Raymond Salvador, María Ángeles García-León, Isabel Feria-Raposo, Carlota Botillo-Martín, Carlos Martín-Lorenzo, Carmen Corte-Souto, Tania Aguilar-Valero, David Gil-Sanz, David Porta-Pelayo, Manuel Martín-Carrasco, Francisco Del Olmo-Romero, Jose Maria Santiago-Bautista, Pilar Herrero-Muñecas, Eglee Castillo-Oramas, Jesús Larrubia-Romero, Zoila Rios-Alvarado, José Antonio Larraz-Romeo, Maria Guardiola-Ripoll, Carmen Almodóvar-Payá, Mar Fatjó-Vilas Mestre, Salvador Sarró, Peter J McKenna, Edith Pomarol-Clotet
BACKGROUND AND HYPOTHESIS: The existing developmental bond between fingerprint generation and growth of the central nervous system points to a potential use of fingerprints as risk markers in schizophrenia. However, the high complexity of fingerprints geometrical patterns may require flexible algorithms capable of characterizing such complexity. STUDY DESIGN: Based on an initial sample of scanned fingerprints from 612 patients with a diagnosis of non-affective psychosis and 844 healthy subjects, we have built deep learning classification algorithms based on convolutional neural networks...
November 29, 2022: Schizophrenia Bulletin