Castro-Domínguez Rafael

2 articles in GJC

Classifying glaucoma exclusively with OCT: comparison of three clustering algorithms derived from machine learning.

Biarnés Marc, Ventura-Abreu Néstor, Rodríguez-Una Ignacio, Franquesa-Garcia Francesc, Batlle-Ferrando Sofia, Carrión-Donderis María Teresa et al.

Eye (Lond)Oct 20231 citationsObservational Study

Machine learning (MBC) accurately classified glaucoma from healthy eyes using only OCT data (96.1% accuracy), showing promise for objective, automated glaucoma diagnosis.

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External Validation and Clinical Applicability of Two Optical Coherence Tomography-Based Risk Calculators for Detecting Glaucoma.

Ventura-Abreu Néstor, Biarnés Marc, Batlle-Ferrando Sofia, Carrión-Donderis María Teresa, Castro-Domínguez Rafael, Muniesa María Jesús et al.

Transl Vis Sci TechnolJul 20220 citationsObservational Study

This study validated two OCT-based glaucoma calculators; GDC2, using only quantitative data, identified significantly more glaucoma and suspect cases than conventional methods, suggesting improved diagnostic utility in clinical practice.

Full abstract PubMed

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Castro-Domínguez Rafael

Classifying glaucoma exclusively with OCT: comparison of three clustering algorithms derived from machine learning.

External Validation and Clinical Applicability of Two Optical Coherence Tomography-Based Risk Calculators for Detecting Glaucoma.