首页|整合影像组学于多组学研究:揭开肿瘤精准诊疗新视角

整合影像组学于多组学研究:揭开肿瘤精准诊疗新视角

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肿瘤是威胁全人类健康的重大公共卫生问题.近年来,随着基于大数据的生物信息学的高速发展,各种组学研究方法在肿瘤诊治方面展现了重要潜能.其中,影像组学的兴起扩大了医学影像在肿瘤精准诊疗领域的应用范畴.然而,由于肿瘤的发生和发展涉及多层次的多种因素,单一组学信息仍难以满足推进肿瘤精准诊疗策略发展的需求,多组学研究成为了新兴趋势.其中,将影像组学与其他组学整合的研究思路为肿瘤个体化诊疗提供了全新的视角,但同时也面临着诸多挑战,仍有必要引入更多新技术、新理论,加速肿瘤精准诊疗的进程.
Integrating radiomics into multi-omics research:unveiling new perspectives on precision oncology
Cancer presents a significant global public health challenge,impacting human health on a broad scale.In recent years,the rapid advancement of big data-based bioinformatics has unveiled crucial potential in precision oncology through various omics research methods.The advent of radiomics has notably expanded the application scope of medical imaging in the field.However,due to the multi-level and multifactorial nature of tumor initiation and progression,a single omics information remains insufficient to meet the demands for advancing precision oncology strategies.Multi-omics research has become an emerging trend.The research paradigm integrating radiomics with other omics offers a novel perspective for personalized decision-making in oncology.Nevertheless,there persists a need to introduce more integrated new technologies and theories to expedite the progress of this field.

radiomicsmulti-omics researchartificial intelligenceprecision oncology

黄燕琪、刘再毅

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南方医科大学附属广东省人民医院(广东省医学科学院)放射科(广州 510080)

广东省医学影像智能分析与应用重点实验室(广州 510080)

影像组学 多组学研究 人工智能 肿瘤精准诊疗

广东省科技计划广东省自然科学基金青年提升项目

2022B12120100112023A1515030251

2024

中国普外基础与临床杂志
四川大学华西医院

中国普外基础与临床杂志

CSTPCD
影响因子:0.858
ISSN:1007-9424
年,卷(期):2024.31(3)
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