首页|National and Kapodistrian University of Athens Reports Findings in Occupational Dermatitis (Preservative contact allergy in occupational dermatitis: a machine l earning analysis)
National and Kapodistrian University of Athens Reports Findings in Occupational Dermatitis (Preservative contact allergy in occupational dermatitis: a machine l earning analysis)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Occupational Diseases and Conditions - Occupational Dermatitis is the subject of a report. According t o news reporting originating in Athens, Greece, by NewsRx journalists, research stated, "Occupational dermatoses impose a significant socioeconomic burden. Alle rgic contact dermatitis related to occupation is prevalent among healthcare work ers, cleaning service personnel, individuals in the beauty industry and industri al workers." The news reporters obtained a quote from the research from the National and Kapo distrian University of Athens, "Among risk factors, the exposure to preservative s is frequent, since they are extensively added in products for occupational use . The goal of this study is to investigate the contact allergy patterns in order to understand the linkage among hypersensitivity to preservatives, occupational profiles, patients' clinical and demographic characteristics. Patch test result s were collected from monosensitized patients to Formaldehyde 2%, K ATHON 0.02%, thimerosal 0.1%, and MDBGN 0.5% ; information was also collected for an extended MOAHLFA (Male-Occupational-Atop ic-Hand-Leg-Face-Age) index. To assess the relationship between allergen group a nd occupational-related ACD, the chi-square test for independence was utilized. To uncover underlying relationships in the data, multiple correspondence analysi s (MCA) and categorical principal components analysis (CATPCA), which are machin e learning approaches, were applied. Significant relationships were found betwee n allergen group and: occupation class, atopy, hand, leg, facial, trunk, neck, h ead dermatitis, clinical characteristics, ICDRG 48 h and ICDRG 72 h clinical eva luation. MCA and CATPCA findings revealed a link among allergen group, occupatio n class, patients' demographic and clinical characteristics, the MOAHLFA index, and the ICDRG scores. Significant relationships were identified between the alle rgen group and various manifestations of dermatitis."
AthensGreeceEuropeAllergensAller giesCyborgsDermatitisDermatologyEmerging TechnologiesHealth and Medici neImmune System Diseases and ConditionsMachine LearningOccupational Dermat itisOccupational Diseases and ConditionsRisk and PreventionSkin Diseases a nd ConditionsSkin and Connective Tissue Diseases and Conditions
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