Identification of Snails and Schistosoma of Medical Importance via Convolutional Neural Networks: A Proof-of-Concept Application for Human Schistosomiasis

• Hoofdauteurs: Krti Tallam (Auteur), Zac Yung-Chun Liu (Auteur), Andrew J. Chamberlin (Auteur), Isabel J. Jones (Auteur), Pretom Shome (Auteur), Gilles Riveau (Auteur), Raphael A. Ndione (Auteur), Lydie Bandagny (Auteur), Nicolas Jouanard (Auteur), Paul Van Eck (Auteur), Ton Ngo (Auteur), Susanne H. Sokolow (Auteur), Giulio A. De Leo (Auteur)
• Formaat: Boek
• Gepubliceerd in: Frontiers Media S.A., 2021-07-01T00:00:00Z.
• Onderwerpen: article
• Online toegang: Connect to this object online.

In recent decades, computer vision has proven remarkably effective in addressing diverse issues in public health, from determining the diagnosis, prognosis, and treatment of diseases in humans to predicting infectious disease outbreaks. Here, we investigate whether convolutional neural networks (CNN...