost-effective or altogether eliminating the need for clinical trials, owing to the ability to conduct simulations using these technologies. The results of this paper demonstrate the prevalent application of machine learning and artificial intelligence methods in drug discovery, and indicate a promising future for these technologies; these results should enable researchers, students, and pharmaceutical industry to dive deeper into machine learning and artificial intelligence in a drug discovery and development context.[3]

Citations

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IJARIIE Bushara Sayyed , and Laxmi S Sarode. "ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 1735-1744
MLA Bushara Sayyed , and Laxmi S Sarode. "ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 1735-1744.
APA Bushara Sayyed , & Laxmi S Sarode. (2024). ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 1735-1744.
Chicago Bushara Sayyed , and Laxmi S Sarode. "ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 1735-1744.
Oxford Bushara Sayyed , and Laxmi S Sarode. 'ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 1735-1744. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/ARTIFICIAL_INTELLIGENCE_AND_MACHINE_LEARNING_BASED_NEW_DRUG_DISCOVERY_PROCESS_WITH_MOLECULAR_MODELING_ijariie22959.pdf (Accessed : ).
Harvard Bushara Sayyed , and Laxmi S Sarode. (2024) 'ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 1735-1744IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/ARTIFICIAL_INTELLIGENCE_AND_MACHINE_LEARNING_BASED_NEW_DRUG_DISCOVERY_PROCESS_WITH_MOLECULAR_MODELING_ijariie22959.pdf (Accessed : )
IEEE Bushara Sayyed , and Laxmi S Sarode, "ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 1735-1744, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/ARTIFICIAL_INTELLIGENCE_AND_MACHINE_LEARNING_BASED_NEW_DRUG_DISCOVERY_PROCESS_WITH_MOLECULAR_MODELING_ijariie22959.pdf [Accessed : ].
Turabian Bushara Sayyed , and Laxmi S Sarode. "ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver Bushara Sayyed , and Laxmi S Sarode. ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING BASED NEW DRUG DISCOVERY PROCESS WITH MOLECULAR MODELING. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 1735-1744. Available from: https://ijariie.com/AdminUploadPdf/ARTIFICIAL_INTELLIGENCE_AND_MACHINE_LEARNING_BASED_NEW_DRUG_DISCOVERY_PROCESS_WITH_MOLECULAR_MODELING_ijariie22959.pdf
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