Convergence of Data Science-AI-Green Chemistry-Affordable Medicine: Transforming Drug Discovery

B Rebecca, KPM Kumar, S Padmini… - … of Research on AI and …, 2024 - igi-global.com
The drug discovery and design process has been significantly transformed by the integration
of data science, artificial intelligence (AI), green chemistry principles, and affordable …

AI Assisted Drug Discovery: Emphasizing Its Role in Accelerating Precision Medicine Initiatives and Improving Treatment Outcomes

M Raparthi - Human-Computer Interaction Perspectives, 2022 - thesciencebrigade.com
Artificial Intelligence (AI) has emerged as a transformative tool in the field of drug discovery,
revolutionizing the way researchers identify and develop new therapeutic compounds. This …

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 …

Artificial intelligence for drug discovery: Are we there yet?

C Hasselgren, TI Oprea - Annual Review of Pharmacology and …, 2024 - annualreviews.org
Drug discovery is adapting to novel technologies such as data science, informatics, and
artificial intelligence (AI) to accelerate effective treatment development while reducing costs …

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 …

Advancing drug discovery via artificial intelligence

HCS Chan, H Shan, T Dahoun, H Vogel… - Trends in pharmacological …, 2019 - cell.com
Drug discovery and development are among the most important translational science
activities that contribute to human health and wellbeing. However, the development of a new …

[HTML][HTML] Next Decade's AI-based drug development features tight integration of data and computation

Y Luo, J Peng, J Ma - Health Data Science, 2022 - spj.science.org
Traditional drug development heavily relies on human-derived rational and effort to detect
the functional mechanisms of diseases, identify druggable targets, and design lead …

[HTML][HTML] Artificial intelligence in pharmaceutical sciences

M Lu, J Yin, Q Zhu, G Lin, M Mou, F Liu, Z Pan, N You… - Engineering, 2023 - Elsevier
Drug discovery and development affects various aspects of human health and dramatically
impacts the pharmaceutical market. However, investments in a new drug often go …

Artificial intelligence in drug discovery and development

KK Mak, YH Wong, MR Pichika - Drug Discovery and Evaluation: Safety …, 2023 - Springer
This chapter comprehensively explores the pivotal role of artificial intelligence (AI) in drug
discovery and development, encapsulating its potentials, methodologies, real-world …

Revolutionizing pharmaceutical research: harnessing machine learning for a paradigm shift in drug discovery

A Husnain, S Rasool, A Saeed… - International Journal of …, 2023 - jurnal.itscience.org
The fusion of machine learning (ML) and artificial intelligence (AI) is experiencing a dramatic
transition in the field of pharmaceutical research and development. This study examines the …