A novel approach for identification of zoonotic trypanosome utilizing deep metric learning and vector database-based image retrieval system

Trypanosomiasis, a significant health concern in South America, South Asia, and Southeast Asia, requires active surveys to effectively control the disease. To address this, we have developed a hybrid model that combines deep metric learning (DML) and image retrieval. This model is proficient at iden...

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Autores principales:	Veerayuth Kittichai, Weerachat Sompong, Morakot Kaewthamasorn, Thanyathep Sasisaowapak, Kaung Myat Naing, Teerawat Tongloy, Santhad Chuwongin, Suchansa Thanee, Siridech Boonsang
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Elsevier 2024-05-01
Colección:	Heliyon
Materias:	Trypanosoma spp. Archived blood films Deep metric learning Content-based image retrieval Vector database
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S240584402406674X
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