The role of AI in drug discovery: challenges, opportunities, and strategies
A Blanco-Gonzalez, A Cabezon, A Seco-Gonzalez… - Pharmaceuticals, 2023 - mdpi.com
Artificial intelligence (AI) has the potential to revolutionize the drug discovery process,
offering improved efficiency, accuracy, and speed. However, the successful application of AI …
offering improved efficiency, accuracy, and speed. However, the successful application of AI …
An updated review of computer‐aided drug design and its application to COVID‐19
The recent outbreak of the deadly coronavirus disease 19 (COVID‐19) pandemic poses
serious health concerns around the world. The lack of approved drugs or vaccines continues …
serious health concerns around the world. The lack of approved drugs or vaccines continues …
The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance
S Benzidia, N Makaoui, O Bentahar - Technological forecasting and social …, 2021 - Elsevier
Big data analytics and artificial intelligence (BDA-AI) technologies have attracted increasing
interest in recent years from academics and practitioners. However, few empirical studies …
interest in recent years from academics and practitioners. However, few empirical studies …
[HTML][HTML] Artificial intelligence and machine learning in drug discovery and development
V Patel, M Shah - Intelligent Medicine, 2022 - Elsevier
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 …
reduced the human workload improved quality of life significantly. This article describes the …
Drug repositioning: new approaches and future prospects for life-debilitating diseases and the COVID-19 pandemic outbreak
Traditionally, drug discovery utilises a de novo design approach, which requires high cost
and many years of drug development before it reaches the market. Novel drug development …
and many years of drug development before it reaches the market. Novel drug development …
Evolving scenario of big data and Artificial Intelligence (AI) in drug discovery
MK Tripathi, A Nath, TP Singh, AS Ethayathulla… - Molecular Diversity, 2021 - Springer
The accumulation of massive data in the plethora of Cheminformatics databases has made
the role of big data and artificial intelligence (AI) indispensable in drug design. This has …
the role of big data and artificial intelligence (AI) indispensable in drug design. This has …
The new era of drug discovery: The power of computer-aided drug design (CADD)
IJS Nascimento, TM de Aquino… - Letters in Drug …, 2022 - ingentaconnect.com
Drug design and discovery is a process that requires high financial costs and is
timeconsuming. For many years, this process focused on empirical pharmacology. However …
timeconsuming. For many years, this process focused on empirical pharmacology. However …
A comprehensive review on recent approaches for cancer drug discovery associated with artificial intelligence
S Pandiyan, L Wang - Computers in Biology and Medicine, 2022 - Elsevier
Through the revolutionization of artificial intelligence (AI) technologies in clinical research,
significant improvement is observed in diagnosis of cancer. Utilization of these AI …
significant improvement is observed in diagnosis of cancer. Utilization of these AI …
Self-supervised learning with chemistry-aware fragmentation for effective molecular property prediction
Molecular property prediction (MPP) is a crucial and fundamental task for AI-aided drug
discovery (AIDD). Recent studies have shown great promise of applying self-supervised …
discovery (AIDD). Recent studies have shown great promise of applying self-supervised …
Machine Learning Empowering Drug Discovery: Applications, Opportunities and Challenges
X Qi, Y Zhao, Z Qi, S Hou, J Chen - Molecules, 2024 - mdpi.com
Drug discovery plays a critical role in advancing human health by developing new
medications and treatments to combat diseases. How to accelerate the pace and reduce the …
medications and treatments to combat diseases. How to accelerate the pace and reduce the …