Formula prediction error PE (difference of the SEQ measured after cataract surgery minus the formula predicted SEQ) for the Hoffer Q (pACD), the Holladay 1 (SF), Haigis (a0/a1/a2), and Castrop formula (C / H / R).
收藏Figshare2023-02-24 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Formula_prediction_error_PE_difference_of_the_SEQ_measured_after_cataract_surgery_minus_the_formula_predicted_SEQ_for_the_Hoffer_Q_pACD_the_Holladay_1_SF_Haigis_a0_a1_a2_and_Castrop_formula_C_H_R_/22159345
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资源简介:
SD refers to the standard deviation, 2.5% quantile and 97.5% quantile to the lower and upper boundary of the 95% confidence interval, and IQR to the interquartile range as the difference between the 75% and the 25% quantile. Formula constant optimisation was performed to minimise the sum of squared prediction errors PE. Situation A) refers to the ‘classical’ formulae with standard nK/nC values, with situation B) the formula constants and nK/nC in the main part of the formula were varied for optimisation, with situation C) the formula constants and nK/nC in the main part of the formula were varied to minimise for PE and the PE trend error over corneal radius, and with situation D) a standard optimisation was performed using the nK/nC value from situation B) derived from the other dataset in terms of a cross-validation.
本文中,SD(standard deviation,标准差)、2.5%分位数与97.5%分位数分别指代95%置信区间的上下限,而IQR(interquartile range,四分位距)指75%分位数与25%分位数的差值。本研究通过公式常数优化以最小化预测误差平方和(PE)。其中场景A指代采用标准nK/nC取值的「经典」公式;场景B为对公式常数及公式主体部分的nK/nC进行调整以完成优化;场景C为调整公式常数及公式主体部分的nK/nC,以最小化PE以及随角膜曲率半径变化的PE趋势误差;场景D则采用基于另一数据集通过交叉验证得到的场景B的nK/nC取值,执行标准优化流程。
创建时间:
2023-02-24



