David Hughes

Using Deep Learning for Image-Based Plant Disease Detection

Sharada P. Mohanty, David Hughes, Marcel Salathé · Frontiers in Plant Science · 2016 · 4.1K citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +16

An open access repository of images on plant health to enable the development of mobile disease diagnostics

David Hughes, Marcel Salathé · arXiv (Cornell University) · 2015 · 892 citations · Full text

Data Annotation, Precision Agriculture, Engineering +27

Fungal Planet description sheets: 469-557

P.W. Crous, Michael J. Wingfield, Treena I. Burgess et al. · Persoonia - Molecular Phylogeny and Evolution of Fungi · 2016 · 395 citations · Full text

Behavioral mechanisms and morphological symptoms of zombie ants dying from fungal infection

David Hughes, Sandra B. Andersen, Nigel L. Hywel‐Jones et al. · BMC Ecology · 2011 · 265 citations · Full text

The Life of a Dead Ant: The Expression of an Adaptive Extended Phenotype

Sandra B. Andersen, Sylvia Gerritsma, Kalsum M. Yusah et al. · The American Naturalist · 2009 · 237 citations · Full text