Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions. - Prithwish Chakraborty; Pejman Khadivi; Bryan L. Lewis; Aravindan Mahendiran; Jiangzhuo Chen; Patrick Butler; Elaine O. Nsoesie; Sumiko R. Mekaru; John S. Brownstein; Madhav V. Marathe; Naren Ramakrishnan (SDM, 2014)

Satellite Imagery Analysis: What Can Hospital Parking Lots Tell Us about a Disease Outbreak? - Patrick Butler; Naren Ramakrishnan; Elaine O. Nsoesie; John S. Brownstein (Computer, 2014)

SourceSeer: Forecasting Rare Disease Outbreaks Using Multiple Data Sources. - Theodoros Rekatsinas; Saurav Ghosh; Sumiko R. Mekaru; Elaine O. Nsoesie; John S. Brownstein; Lise Getoor; Naren Ramakrishnan (SDM, 2015)

Enhancing disease surveillance with novel data streams: challenges and opportunities. - Benjamin M. Althouse; Samuel V. Scarpino; Lauren Ancel Meyers; John W. Ayers; Marisa Bargsten; Joan Baumbach; John S. Brownstein; Lauren Castro; Hannah E. Clapham; Derek A. T. Cummings; Sara Y. Del Valle; Stephen G. Eubank; et al. (EPJ Data Sci., 2015)

Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance. - Mauricio Santillana; André T. Nguyen; Mark Dredze; Michael J. Paul; Elaine O. Nsoesie; John S. Brownstein (PLoS Comput. Biol., 2015)

Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks. - Saurav Ghosh; Prithwish Chakraborty; Elaine O. Nsoesie; Emily Cohn; Sumiko R. Mekaru; John S. Brownstein; Naren Ramakrishnan (CoRR, 2016)

Detection of User Demographics on Social Media: A Review of Methods and Recommendations for Best Practices. - Nina L. Cesare; Christan Grant; Elaine O. Nsoesie (CoRR, 2017)

Using Deep Learning and Satellite Imagery to Quantify the Impact of the Built Environment on Neighborhood Crime Rates. - Adyasha Maharana; Quynh C. Nguyen; Elaine O. Nsoesie (CoRR, 2017)

Demographics in Social Media Data for Public Health Research: Does it matter? - Nina L. Cesare; Christan Grant; Jared B. Hawkins; John S. Brownstein; Elaine O. Nsoesie (CoRR, 2017)

Using Deep Learning to Examine the Association between the Built Environment and Neighborhood Adult Obesity Prevalence. - Adyasha Maharana; Elaine O. Nsoesie (CoRR, 2017)

Forecasting rare disease outbreaks from open source indicators. - Theodoros Rekatsinas; Saurav Ghosh; Sumiko R. Mekaru; Elaine O. Nsoesie; John S. Brownstein; Lise Getoor; Naren Ramakrishnan (Stat. Anal. Data Min., 2017)

Multi-stage Collaborative filtering for Tweet Geolocation. - Keerti Banweer; Austin Graham; Joe Ripberger; Nina L. Cesare; Elaine O. Nsoesie; Christan Grant (LocalRec@SIGSPATIAL, 2018)

Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types. - Mona Jalal; Kaihong Wang; Sankara Jefferson; Yi Zheng; Elaine O. Nsoesie; Margrit Betke (MADiMa @ ACM Multimedia, 2019)

Understanding Demographic Bias and Representation in Social Media Health Data. - Nina L. Cesare; Christan Grant; Elaine O. Nsoesie (WebSci (Companion), 2019)

Use of Technology and Innovations in the COVID-19 Pandemic Response in Africa. - Adyasha Maharana; Morine Amutorine; Moinina David Sengeh; Elaine O. Nsoesie (CoRR, 2020)

Privacy-first health research with federated learning. - Adam Sadilek; Luyang Liu; Dung Nguyen 002; Methun Kamruzzaman; Stylianos Serghiou; Benjamin Rader; Alex Ingerman; Stefan Mellem; Peter Kairouz; Elaine O. Nsoesie; Jamie Macfarlane; Anil Vullikanti; et al. (npj Digit. Medicine, 2021)

In medicine, how do we machine learn anything real? - Marzyeh Ghassemi; Elaine O. Nsoesie (Patterns, 2022)

Diet during the COVID-19 pandemic: An analysis of Twitter data. - Mark A. Hernandez; Shagun Modi; Kanisha Mittal; Pallavi Dwivedi; Quynh C. Nguyen; Nina L. Cesare; Elaine O. Nsoesie (Patterns, 2022)

Length of stay prediction for hospital management using domain adaptation. - Lyse Naomi Wamba Momo; Nyalleng Moorosi; Elaine O. Nsoesie; Frank E. Rademakers; Bart De Moor (Eng. Appl. Artif. Intell., 2024)

Using labels to limit AI misuse in health. - Elaine O. Nsoesie; Marzyeh Ghassemi (Nat. Comput. Sci., 2024)

Global Health in the Age of AI: Charting a Course for Ethical Implementation and Societal Benefit. - Jessica Morley; Emmie Hine; Huw Roberts; Renee Sirbu; Hutan Ashrafian; Charlotte Blease; Marisha Boyd; John L. Chen; Alexandre Chiavegatto Filho; Enrico W. Coiera; Glenn I. Cohen; Amelia Fiske; et al. (Minds Mach., 2025)