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堿金屬熱消融特性的超聲圖像紋理刻畫

Characterization of ultrasonic image texture for thermal ablation of alkali metal

作者: 楊鵬飛  王倩  陳柏?zé)?/a>  盛磊  劉靜 
單位:國家食品藥品監(jiān)督管理總局醫(yī)療器械技術(shù)審評中心(北京100044)
關(guān)鍵詞: 堿金屬合金;熱療;超聲成像;圖像紋理;熱消融 
分類號:R318;U 461;TP 308
出版年·卷·期(頁碼):2016·35·6(609-614)
摘要:

目的 堿金屬熱消融方法為腫瘤微創(chuàng)治療提供了一種有效手段,該療法結(jié)合了熱療與化療的雙重優(yōu)勢,具有顯著的臨床實用價值,但在熱療過程中無創(chuàng)監(jiān)測熱凝固區(qū),并在熱消融后判別熱凝固區(qū)進行療效評估是此消融手術(shù)的一個關(guān)鍵。本文擬采用超聲圖像對熱療進行評估,并選取出變化較大的紋理特征參數(shù)作為療效評估手段。方法 首先采集堿金屬消融后豬肉組織的B超圖像與正常組織的B超圖像,利用圖像紋理特征分析方法,評估灰度直方圖、灰度共生矩陣等19個參數(shù),統(tǒng)計20例實驗結(jié)果,獲得消融后變化率較大的參數(shù),作為組織是否熱凝固的判斷依據(jù)。結(jié)果 統(tǒng)計數(shù)據(jù)表明,堿金屬熱消融前后圖像紋理特征變化較大的有灰度直方圖中的灰度均值、灰度標準差以及灰度共生矩陣中0°和45°的對比度等4個參數(shù)。超聲圖像紋理特征可間接反映堿金屬熱消融的效果,并可作為熱凝固區(qū)的判別依據(jù)。當灰度值增大50%及以上、灰度標準差增加100%及以上、灰度共生矩陣中對比度增加30%及以上時,可判定此時組織為凝固組織。結(jié)論 本文為堿金屬熱消融方法的療效評估及實時監(jiān)測提供了一種有效手段,可為該療法的快速實用化提供參考。

Objective Thermal therapy by alkali metal provides an effective method for minimally invasive cancer treatment. In particular, with combined merits from both hyperthermia and chemotherapy, such method has a strong clinical practical value. However, it is a serious problem to monitor the thermal coagulation zone and evaluate the therapeutic effect after thermal ablation. In this work, certain image texture parameters of ultrasonic images with lager change are took out for therapeutic effect evaluation. Methods In the ultrasonic images of the normal pork tissues as well as those after the alkali metal ablation, 19 parameters, such as gray level histogram, gray level co-occurrence matrix, were analyzed with the method of image texture feature. Statistical results of 20 cases and parameters of the change rate were obtained. These parameters might be used as the basis to judge the tissue coagulation. Results Statistical data showed that the texture features: the mean of gray value and standard deviation in the gray histogram, the contrast of 0° and 45° in the gray level co-occurrence matrix, had a large variation after hyperthermia. Ultrasound image texture features could indirectly reflect the thermal ablation effect of alkali metal and be used as a criterion of thermal coagulation zone. When the gray value increased 50% and above, standard deviation increased 100% and above, the contrast in the gray level co-occurrence matrix increased 30% and above, the tissue could be judged as coagulation. Conclusions This paper provides an effective method for the therapeutic effect evaluation and real-time monitoring of the tumor ablation therapy by alkali metal.

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