BibTeX_22D

@InProceedings{10.1007/978-3-030-91308-3_1,

  author    = {Rivero-Palacio, Maileth and Alfonso-Morales, Wilfredo and Caicedo-Bravo, Eduardo},

  booktitle = {Applications of Computational Intelligence},

  title     = {Anemia detection using a full embedded mobile application with {YOLO} algorithm},

  year      = {2022},

  address   = {Cham},

  editor    = {Orjuela-Ca{\~{n}}{\'o}n, Alvaro David and Lopez, Jesus A. and Arias-Londo{\~{n}}o, Juli{\'a}n David and Figueroa-Garc{\'i}a, Juan Carlos},

  pages     = {3--17},

  publisher = {Springer International Publishing},

  abstract  = {This paper proposes the development of a mobile application for anemia detection using YOLO v5. The app aims to support healthcare professionals in identifying anemia in children in places where mobile signals are missing (isolated). We used an image dataset obtained from Universidad Peruana Cayetano Heredia, which contains pictures of children under five years old and their prognosis by the blood test. Although YOLO v5 gets good results using a computer, its implementation in a mobile app reduces its performance. Despite this, the app shows a sensitivity of 0.71 and a specificity of 0.89 to detect anemia.},

  isbn      = {978-3-030-91308-3},

}