Rapid assessment of the blood-feeding histories of wild-caught malaria mosquitoes using mid-infrared spectroscopy and machine learning

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作者
Emmanuel P. Mwanga
Idrisa S. Mchola
Faraja E. Makala
Issa H. Mshani
Doreen J. Siria
Sophia H. Mwinyi
Said Abbasi
Godian Seleman
Jacqueline N. Mgaya
Mario González Jiménez
Klaas Wynne
Maggy T. Sikulu-Lord
Prashanth Selvaraj
Fredros O. Okumu
Francesco Baldini
Simon A. Babayan
机构
[1] Ifakara Health Institute,Environmental Health and Ecological Sciences Department
[2] University of Glasgow,School of Biodiversity, One Health and Veterinary Medicine
[3] University of Glasgow,School of Chemistry
[4] The University of Queensland,Faculty of Science, School of the Environment
[5] Institute for Disease Modelling,School of Public Health, Faculty of Health Sciences
[6] Bill and Melinda Gates Foundation,School of Life Science and Bioengineering
[7] University of the Witwatersrand,undefined
[8] The Nelson Mandela African,undefined
[9] Institution of Science and Technology,undefined
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关键词
Human blood index machine learning; Transfer learning; VectorSphere;
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