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C# DataReader.GetFramesAndScanIntensitiesForAGivenMz方法代码示例

本文整理汇总了C#中DataReader.GetFramesAndScanIntensitiesForAGivenMz方法的典型用法代码示例。如果您正苦于以下问题:C# DataReader.GetFramesAndScanIntensitiesForAGivenMz方法的具体用法?C# DataReader.GetFramesAndScanIntensitiesForAGivenMz怎么用?C# DataReader.GetFramesAndScanIntensitiesForAGivenMz使用的例子?那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在DataReader的用法示例。


在下文中一共展示了DataReader.GetFramesAndScanIntensitiesForAGivenMz方法的1个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于系统推荐出更棒的C#代码示例。

示例1: PeakShapeScore

        /// <summary>
        /// The Peak shape score. Evaluating how "good" the peak looks. A good
        /// peak shape score indicates that the peak is not a result of noise
        /// or instrument errors. Mostly the feature intensity along is sufficient
        /// to exclude noise but a good shape score helps evaluating the experiment
        /// and thus the reliability of the data analysis result.
        /// </summary>
        /// <param name="reader">
        /// The reader.
        /// </param>
        /// <param name="massToleranceInPpm">
        /// The mass Tolerance In Ppm.
        /// </param>
        /// <param name="driftTimeToleranceInMs">
        /// The drift Time Tolerance In Scans.
        /// </param>
        /// <param name="imsPeak">
        /// The imsPeak.
        /// </param>
        /// <param name="voltageGroup">
        /// The voltage group.
        /// </param>
        /// <param name="targetMz">
        /// The Target MZ.
        /// </param>
        /// <param name="globalMaxIntensities">
        /// The global Max Intensities.
        /// </param>
        /// <param name="numberOfScans">
        /// The number Of Scans.
        /// </param>
        /// <returns>
        /// The <see cref="double"/>.
        /// </returns>
        public static double PeakShapeScore(StandardImsPeak imsPeak, DataReader reader, double massToleranceInPpm, double driftTimeToleranceInMs, VoltageGroup voltageGroup, double globalMaxIntensities, int numberOfScans)
        {
            int scanRep = imsPeak.PeakApex.DriftTimeCenterInScanNumber;
            double toleranceInMz = massToleranceInPpm / 1e6 * imsPeak.PeakApex.MzCenterInDalton;
            int scanWidth = (int)Math.Ceiling(driftTimeToleranceInMs / 1000 / voltageGroup.AverageTofWidthInSeconds);
            int scanWindowSize = scanWidth * 2 + 1;

            int scanNumberMin = scanRep - scanWidth;
            int scanNumberMax = scanRep + scanWidth;
            if ((scanNumberMin < 0) || (scanNumberMax > numberOfScans - 1))
            {
                return 0;
            }

            int[][] intensityWindow = reader.GetFramesAndScanIntensitiesForAGivenMz(
                voltageGroup.FirstFrameNumber,
                voltageGroup.LastFrameNumber,
                DataReader.FrameType.MS1,
                scanNumberMin,
                scanNumberMax,
                imsPeak.PeakApex.MzCenterInDalton,
                toleranceInMz);

            // Average the intensity window across frames
            int frames = intensityWindow.GetLength(0);
            double[] averagedPeak = new double[scanWindowSize];
            double highestPeak = 0;
            for (int i = 0; i < scanWindowSize; i++)
            {
                for (int j = 0; j < frames; j++)
                {
                    averagedPeak[i] += intensityWindow[j][i];
                }

                averagedPeak[i] /= frames;
                highestPeak = (averagedPeak[i] > highestPeak) ? averagedPeak[i] : highestPeak;
            }

            // For peaks with peak width lower than 3, return a peak score of 0

            // TODO get the intensity threshold here from the noise level instead.
            if (scanWindowSize >= 3)
            {
                if (averagedPeak[scanRep - scanNumberMin] < globalMaxIntensities * 0.0001
                    || averagedPeak[scanRep - scanNumberMin - 1] < globalMaxIntensities * 0.0001
                    || averagedPeak[scanRep - scanNumberMin + 1] < globalMaxIntensities * 0.0001)
                {
                    return 0;
                }
            }

            // Perform a statistical normality test
            double normalityScore = NormalityTest.PeakNormalityTest(averagedPeak, NormalityTest.JaqueBeraTest, 100, globalMaxIntensities);
            return normalityScore;
        }
开发者ID:PNNL-Comp-Mass-Spec,项目名称:IMS-Informed-Library,代码行数:89,代码来源:FeatureScoreUtilities.cs


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