人工智能驱动的精确性：揭示肿瘤微环境，为个性化癌症治疗开辟新前沿

IF 6.9 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS

Intelligent medicine Pub Date : 2025-05-01 DOI:10.1016/j.imed.2025.02.001

Songwei Feng , Xia Yin , Yang Shen

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引用次数: 0

摘要

肿瘤微环境（TME）是癌症进展和治疗反应的关键决定因素。基于对TME的深入分析，个体化肿瘤治疗的出现代表了肿瘤学的革命性转变。人工智能（AI）通过多组学集成、空间建模和预测分析，为分析和破译TME的复杂性提供了无与伦比的能力。通过将计算创新与临床见解相结合，人工智能正在推动精准医疗的新范式。这篇社论探讨了人工智能在个体化肿瘤治疗中的变革潜力，强调了推进这一领域的突破性应用和战略方向。

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Artificial intelligence-powered precision: Unveiling the tumor microenvironment for a new frontier in personalized cancer therapy

The tumor microenvironment (TME) is a pivotal determinant of cancer progression and therapeutic response. The advent of individualized tumor therapy, based on the in-depth analysis of the TME, represents a revolutionary transformation in oncology. Artificial intelligence (AI) provides unparalleled capabilities to analyze and decipher the complexities of the TME through multi-omics integration, spatial modeling, and predictive analytics. By combining computational innovations with clinical insights, AI is driving a new paradigm in precision medicine. This editorial explores the transformative potential of AI in individualized tumor therapy, highlighting the groundbreaking applications and strategic directions to advance this field.

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来源期刊

Intelligent medicine Surgery, Radiology and Imaging, Artificial Intelligence, Biomedical Engineering

CiteScore

5.20

自引率

0.00%

发文量