Author

Susanne H. Sokolow

University of California, Santa BarbaraORCID 0000-0002-5111-9322Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1 Assay:imaging· 1

Frequent Co-Authors

Giulio A. De LeoiD· 2 shared Andy J. Chamberlin· 1 shared Arathi Arakala· 1 shared Christopher M. Hoover· 1 shared David J. Civitello· 1 shared Gilles J. RiveauiD· 1 shared Isabel J. JonesiD· 1 shared Jason R. RohriD· 1 shared

Activity by Year

2017-2019 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersBioinformatics

Giulio A. De LeoORCID

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2 papers

Recent·Most cited

Identification of snails and parasites of medical importance via convolutional neural network: an application for human schistosomiasis

Zac Yung-Chun Liu, Andy J. Chamberlin, Pretom Shome, Isabel J. Jones, Gilles J. Riveau, Raphael Abdoulaye Ndione, Lydie Bandagny, Nicolas Jouanard, Paul Van Eck, Ton Ngo, Susanne H. Sokolow, Giulio A. De Leo

This paper develops a convolutional neural network to classify freshwater snails and parasites with high accuracy, outperforming human experts in some cases.

bioRxiv · Jul 24, 2019 · PreprintBioinformatics

Agrochemical pollution increases risk of human exposure to schistosome parasites

Neal T. Halstead, Christopher M. Hoover, Arathi Arakala, David J. Civitello, Giulio A. De Leo, Manoj Gambhir, Steve A. Johnson, Kristin A. Loerns, Taegan A. McMahon, Karena Nguyen, Thomas R. Raffel, Justin V. Remais, Susanne H. Sokolow, Jason R. Rohr

This study shows agrochemicals increase schistosome-infected snail densities, potentially raising schistosomiasis transmission risks in endemic areas.

bioRxiv · Jul 11, 2017 · PreprintEcology