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头颈部肿瘤中的大数据。

Big Data in Head and Neck Cancer.

机构信息

Head and Neck Medical Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.

Evaluative Epidemiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.

出版信息

Curr Treat Options Oncol. 2018 Oct 25;19(12):62. doi: 10.1007/s11864-018-0585-2.

Abstract

Head and neck cancers can be used as a paradigm for exploring "big data" applications in oncology. Computational strategies derived from big data science hold the promise of shedding new light on the molecular mechanisms driving head and neck cancer pathogenesis, identifying new prognostic and predictive factors, and discovering potential therapeutics against this highly complex disease. Big data strategies integrate robust data input, from radiomics, genomics, and clinical-epidemiological data to deeply describe head and neck cancer characteristics. Thus, big data may advance research generating new knowledge and improve head and neck cancer prognosis supporting clinical decision-making and development of treatment recommendations.

摘要

头颈部癌症可以作为探索肿瘤学“大数据”应用的范例。源自大数据科学的计算策略有望为驱动头颈部癌症发病机制的分子机制提供新的认识,确定新的预后和预测因素,并发现针对这种高度复杂疾病的潜在疗法。大数据策略整合了从放射组学、基因组学和临床流行病学数据中获取的强大数据输入,以对头颈部癌症的特征进行深入描述。因此,大数据可以促进研究,产生新知识,改善头颈部癌症的预后,为临床决策和治疗建议的制定提供支持。

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