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

• المؤلفون الرئيسيون: Krti Tallam (مؤلف), Zac Yung-Chun Liu (مؤلف), Andrew J. Chamberlin (مؤلف), Isabel J. Jones (مؤلف), Pretom Shome (مؤلف), Gilles Riveau (مؤلف), Raphael A. Ndione (مؤلف), Lydie Bandagny (مؤلف), Nicolas Jouanard (مؤلف), Paul Van Eck (مؤلف), Ton Ngo (مؤلف), Susanne H. Sokolow (مؤلف), Giulio A. De Leo (مؤلف)
• التنسيق: كتاب
• منشور في: Frontiers Media S.A., 2021-07-01T00:00:00Z.
• الموضوعات: article
• الوصول للمادة أونلاين: 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...