影像组学方法在心血管疾病诊疗中的研究进展

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【Abstract】Cardiovascular disease wastheleadingcauseof death.Microscopicchanges ingeneorprotein patemsarereflectedin macroscopic images.Deepminingofimagefeaturescanrefletthechanges inumantisues，cellndgenesRadiomicscanextractalarge numberofhigh-throughutimaginginformation，hichananalyzediseaseinformationmoreojectivelyandcomprehensivelyndasa potentialroleinpromotingdiseasedagosis，treatmentseletionndprogosisevaluatioAtpresent，tasecomeoeofteiport methodstoimprovethediagnosisandtreatmentofcardiovasculardiseases.Inordertoexploreteprogressofadiomicsincardioascular diseasesbetertsicletgingagosicolsachodsdlcatiofdiocsfusinoc progressofradiomicsinoronaryrteryiseasendardiomyopathy，soastoprovideneresearchideasforthdiagosisandtreatentf cardiovascular diseases based on imaging.

【Keywords】 Cardiovascular disease;Radiomics;Machine learning;Multi-omics

中国人口老龄化及城镇化进程的加速，导致人口结构、社会经济以及流行病学危险因素变化，心血管疾病（cardiovasculardisease，CVD）死亡率仍居疾病死亡首位[]，成为重大的公共卫生问题，给中国医疗卫生事业带来巨大挑战，因此CVD早期预防、诊断和治疗对于改善患者预后，减轻经济负担与避免医疗资源浪费尤为重要[2]。（剩余9409字）