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annotate msi_preprocessing.xml @ 1:c4abf42419c2 draft

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planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
author galaxyp
date Fri, 24 Nov 2017 18:08:19 -0500
parents 74fcb3c95a53
children 50ba097d03e0
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c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
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1 <tool id="mass_spectrometry_imaging_preprocessing" name="MSI preprocessing" version="1.7.0.1">
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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2 <description>
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3 mass spectrometry imaging preprocessing
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4 </description>
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5 <requirements>
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6 <requirement type="package" version="1.7.0">bioconductor-cardinal</requirement>
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7 </requirements>
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8 <command detect_errors="exit_code">
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9 <![CDATA[
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10
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11 #if $infile.ext == 'imzml'
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12 cp '${infile.extra_files_path}/imzml' infile.imzML &&
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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13 cp '${infile.extra_files_path}/ibd' infile.ibd &&
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14 #elif $infile.ext == 'analyze75'
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15 cp '${infile.extra_files_path}/hdr' infile.hdr &&
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16 cp '${infile.extra_files_path}/img' infile.img &&
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17 cp '${infile.extra_files_path}/t2m' infile.t2m &&
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18 #else
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19 ln -s '$infile' infile.RData &&
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20 #end if
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21 cat '${cardinal_preprocessing}' &&
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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22 Rscript '${cardinal_preprocessing}'
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23
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24 ]]>
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25 </command>
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26 <configfiles>
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27 <configfile name="cardinal_preprocessing"><![CDATA[
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28 library(Cardinal)
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29
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30 #if $infile.ext == 'imzml'
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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31 msidata <- readMSIData('infile.imzML')
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32 #elif $infile.ext == 'analyze75'
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33 msidata <- readMSIData('infile.hdr')
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34 #else
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35 load('infile.RData')
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36 #end if
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37
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
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38
0
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39 maxpixel = length(pixels(msidata))
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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40 pixelnumber = c(1:maxpixel)
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41
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42 #for $method in $methods:
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43 #if str( $method.methods_conditional.preprocessing_method ) == 'Normalization':
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44 print('Normalization')
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45 ##normalization
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46 msidata <- normalize(msidata, pixel=pixelnumber, method="tic")
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47
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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48 #elif str( $method.methods_conditional.preprocessing_method ) == 'Baseline_reduction':
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49 print('Baseline_reduction')
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50 ##baseline reduction
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51 msidata = reduceBaseline(msidata, pixel=pixelnumber, method="median", blocks=$method.methods_conditional.blocks_baseline)
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52
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53 #elif str( $method.methods_conditional.preprocessing_method ) == 'Smoothing':
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54 print('Smoothing')
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55 ## Smoothing
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56
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57 #if str( $method.methods_conditional.methods_for_smoothing.smoothing_method) == 'gaussian':
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58 print('gaussian smoothing')
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59 msidata <- smoothSignal(msidata, method="$method.methods_conditional.methods_for_smoothing.smoothing_method", window=$method.methods_conditional.window_smoothing, sd = $method.methods_conditional.methods_for_smoothing.sd_gaussian)
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60 #elif str( $method.methods_conditional.methods_for_smoothing.smoothing_method) == 'sgolay':
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61 print('sgolay smoothing')
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62 msidata <- smoothSignal(msidata, method="$method.methods_conditional.methods_for_smoothing.smoothing_method", window=$method.methods_conditional.window_smoothing, order = $method.methods_conditional.methods_for_smoothing.order_of_filters)
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63 #elif str($method.methods_conditional.methods_for_smoothing.smoothing_method) == 'ma':
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64 print('sgolay smoothing')
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65 msidata <- smoothSignal(msidata, method="$method.methods_conditional.methods_for_smoothing.smoothing_method", window=$method.methods_conditional.window_smoothing, coef = $method.methods_conditional.methods_for_smoothing.coefficients_ma_filter)
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66 #end if
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67
1
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68
0
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69 #elif str( $method.methods_conditional.preprocessing_method) == 'Peak_picking':
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70 print('Peak_picking')
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71 ## Peakpicking
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72
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73 #if str( $method.methods_conditional.methods_for_picking.picking_method) == 'adaptive':
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74 print('adaptive peakpicking')
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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75 msidata = peakPick(msidata, pixel=pixelnumber, window = $method.methods_conditional.window_picking, blocks = $method.methods_conditional.blocks_picking, method='$method.methods_conditional.methods_for_picking.picking_method', SNR=$method.methods_conditional.SNR_picking_method, spar=$method.methods_conditional.methods_for_picking.spar_picking)
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76
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77 #elif str( $method.methods_conditional.methods_for_picking.picking_method) == 'limpic':
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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78 print('limpic peakpicking')
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79 msidata = peakPick(msidata, pixel=pixelnumber, window = $method.methods_conditional.window_picking, blocks = $method.methods_conditional.blocks_picking, method='$method.methods_conditional.methods_for_picking.picking_method', SNR=$method.methods_conditional.SNR_picking_method, thresh=$method.methods_conditional.methods_for_picking.tresh_picking)
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80
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81 #elif str( $method.methods_conditional.methods_for_picking.picking_method) == 'simple':
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82 print('simple peakpicking')
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83 msidata = peakPick(msidata, pixel=pixelnumber, window = $method.methods_conditional.window_picking, blocks = $method.methods_conditional.blocks_picking, method='$method.methods_conditional.methods_for_picking.picking_method', SNR=$method.methods_conditional.SNR_picking_method)
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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84 #end if
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85
1
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86
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87
0
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88 #elif str( $method.methods_conditional.preprocessing_method ) == 'Peak_alignment':
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89 print('Peak_alignment')
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90 ## Peakalignment
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91
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92 #if str( $method.methods_conditional.methods_for_alignment.alignment_method) == 'diff':
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93 print('diff peaklignment')
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94 msidata = peakAlign(msidata, method='$method.methods_conditional.methods_for_alignment.alignment_method',diff.max =$method.methods_conditional.methods_for_alignment.value_diffalignment, units = "$method.methods_conditional.methods_for_alignment.units_diffalignment")
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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95
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96 #elif str( $method.methods_conditional.methods_for_alignment.alignment_method) == 'DP':
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97 print('DPpeaklignment')
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98 msidata = peakAlign(msidata, method='$method.methods_conditional.methods_for_alignment.alignment_method',gap = $method.methods_conditional.methods_for_alignment.gap_DPalignment )
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99 #end if
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100
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101 #elif str( $method.methods_conditional.preprocessing_method) == 'Peak_filtering':
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102 print('Peak_filtering')
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103 msidata = peakFilter(msidata, method='freq', freq.min = $method.methods_conditional.frequ_filtering)
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104 #end if
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105 #end for
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106
1
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107
0
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108 ## save as as (.RData)
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109 save(msidata, file="$msidata_preprocessed")
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110
1
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111 if (length(features(msidata))> 0)
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112 {
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113
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114 ## save as intensity matrix
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115 spectramatrix = spectra(msidata)
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116 rownames(spectramatrix) = mz(msidata)
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117 newmatrix = rbind(pixels(msidata), spectramatrix)
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118 write.table(newmatrix[2:nrow(newmatrix),], file="$matrixasoutput", quote = FALSE, row.names = TRUE, col.names=NA, sep = "\t")
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119
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120 }else{
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121 print("file has no features left")
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122 write.table(matrix(rownames(coord(msidata)), ncol=ncol(msidata), nrow=1), file="$matrixasoutput", quote = FALSE, row.names = FALSE, col.names=FALSE, sep = "\t")
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123 }
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124
0
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125
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126 ]]></configfile>
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127 </configfiles>
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128 <inputs>
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129 <param name="infile" type="data" format="imzml,rdata,analyze75"
1
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130 label="MSI rawdata as imzml or Cardinal MSImageSet saved as RData"
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131 help="load imzml and ibd file by uploading composite datatype imzml"/>
0
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132 <repeat name="methods" title="Preprocessing" min="1" max="50">
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133 <conditional name="methods_conditional">
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134 <param name="preprocessing_method" type="select" label="Select the preprocessing methods you want to apply">
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135 <option value="Normalization" selected="True">Normalization to TIC</option>
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136 <option value="Baseline_reduction">Baseline Reduction</option>
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137 <option value="Smoothing">Peak smoothing</option>
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138 <option value="Peak_picking">Peak picking</option>
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139 <option value="Peak_alignment">Peak alignment</option>
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140 <option value="Peak_filtering">Peak filtering</option>
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141 </param>
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142 <when value="Normalization"/>
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143 <when value="Baseline_reduction">
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144 <param name="blocks_baseline" type="integer" value="50"
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145 label="blocks"/>
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146 </when>
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147 <when value="Smoothing">
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148 <conditional name="methods_for_smoothing">
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149 <param name="smoothing_method" type="select" label="Smoothing method">
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150 <option value="gaussian" selected="True">gaussian</option>
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151 <option value="sgolay">Savitsky-Golay</option>
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152 <option value="ma">moving average</option>
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153 </param>
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154 <when value="gaussian">
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155 <param name="sd_gaussian" type="float" value="4"
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156 label="The standard deviation for the Gaussian kernel (window/sd)"/>
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157 </when>
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158 <when value="sgolay">
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159 <param name="order_of_filters" type="integer" value="3"
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160 label="The order of the smoothing filter"/>
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161 </when>
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162 <when value="ma">
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163 <param name="coefficients_ma_filter" type="integer" value="1"
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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164 label="The coefficients for the moving average filter"/>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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165 </when>
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166 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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167 <param name="window_smoothing" type="integer" value="9"
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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168 label="Window size"/>
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169 </when>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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170 <when value="Peak_picking">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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171 <param name="SNR_picking_method" type="integer" value="3"
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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172 label="Signal to noise ratio"
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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173 help="The minimal signal to noise ratio for peaks to be considered as a valid peak."/>
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174 <param name="blocks_picking" type="integer" value="100" label = "number of blocks"
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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175 help="Number of blocks in which to divide mass spectrum to calculate noise"/>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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176 <param name="window_picking" type="integer" value="5" label= "window size" help="Window width for seeking local maxima"/>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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177 <conditional name="methods_for_picking">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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178 <param name="picking_method" type="select" label="Peak picking method" help = "only simple works for processed imzML files">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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179 <option value="adaptive" selected="True">adaptive</option>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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180 <option value="limpic">limpic</option>
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181 <option value="simple">simple</option>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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182 </param>
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183 <when value="adaptive">
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184 <param name="spar_picking" type="float" value="1.0"
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185 label="spar value"
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186 help = "Smoothing parameter for the spline smoothing
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187 applied to the spectrum in order to decide the cutoffs
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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188 for throwing away false noise spikes that might occur inside peaks"/>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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189 </when>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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190 <when value="limpic">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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191 <param name="tresh_picking" type="float" value="0.75"
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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192 label="thresh value" help = "The thresholding quantile to use when comparing slopes in order to throw away peaks that are too flat"/>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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193 </when>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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194 <when value="simple"/>
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195 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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196 </when>
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197 <when value="Peak_alignment">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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198 <conditional name="methods_for_alignment">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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199 <param name="alignment_method" type="select" label="Alignment method">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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200 <option value="diff" selected="True">diff</option>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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201 <option value="DP">DP</option>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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202 </param>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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203 <when value="diff">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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204 <param name="value_diffalignment" type="integer" value="200"
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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205 label="diff.max" help="Peaks that differ less than this value will be aligned together"/>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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206 <param name="units_diffalignment" type="select" display = "radio" optional = "False"
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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207 label="units" help= "The coefficients for the moving average filter">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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208 <option value="ppm" selected="True">ppm</option>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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209 <option value="Da">Da</option>
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210 </param>
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211 </when>
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212 <when value="DP">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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213 <param name="gap_DPalignment" type="integer" value="0"
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214 label="gap" help = "The gap penalty for the dynamic programming sequence alignment"/>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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215 </when>
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216 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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217 </when>
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218 <when value="Peak_filtering">
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219 <param name="frequ_filtering" type="float" value="1"
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220 label="freq.min" help = "Peaks that occur in the dataset fewer times than this will be removed"/>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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221 </when>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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222 </conditional>
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223 </repeat>
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224 </inputs>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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225 <outputs>
1
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226 <data format="rdata" name="msidata_preprocessed" label="${tool.name} on $infile.display_name"/>
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227 <data format="tabular" name="matrixasoutput" label="${tool.name} on $infile.display_name" />
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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228 </outputs>
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229 <tests>
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230 <test>
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231 <param name="infile" value="" ftype="imzml">
1
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232 <composite_data value="Example_Continuous.imzML"/>
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
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233 <composite_data value="Example_Continuous.ibd"/>
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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234 </param>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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235 <repeat name="methods">
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236 <conditional name="methods_conditional">
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237 <param name="preprocessing_method" value="Normalization" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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238 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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239 </repeat>
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240 <repeat name="methods">
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241 <conditional name="methods_conditional">
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
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242 <param name="preprocessing_method" value="Baseline_reduction" />
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
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243 <param name="blocks_baseline" value="100" />
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244 </conditional>
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
245 </repeat>
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
246 <repeat name="methods">
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
247 <conditional name="methods_conditional">
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
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248 <param name="preprocessing_method" value="Smoothing" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
249 <conditional name="methods_for_smoothing">
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
250 <param name="smoothing_method" value="gaussian" />
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
251 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
252 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
253 </repeat>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
254 <repeat name="methods">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
255 <conditional name="methods_conditional">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
256 <param name="preprocessing_method" value="Peak_picking" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
257 <conditional name="methods_for_picking">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
258 <param name="picking_method" value="adaptive" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
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259 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
260 <param name="blocks_picking" value="3" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
261 <param name="window_picking" value="3" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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262 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
263 </repeat>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
264 <repeat name="methods">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
265 <conditional name="methods_conditional">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
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266 <param name="preprocessing_method" value="Peak_alignment" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
267 <conditional name="methods_for_alignment">
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
268 <param name="alignment_method" value="diff" />
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
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269 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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270 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
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271 </repeat>
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
272 <!--repeat name="methods">
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
273 <conditional name="methods_conditional">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
274 <param name="preprocessing_method" value="Peak_filtering" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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275 </conditional>
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
276 </repeat-->
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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277 <output name="msidata_preprocessed" file="preprocessing_results1.RData" compare="sim_size" />
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
278 <output name="matrixasoutput" file="preprocessing_results1.txt" />
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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279 </test>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
280 <test>
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
281 <param name="infile" value="example_continous.RData" ftype="rdata"/>
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
282 <!--repeat name="methods">
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
283 <conditional name="methods_conditional">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
284 <param name="preprocessing_method" value="Baseline_reduction" />
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
285 <param name="blocks_baseline" value="3" />
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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286 </conditional>
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
287 </repeat-->
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
288 <repeat name="methods">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
289 <conditional name="methods_conditional">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
290 <param name="preprocessing_method" value="Peak_picking" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
291 <param name="blocks_picking" value="3" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
292 <param name="window_picking" value="5" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
293 <param name="methods_for_picking" value="simple" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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294 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
295 </repeat>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
296 <repeat name="methods">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
297 <conditional name="methods_conditional">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
298 <param name="preprocessing_method" value="Peak_alignment" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
299 <param name="methods_for_alignment" value="DP" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
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300 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
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301 </repeat>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
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302 <output name="msidata_preprocessed" file="preprocessing_results2.RData" compare="sim_size" />
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
303 <output name="matrixasoutput" file="preprocessing_results2.txt" lines_diff="2" />
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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304 </test>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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305 <test>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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306 <param name="infile" value="" ftype="analyze75">
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
307 <composite_data value="Analyze75.hdr"/>
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
308 <composite_data value="Analyze75.img"/>
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
309 <composite_data value="Analyze75.t2m"/>
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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310 </param>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
311 <repeat name="methods">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
312 <conditional name="methods_conditional">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
313 <param name="preprocessing_method" value="Normalization" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
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314 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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diff changeset
315 </repeat>
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
316 <!--repeat name="methods">
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
317 <conditional name="methods_conditional">
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
318 <param name="preprocessing_method" value="Baseline_reduction" />
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
319 <param name="blocks_baseline" value="50" />
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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320 </conditional>
1
c4abf42419c2 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit a8eebad4ad469908f64c25e1e2c705eb637e3cae
galaxyp
parents: 0
diff changeset
321 </repeat-->
0
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
322 <repeat name="methods">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
323 <conditional name="methods_conditional">
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
324 <param name="preprocessing_method" value="Peak_picking" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
325 <param name="blocks_picking" value="3" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
326 <param name="window_picking" value="5" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
parents:
diff changeset
327 <param name="methods_for_picking" value="limpic" />
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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328 </conditional>
74fcb3c95a53 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/msi_preprocessing commit c4e490c83537b39418b5f09d624f7d4da3f3ad55
galaxyp
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329 </repeat>
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330 <repeat name="methods">
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331 <conditional name="methods_conditional">
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332 <param name="preprocessing_method" value="Peak_alignment" />
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333 <param name="methods_for_alignment" value="diff" />
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334 </conditional>
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335 </repeat>
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336 <output name="msidata_preprocessed" file="preprocessing_results3.RData" compare="sim_size" />
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337 <output name="matrixasoutput" file="preprocessing_results3.txt" />
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338 </test>
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339
0
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340 </tests>
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341 <help>
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342 <![CDATA[
0
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343 Cardinal is an R package that implements statistical & computational tools for analyzing mass spectrometry imaging datasets.
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344
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345 **Preprocessing steps:**
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346
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347 - Smoothening: Smoothing of the mass peaks reduces noise and improves peak detection
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348 - Normalization: Normalization of intensities to total ion current (TIC)
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349 - Baseline reduction: Baseline reduction removes backgroundintensity generated by chemical noise (common in MALDI datasets)
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350 - Peak picking: relevant peaks are picked while noise-peaks are removed
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351 - Peak alignment: mz inaccuracies are removed by alignment of same peaks to a common mz value
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352 - Peak filtering: removes peaks that occur infrequently, such as those which only occur in a small proportion of pixels
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353 ]]>
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354 </help>
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355 <citations>
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356 <citation type="doi">10.1093/bioinformatics/btv146</citation>
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357 </citations>
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358 </tool>