Artificial intelligence: A transformative tool in precision oncology.

Q2 Medicine Oncotarget Pub Date : 2024-08-26 DOI:10.18632/oncotarget.28639
Jeremy McGale, Matthew J Liao, Egesta Lopci, Aurélien Marabelle, Laurent Dercle
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Abstract

Artificial intelligence (AI) is revolutionizing society and healthcare, offering new possibilities for precision medicine. Immunotherapy in oncology (IO) has similarly transformed cancer treatment through novel mechanisms of therapeutic action, but has also led to atypical response patterns that challenge traditional methods for response evaluation. This editorial explores the role of AI in addressing these challenges through the development of new biomarkers for precise disease characterization, and in particular those built on imaging for the early response assessment of patients diagnosed with cancer and treated with IO. Properly leveraged AI-based techniques could herald a new era of precision medicine guided by non-invasive, imaging-based disease evaluation.

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人工智能:精准肿瘤学的变革性工具。
人工智能(AI)正在彻底改变社会和医疗保健,为精准医疗提供了新的可能性。肿瘤免疫疗法(IO)通过新的治疗作用机制同样改变了癌症治疗,但也导致了非典型反应模式,对传统的反应评估方法提出了挑战。这篇社论探讨了人工智能在应对这些挑战中的作用,即通过开发新的生物标志物来精确描述疾病特征,特别是那些基于成像技术的生物标志物,用于对确诊为癌症并接受 IO 治疗的患者进行早期反应评估。适当利用基于人工智能的技术,可以开创一个以非侵入性、基于成像的疾病评估为指导的精准医疗新时代。
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来源期刊
Oncotarget
Oncotarget Oncogenes-CELL BIOLOGY
CiteScore
6.60
自引率
0.00%
发文量
129
审稿时长
1.5 months
期刊介绍: Information not localized
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