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Cellphone picture-based, genus-level automated identification of Chagas disease vectors: Effects of picture orientation on the performance of five machine-learning algorithms

Vinícius Lima de Miranda, Ewerton Pacheco de Souza, Deborah Bambil, Ali Khalighifar, A. Townsend Peterson, Francisco Assis de Oliveira Nascimento, Rodrigo Gurgel‐Gonçalves, Fernando Abad‐Franch

2023Ecological Informatics18 citationsDOI

Topics & Concepts

Artificial intelligenceRhodniusComputer scienceGradient boostingPattern recognition (psychology)Linear discriminant analysisMachine learningBoosting (machine learning)BiologyComputer visionRandom forestEcologyRhodnius prolixusInsectTrypanosoma species research and implicationsMosquito-borne diseases and controlPlant Virus Research Studies
Cellphone picture-based, genus-level automated identification of Chagas disease vectors: Effects of picture orientation on the performance of five machine-learning algorithms | Litcius