Artificial intelligence-driven biomedical genomics

K Guo, M Wu, Z Soo, Y Yang, Y Zhang, Q Zhang… - Knowledge-Based …, 2023 - Elsevier
As genomic research becomes more complex and data-rich, artificial intelligence (AI) has
emerged as a crucial tool for processing and analyzing high-dimensional genomic data …

[HTML][HTML] Artificial intelligence in clinical and genomic diagnostics

R Dias, A Torkamani - Genome medicine, 2019 - Springer
Artificial intelligence (AI) is the development of computer systems that are able to perform
tasks that normally require human intelligence. Advances in AI software and hardware …

Emerging applications of machine learning in genomic medicine and healthcare

N Chafai, L Bonizzi, S Botti… - Critical Reviews in Clinical …, 2024 - Taylor & Francis
The integration of artificial intelligence technologies has propelled the progress of clinical
and genomic medicine in recent years. The significant increase in computing power has …

Artificial intelligence and machine learning approaches using gene expression and variant data for personalized medicine

S Vadapalli, H Abdelhalim, S Zeeshan… - Briefings in …, 2022 - academic.oup.com
Precision medicine uses genetic, environmental and lifestyle factors to more accurately
diagnose and treat disease in specific groups of patients, and it is considered one of the …

[HTML][HTML] Translating cancer genomics into precision medicine with artificial intelligence: applications, challenges and future perspectives

J Xu, P Yang, S Xue, B Sharma, M Sanchez-Martin… - Human genetics, 2019 - Springer
In the field of cancer genomics, the broad availability of genetic information offered by next-
generation sequencing technologies and rapid growth in biomedical publication has led to …

[HTML][HTML] Revolutionizing cancer research: the impact of artificial intelligence in digital biobanking

C Frascarelli, G Bonizzi, CR Musico, E Mane… - Journal of Personalized …, 2023 - mdpi.com
Background. Biobanks are vital research infrastructures aiming to collect, process, store, and
distribute biological specimens along with associated data in an organized and governed …

[HTML][HTML] Opportunities for artificial intelligence in advancing precision medicine

FV Filipp - Current genetic medicine reports, 2019 - Springer
Abstract Purpose of Review We critically evaluate the future potential of machine learning
(ML), deep learning (DL), and artificial intelligence (AI) in precision medicine. The goal of …

[HTML][HTML] Artificial intelligence and machine learning in precision and genomic medicine

S Quazi - Medical Oncology, 2022 - Springer
The advancement of precision medicine in medical care has led behind the conventional
symptom-driven treatment process by allowing early risk prediction of disease through …

Integrative AI-driven strategies for advancing precision medicine in infectious diseases and beyond: a novel multidisciplinary approach

RH Allami, MG Yousif - arXiv preprint arXiv:2307.15228, 2023 - arxiv.org
Precision medicine, tailored to individual patients based on their genetics, environment, and
lifestyle, shows promise in managing complex diseases like infections. Integrating artificial …

[HTML][HTML] AI in health: state of the art, challenges, and future directions

F Wang, A Preininger - Yearbook of medical informatics, 2019 - thieme-connect.com
Introduction: Artificial intelligence (AI) technologies continue to attract interest from a broad
range of disciplines in recent years, including health. The increase in computer hardware …