M
Maria Berenice Fong-Mata
Researcher at Autonomous University of Baja California
Publications - 2
Citations - 8
Maria Berenice Fong-Mata is an academic researcher from Autonomous University of Baja California. The author has contributed to research in topics: Cross-validation & Venous thrombosis. The author has an hindex of 1, co-authored 2 publications receiving 2 citations.
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An Artificial Neural Network Approach and a Data Augmentation Algorithm to Systematize the Diagnosis of Deep-Vein Thrombosis by Using Wells’ Criteria
Maria Berenice Fong-Mata,E. E. García-Guerrero,David Abdel Mejía-Medina,Oscar Roberto López-Bonilla,Luis Jesús Villarreal-Gómez,Francisco Zamora-Arellano,D. López-Mancilla,Everardo Inzunza-González +7 more
TL;DR: A new ANN model is proposed to improve the Accuracy when dealing with a highly unbalanced dataset and was validated performing the k-fold cross validation technique using a dataset with 10,000 synthetic cases.
Journal ArticleDOI
Trombosis venosa profunda en extremidades inferiores: revisión de las técnicas de diagnóstico actuales y su simbiosis con el aprendizaje automático para un diagnóstico oportuno
Maria Berenice Fong-Mata,Everardo Inzunza-González,E. E. García-Guerrero,David Abdel Mejía Medina,Oscar Adrián Morales Contreras,Antonio Gómez-Roa +5 more
TL;DR: El presente artículo se hace una revisión of las tecnologías existentes para the detección of the Trombosis Venosa Profunda así como de los principales algoritmos de aprendizaje automático comúnmente utilizados en aplicaciones biomédicas.