Artificial intelligence in cancer target identification and drug discovery

Y You, X Lai, Y Pan, H Zheng, J Vera, S Liu… - … and Targeted Therapy, 2022 - nature.com
Artificial intelligence is an advanced method to identify novel anticancer targets and discover
novel drugs from biology networks because the networks can effectively preserve and …

Artificial intelligence in cancer research, diagnosis and therapy

O Elemento, C Leslie, J Lundin, G Tourassi - Nature Reviews Cancer, 2021 - nature.com
Artificial intelligence and machine learning techniques are breaking into biomedical
research and health care, which importantly includes cancer research and oncology, where …

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 …

Computational approaches for the identification of cancer genes and pathways

CM Dimitrakopoulos… - … Reviews: Systems Biology …, 2017 - Wiley Online Library
High‐throughput DNA sequencing techniques enable large‐scale measurement of somatic
mutations in tumors. Cancer genomics research aims at identifying all cancer‐related genes …

Network-based machine learning and graph theory algorithms for precision oncology

W Zhang, J Chien, J Yong, R Kuang - NPJ precision oncology, 2017 - nature.com
Network-based analytics plays an increasingly important role in precision oncology.
Growing evidence in recent studies suggests that cancer can be better understood through …

[HTML][HTML] Artificial intelligence assists precision medicine in cancer treatment

J Liao, X Li, Y Gan, S Han, P Rong, W Wang… - Frontiers in …, 2023 - frontiersin.org
Cancer is a major medical problem worldwide. Due to its high heterogeneity, the use of the
same drugs or surgical methods in patients with the same tumor may have different curative …

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 …

[HTML][HTML] Artificial intelligence to decode cancer mechanism: beyond patient stratification for precision oncology

SK Patel, B George, V Rai - Frontiers in Pharmacology, 2020 - frontiersin.org
The multitude of multi-omics data generated cost-effectively using advanced high-
throughput technologies has imposed challenging domain for research in Artificial …

Artificial intelligence in oncology

H Shimizu, KI Nakayama - Cancer science, 2020 - Wiley Online Library
Artificial intelligence (AI) has contributed substantially to the resolution of a variety of
biomedical problems, including cancer, over the past decade. Deep learning, a subfield of AI …

HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods

K Veselkov, G Gonzalez, S Aljifri, D Galea… - Scientific reports, 2019 - nature.com
Recent data indicate that up-to 30–40% of cancers can be prevented by dietary and lifestyle
measures alone. Herein, we introduce a unique network-based machine learning platform to …