Prediction of early Toxoplasma gondii infection during pregnancy combining host biomarkers and machine learning
Natalia Velasco-Jiménez, Roberto SÁnchez-SÁnchez, Ana Huertas-López, Camila Peres-Rubio, Francisco Huertas-López, Julio Benavides, Daniel Gutiérrez-Expósito, José Joaquín Cerón, Pilar Horcajo, Rafael Calero-Bernal, LUIS MIGUEL ORTEGA MORA
This paper develops a machine learning model using serum biomarkers to predict early Toxoplasma gondii infection in pregnant sheep, achieving high accuracy and sensitivity for early diagnosis.
bioRxiv · Nov 4, 2026 · PreprintImmunology