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Titles and Affiliations
Professor, Entomology
Research Summary
Research interests include food security and parasite manipulation of host behavior.
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Projects
Recent Publications
Feasibility of Using an Artificial Intelligence-based Telephone Application for Dietary Assessment and Nudging to Improve the Quality of Food Choices of Female Adolescents in Vietnam: Evidence from a Randomized Pilot Study
Braga, B. C., Nguyen, P. H., Tran, L. M., Hoang, N. T., Bannerman, B., Doyle, F., Folson, G., Gangupantulu, R., Karachiwalla, N., Kolt, B., McCloskey, P., Palloni, G., Thi Tran, T. H., Thuy Thi Trơưng, D., Hughes, D. & Gelli, A., Jun 2024, In: Current Developments in Nutrition. 8, 6, 102063.Research output: Contribution to journal › Article › peer-review
Validation of Mobile Artificial Intelligence Technology–Assisted Dietary Assessment Tool Against Weighed Records and 24-Hour Recall in Adolescent Females in Ghana
Folson, G. K., Bannerman, B., Atadze, V., Ador, G., Kolt, B., McCloskey, P., Gangupantulu, R., Arrieta, A., Braga, B. C., Arsenault, J., Kehs, A., Doyle, F., Tran, L. M., Hoang, N. T., Hughes, D., Nguyen, P. H. & Gelli, A., Aug 2023, In: Journal of Nutrition. 153, 8, p. 2328-2338 11 p.Research output: Contribution to journal › Article › peer-review
Evaluating a global soil moisture dataset from a multitask model (GSM3 v1.0) with potential applications for crop threats
Liu, J., Hughes, D., Rahmani, F., Lawson, K. & Shen, C., Mar 17 2023, In: Geoscientific Model Development. 16, 5, p. 1553-1567 15 p.Research output: Contribution to journal › Article › peer-review
Learning from algorithm-generated pseudo-annotations for detecting ants in videos
Zhang, Y., Imirzian, N., Kurze, C., Zheng, H., Hughes, D. P. & Chen, D. Z., Dec 2023, In: Scientific reports. 13, 1, 11566.Research output: Contribution to journal › Article › peer-review
Portable Diffuse Reflectance Spectroscopy of Potato Leaves for Pre-Symptomatic Detection of Late Blight Disease
Zhou, C., Bucklew, V. G., Edwards, P. S., Zhang, C., Yang, J., Ryan, P. J., Hughes, D. P., Qu, X. & Liu, Z., May 2023, In: Applied Spectroscopy. 77, 5, p. 491-499 9 p.Research output: Contribution to journal › Article › peer-review
Near- to long-term measures to stabilize global wheat supplies and food security
Bentley, A. R., Donovan, J., Sonder, K., Baudron, F., Lewis, J. M., Voss, R., Rutsaert, P., Poole, N., Kamoun, S., Saunders, D. G. O., Hodson, D., Hughes, D. P., Negra, C., Ibba, M. I., Snapp, S., Sida, T. S., Jaleta, M., Tesfaye, K., Becker-Reshef, I. & Govaerts, B., Jul 2022, In: Nature Food. 3, 7, p. 483-486 4 p.Research output: Contribution to journal › Comment/debate › peer-review
Exploring an Artificial Intelligence–Based, Gamified Phone App Prototype to Track and Improve Food Choices of Adolescent Girls in Vietnam: Acceptability, Usability, and Likeability Study
Braga, B. C., Nguyen, P. H., Aberman, N. L., Doyle, F., Folson, G., Hoang, N., Huynh, P., Koch, B., McCloskey, P., Tran, L., Hughes, D. & Gelli, A., Jul 1 2022, In: JMIR Formative Research. 6, 7, e35197.Research output: Contribution to journal › Article › peer-review
Measuring adherence, acceptability and likability of an artificial-intelligence-based, gamified phone application to improve the quality of dietary choices of adolescents in Ghana and Vietnam: Protocol of a randomized controlled pilot test
Braga, B. C., Arrieta, A., Bannerman, B., Doyle, F., Folson, G., Gangupantulu, R., Hoang, N. T., Huynh, P. N., Koch, B., McCloskey, P., Tran, L. M., Tran, T. H. T., Truong, D. T. T., Nguyen, P. H., Hughes, D. & Gelli, A., Dec 6 2022, In: Frontiers in Digital Health. 4, 961604.Research output: Contribution to journal › Article › peer-review
Regional Monitoring of Fall Armyworm (FAW) Using Early Warning Systems
Buchaillot, M. L., Cairns, J., Hamadziripi, E., Wilson, K., Hughes, D., Chelal, J., McCloskey, P., Kehs, A., Clinton, N., Araus, J. L. & Kefauver, S. C., Oct 2022, In: Remote Sensing. 14, 19, 5003.Research output: Contribution to journal › Article › peer-review
Optimal Deployment in Crowdsensing for Plant Disease Diagnosis in Developing Countries
Coletta, A., Bartolini, N., Maselli, G., Kehs, A., McCloskey, P. & Hughes, D. P., May 1 2022, In: IEEE Internet of Things Journal. 9, 9, p. 6359-6373 15 p.Research output: Contribution to journal › Article › peer-review
Relative validity of a mobile AI-technology-assisted dietary assessment in adolescent females in Vietnam
Nguyen, P. H., Tran, L. M., Hoang, N. T., Truong, D. T. T., Tran, T. H. T., Huynh, P. N., Koch, B., McCloskey, P., Gangupantulu, R., Folson, G., Bannerman, B., Arrieta, A., Braga, B. C., Arsenault, J., Kehs, A., Doyle, F., Hughes, D. & Gelli, A., Oct 1 2022, In: American Journal of Clinical Nutrition. 116, 4, p. 992-1001 10 p.Research output: Contribution to journal › Article › peer-review
Potential distribution of fall armyworm in Africa and beyond, considering climate change and irrigation patterns
Paudel Timilsena, B., Niassy, S., Kimathi, E., Abdel-Rahman, E. M., Seidl-Adams, I., Wamalwa, M., Tonnang, H. E. Z., Ekesi, S., Hughes, D. P., Rajotte, E. G. & Subramanian, S., Dec 2022, In: Scientific reports. 12, 1, 539.Research output: Contribution to journal › Article › peer-review
Social fluidity mobilizes contagion in human and animal populations
Colman, E., Colizza, V., Hanks, E. M., Hughes, D. P. & Bansal, S., Jul 2021, In: eLife. 10, e62177.Research output: Contribution to journal › Article › peer-review
An agent-based model shows zombie ants exhibit search behavior
Imirzian, N. & Hughes, D. P., Oct 7 2021, In: Journal of Theoretical Biology. 526, 110789.Research output: Contribution to journal › Article › peer-review
From Village to Globe: A Dynamic Real-Time Map of African Fields Through PlantVillage
Kehs, A., McCloskey, P., Chelal, J., Morr, D., Amakove, S., Plimo, B., Mayieka, J., Ntango, G., Nyongesa, K., Pamba, L., Jeptoo, M., Mugo, J., Tsuma, M., Mukami, W., Onyango, W. & Hughes, D., May 10 2021, In: Frontiers in Sustainable Food Systems. 5, 514785.Research output: Contribution to journal › Article › peer-review