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MULTICLASS CLASSIFICATION OF AUTOIMMUNE LIVER DISEASES USING CLINICAL AND IMMUNOLOGICAL DATA WITH EMPHASIS ON MODEL INTERPRETABILITY.

Autoimmune liver diseases (AiLD) are a group of immune-mediated disorders that share overlapping biochemical and immunological features. Differentiating AILD subtypes based on these clinical markers is very challenging using traditional diagnostic criteria. The proposed research aims to develop an i...

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Publicado en:Scientific Culture Vol. 12; no. 2, Part 1; pp. 2385 - 2403
Autores principales: George, E. Ben, Giftson, Samuel, Rosline, Jeba, George, Teresa K., Al-Nasseri, Amira, Al-Wahaibi, Shaima
Formato: Artículo
Publicado: University of the Aegean 2026
Materias:
Machine learning
Classification
Support vector machines
Clinical indications
Feature selection
Autoimmune hepatitis
Biomarkers
Acceso en línea:Ver este registro en EBSCOhost