Application of Deep Learning to Community-Science-Based Mosquito Monitoring and Detection of Novel Species

Deep learning improves acoustic biodiversity monitoring and new candidate forest frog species identification (genus Platymantis) in the Philippines

(2021) Ali Khalighifar et al.   BIODIVERSITY AND CONSERVATION

Delimiting cryptic morphological variation among human malaria vector species using convolutional neural networks

(2020) Jannelle Couret et al.   PLoS Neglected Tropical Diseases

Detecting Aedes aegypti mosquitoes through audio classification with convolutional neural networks

(2020) Marcelo Schreiber Fernandes et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep Learning Algorithms Improve Automated Identification of Chagas Disease Vectors

(2019) Ali Khalighifar et al.   JOURNAL OF MEDICAL ENTOMOLOGY

The Global Expansion of Dengue: How Aedes aegypti Mosquitoes Enabled the First Pandemic Arbovirus

(2019) Oliver J. Brady et al.   Annual Review of Entomology

Directional and frequency characteristics of auditory neurons in Culex male mosquitoes

(2019) Dmitry N. Lapshin et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Citizen science and smartphone e-entomology enables low-cost upscaling of mosquito surveillance

(2019) Larissa Braz Sousa et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Zika virus evolution and spread in the Americas

(2017) Hayden C. Metsky et al.   NATURE

Using mobile phones as acoustic sensors for high-throughput mosquito surveillance

(2017) Haripriya Mukundarajan et al.   eLife

Outbreak of Zika Virus Infection, Chiapas State, Mexico, 2015, and First Confirmed Transmission byAedes aegyptiMosquitoes in the Americas

(2016) Mathilde Guerbois et al.   JOURNAL OF INFECTIOUS DISEASES

warbleR: anrpackage to streamline analysis of animal acoustic signals

(2016) Marcelo Araya-Salas et al.   Methods in Ecology and Evolution

Spread of the Invasive Mosquitoes Aedes aegypti and Aedes albopictus in the Black Sea Region Increases Risk of Chikungunya, Dengue, and Zika Outbreaks in Europe

(2016) Muhammet M. Akiner et al.   PLoS Neglected Tropical Diseases

Mosquito vector monitoring system based on optical wingbeat classification

(2015) Tai-Hsien Ouyang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Chikungunya outbreak in the Caribbean region, December 2013 to March 2014, and the significance for Europe

(2014) W Van Bortel et al.   Eurosurveillance

SEEWAVE, A FREE MODULAR TOOL FOR SOUND ANALYSIS AND SYNTHESIS

(2012) JEROME SUEUR et al.   BIOACOUSTICS-THE INTERNATIONAL JOURNAL OF ANIMAL SOUND AND ITS RECORDING