Support Vector MachineandGenetic Algorithm forEfricient BloodCellRecognition
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Thepaper presents application ofthegenetic algorithm andSupport Vector Machine fortherecognition oftheblood cells onthebasis ofimageofthebonemarrowaspirate. Theautomatic recognition system hasbeendeveloped andtheresults ofits numerical verification arepresented anddiscussed. Theyshowthat application ofthegenetic algorithm isapowerful tool forselection ofthediagnostic features andleads tothesignificant increase ofthe accuracy ofthewhole system.
[1] B Swolin,et al. Differential counting of blood leukocytes using automated microscopy and a decision support system based on artificial neural networks--evaluation of DiffMaster Octavia. , 2003, Clinical and laboratory haematology.
[2] Vladimir Vapnik,et al. Statistical learning theory , 1998 .