Integration of artificial intelligence and precision oncology in Latin America.

Frontiers in Medical Technology Pub Date : 2022-10-13 eCollection Date: 2022-01-01 DOI:10.3389/fmedt.2022.1007822
Liliana Sussman, Juan Esteban Garcia-Robledo, Camila Ordóñez-Reyes, Yency Forero, Andrés F Mosquera, Alejandro Ruíz-Patiño, Diego F Chamorro, Andrés F Cardona
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引用次数: 1

Abstract

Next-generation medicine encompasses different concepts related to healthcare models and technological developments. In Latin America and the Caribbean, healthcare systems are quite different between countries, and cancer control is known to be insufficient and inefficient considering socioeconomically discrepancies. Despite advancements in knowledge about the biology of different oncological diseases, the disease remains a challenge in terms of diagnosis, treatment, and prognosis for clinicians and researchers. With the development of molecular biology, better diagnosis methods, and therapeutic tools in the last years, artificial intelligence (AI) has become important, because it could improve different clinical scenarios: predicting clinically relevant parameters, cancer diagnosis, cancer research, and accelerating the growth of personalized medicine. The incorporation of AI represents an important challenge in terms of diagnosis, treatment, and prognosis for clinicians and researchers in cancer care. Therefore, some studies about AI in Latin America and the Caribbean are being conducted with the aim to improve the performance of AI in those countries. This review introduces AI in cancer care in Latin America and the Caribbean, and the advantages and promising results that it has shown in this socio-demographic context.

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拉丁美洲人工智能与精准肿瘤学的整合。
下一代医学包含了与医疗模式和技术发展相关的不同概念。在拉丁美洲和加勒比地区,各国之间的卫生保健系统差异很大,考虑到社会经济差异,癌症控制是不充分和低效的。尽管对不同肿瘤疾病的生物学知识有了进步,但对于临床医生和研究人员来说,这种疾病在诊断、治疗和预后方面仍然是一个挑战。随着过去几年分子生物学、更好的诊断方法和治疗工具的发展,人工智能(AI)变得越来越重要,因为它可以改善不同的临床场景:预测临床相关参数、癌症诊断、癌症研究,并加速个性化医疗的发展。人工智能的结合对临床医生和研究人员在癌症护理方面的诊断、治疗和预后提出了重要挑战。因此,正在对拉丁美洲和加勒比地区的人工智能进行一些研究,目的是改善这些国家的人工智能表现。本综述介绍了人工智能在拉丁美洲和加勒比地区的癌症治疗,以及它在这一社会人口背景下显示的优势和有希望的结果。
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