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DPAS: puntuación de anomalía de péptidos asociados a enfermedades para identificar péptidos patógenos mediante

Zoya Khalid¹, Razia Khalid², Osman Ugur Sezerman³

¹Department of Biosciences, COMSATS University, Islamabad, Pakistan. Zoya.khalid@comsats.edu.pk.

Scientific reports

|February 15, 2026

Resumen

Este estudio presenta un novedoso método de clasificación de una clase para predecir péptidos asociados a enfermedades, superando las limitaciones de los enfoques binarios tradicionales. Los Autoencoders lograron el mejor rendimiento, mejorado por una nueva Puntuación de Anomalía de Péptidos de Enfermedad (DPAS) para el descubrimiento de biomarcadores.

Palabras clave:

péptidos asociados a enfermedades aprendizaje de una clase Autoencoders descubrimiento de biomarcadores puntuación de anomalía de péptidos de enfermedad

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