0000000000220239

AUTHOR

Maria Cristina Ciaccio

showing 2 related works from this author

Preliminary results of the project A.I.D.A. (Auto Immunity: Diagnosis Assisted by computer)

2014

In this paper, are presented the preliminary results of the A.I.D.A. (Auto Immunity: Diagnosis Assisted by computer) project which is developed in the frame of the cross-border cooperation Italy-Tunisia. According to the main objectives of this project, a database of interpreted Indirect ImmunoFluorescence (IIF) images on HEp 2 cells is being collected thanks to the contribution of Italian and Tunisian experts involved in routine diagnosis of autoimmune diseases. Through exchanging images and double reporting; a Gold Standard database, containing around 1000 double reported IIF images with different patterns including negative tests, has been settled. This Gold Standard database has been us…

Autoimmunity ImmunoFluorescence Database Gold Standard CAD Patterns AccuracySettore FIS/07 - Fisica Applicata(Beni Culturali Ambientali Biol.e Medicin)
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Computer-Assisted Classification Patterns in Autoimmune Diagnostics: The AIDA Project.

2016

International audience; Antinuclear antibodies (ANAs) are significant biomarkers in the diagnosis of autoimmune diseases in humans, done by mean of Indirect ImmunoFluorescence (IIF) method, and performed by analyzing patterns and fluorescence intensity. This paper introduces the AIDA Project (autoimmunity: diagnosis assisted by computer) developed in the framework of an Italy-Tunisia cross-border cooperation and its preliminary results. A database of interpreted IIF images is being collected through the exchange of images and double reporting and a Gold Standard database, containing around 1000 double reported images, has been settled. The Gold Standard database is used for optimization of …

Pathologymedicine.medical_specialtyTunisiaArticle SubjectAnti-nuclear antibody[SDV]Life Sciences [q-bio]lcsh:MedicineCAD02 engineering and technologyGeneral Biochemistry Genetics and Molecular Biology030218 nuclear medicine & medical imagingAutoimmune Diseases03 medical and health sciences0302 clinical medicine0202 electrical engineering electronic engineering information engineeringImage Processing Computer-AssistedMedicineHumansFluorescent Antibody Technique IndirectIndirect immunofluorescenceGeneral Immunology and Microbiologybusiness.industrylcsh:RIIfPattern recognitionGeneral MedicineGold standard (test)Computer aided detectionSettore FIS/07 - Fisica Applicata(Beni Culturali Ambientali Biol.e Medicin)3. Good healthFluorescence intensityItalyComputer-aided diagnosisAntibodies Antinuclear020201 artificial intelligence & image processingArtificial intelligencebusinessComputer Aided Diagnosis Immunofluorescence Pattern Classification IIF images Autoimmune diseases SVM ANN HEp-2Research ArticleBioMed research international
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