利用癌症患者手术后检测转移时间间隔统计直方图插值预测肿瘤转移

Michael Shoikhedbrod
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引用次数: 0

摘要

预测癌症患者术后发生的肿瘤转移对癌症患者的生存起着至关重要的作用。对肿瘤转移的预测还有助于确定术后预防性治疗的效率。如今,肿瘤学家根据术后发现转移的癌症病人数量随时间呈指数下降的趋势来预测癌症病人术后恶性肿瘤转移的发现时间,这是不科学的,会导致对癌症病人术后转移发现时间的错误判断,从而导致对癌症病人的检查和预防性治疗不及时。统计学中的预测是通过多项式回归(在这种回归中,一对被研究的医学症状之间被确定为具有一定准确性的某种关系,称为回归)、多元线性回归(在这种回归中,被研究的症状与多种症状之间以线性形式确定为具有一定准确性的某种关系,称为回归)和逐步多元线性回归(在这种回归中,被研究的症状与多种症状之间也以线性形式确定为具有一定准确性的某种关系,称为回归)来进行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Prediction of Tumor Metastases, Using Interpolation of a Statistical Histogram of the Time Intervals of Detecting Metastases at Cancer Patients after Conducted Operation
Prediction of tumor metastases, occurring among cancer patients after surgery plays a vital role in the survival of cancer patients. Prediction of tumor metastases also permits to determine the efficiency of conducted after surgery prophylactic treatment. Today, oncologists expect detection of metastases of malignant neoplasms at cancer patients after operation in accordance with the exponential decrease over time of the number of cancer patients at whom metastases were detected after surgery, which is scientifically unfounded and leads to an incorrect determination of the moment of detection of metastases at cancer patient after operation, and therefore to untimely examination of a cancer patient and his preventive treatment. Predicting in statistics is carried out, using polynomial regression, where a certain relationship, called regression, with a certain accuracy between a pair of studied medical symptoms is determined, multiple linear regression, where a certain relationship, called regression, with a certain accuracy between studied symptom with multiple symptoms is determined in linear form and stepwise multiple linear regression, where a certain relationship, called regression, with a certain accuracy is determined also between studied symptom with multiple symptoms in a linear form.
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