An overview of artificial intelligence in oncology

Autor: Eduardo Farina, Jacqueline J Nabhen, Maria Inez Dacoregio, Felipe Batalini, Fabio Y Moraes
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Future Science OA, Vol 8, Iss 4 (2022)
Druh dokumentu: article
ISSN: 2056-5623
DOI: 10.2144/fsoa-2021-0074
Popis: Cancer is associated with significant morbimortality globally. Advances in screening, diagnosis, management and survivorship were substantial in the last decades, however, challenges in providing personalized and data-oriented care remain. Artificial intelligence (AI), a branch of computer science used for predictions and automation, has emerged as potential solution to improve the healthcare journey and to promote precision in healthcare. AI applications in oncology include, but are not limited to, optimization of cancer research, improvement of clinical practice (eg., prediction of the association of multiple parameters and outcomes – prognosis and response) and better understanding of tumor molecular biology. In this review, we examine the current state of AI in oncology, including fundamentals, current applications, limitations and future perspectives.
Databáze: Directory of Open Access Journals