Capillary zone electrophoresis (CZE) outlining the different serum protein fractions in a normal sample and in a sample containing M-protein.
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posted on 2024-04-02, 18:39 authored by Alexandros Sopasakis, Maria Nilsson, Mattias Askenmo, Fredrik Nyholm, Lillemor Mattsson Hultén, Victoria Rotter SopasakisCapillary zone electrophoresis (CZE) outlining the different serum protein fractions in a normal sample and in a sample containing M-protein.
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range diagnostic usemajor clinical questionextreme gradient boostinggamma globulin fractionbeta globulin fractionfound five methodsdecision tree algorithmsprotein isotype classificationmachine learning evaluationgame theoretic approachassess protein electrophoresisusing numerical datafive algorithms testedmachine learningmonoclonal fractionnumerical datamethods wouldelectrophoresis analysiscapillary electrophoresisprotein isotypesxgb showedxgb ).tumor surgerysuperior abilityresults verifiedresults showrecent studiesparaprotein ),multiple myelomalgbm ),human serumhematological diseasesgreat potentialextra treesdata setbest performanceautomated detection073 samples
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