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 …

Role of Artificial Intelligence in Drug Discovery and Target Identification in Cancer

V Sharma, A Singh, S Chauhan… - Current Drug …, 2024 - ingentaconnect.com
Drug discovery and development (DDD) is a highly complex process that necessitates
precise monitoring and extensive data analysis at each stage. Furthermore, the DDD …

The incipient role of computational intelligence in oncology: drug designing, discovery, and development

R Karwasra, K Khanna, S Singh, S Ahmad… - … Intelligence in Oncology …, 2022 - Springer
Computational intelligence (CI) approaches are multi-layered neural networks having robust
reasoning, logical, and self-regulating capability to learn that highly simulate the human …

Application of computational biology and artificial intelligence technologies in cancer precision drug discovery

N Nagarajan, EKY Yapp, NQK Le… - BioMed research …, 2019 - Wiley Online Library
Artificial intelligence (AI) proves to have enormous potential in many areas of healthcare
including research and chemical discoveries. Using large amounts of aggregated data, the …

Artificial intelligence and cancer drug development

F Yang, JA Darsey, A Ghosh, HY Li… - Recent Patents on …, 2022 - ingentaconnect.com
Background: The development of cancer drugs is among the most focused “bench to
bedside activities” to improve human health. Because of the amount of data publicly …

[HTML][HTML] Advances and perspectives in applying deep learning for drug design and discovery

CF Lipinski, VG Maltarollo, PR Oliveira… - Frontiers in Robotics …, 2019 - frontiersin.org
Discovering (or planning) a new drug candidate involves many parameters, which makes
this process slow, costly, and leading to failures at the end in some cases. In the last …

Artificial intelligence in cancer diagnosis and therapy: Current status and future perspective

M Sufyan, Z Shokat, UA Ashfaq - Computers in Biology and Medicine, 2023 - Elsevier
Artificial intelligence (AI) in healthcare plays a pivotal role in combating many fatal diseases,
such as skin, breast, and lung cancer. AI is an advanced form of technology that uses …

Applications of artificial intelligence to drug design and discovery in the big data era: a comprehensive review

N Tripathi, MK Goshisht, SK Sahu, C Arora - Molecular Diversity, 2021 - Springer
Artificial intelligence (AI) renders cutting-edge applications in diverse sectors of society. Due
to substantial progress in high-performance computing, the development of superior …

[HTML][HTML] Discovering Anti-Cancer Drugs via Computational Methods

W Cui, A Aouidate, S Wang, Q Yu, Y Li… - Frontiers in …, 2020 - frontiersin.org
New drug discovery has been acknowledged as a complicated, expensive, time-consuming,
and challenging project. It has been estimated that around 12 years and 2.7 billion USD, on …

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 …