Elaine O. Nsoesie

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Disease Outbreaks

Multiple Data Sources

Domain Adaptation

Top Venues

Stat. Anal. Data Min.

Publications

Lyse Naomi Wamba Momo, Nyalleng Moorosi, Elaine O. Nsoesie, Frank E. Rademakers, Bart De Moor
Length of stay prediction for hospital management using domain adaptation. Eng. Appl. Artif. Intell. 133 (2024)
Lyse Naomi Wamba Momo, Nyalleng Moorosi, Elaine O. Nsoesie, Frank E. Rademakers, Bart De Moor
Length of Stay prediction for Hospital Management using Domain Adaptation. CoRR (2023)
Marzyeh Ghassemi, Elaine O. Nsoesie
In medicine, how do we machine learn anything real? Patterns 3 (1) (2022)
Mark A. Hernandez, Shagun Modi, Kanisha Mittal, Pallavi Dwivedi, Quynh C. Nguyen, Nina L. Cesare, Elaine O. Nsoesie
Diet during the COVID-19 pandemic: An analysis of Twitter data. Patterns 3 (8) (2022)
Adam Sadilek, Luyang Liu, Dung Nguyen, Methun Kamruzzaman, Stylianos Serghiou, Benjamin Rader, Alex Ingerman, Stefan Mellem, Peter Kairouz, Elaine O. Nsoesie, Jamie Macfarlane, Anil Vullikanti, Madhav V. Marathe, Paul Eastham, John S. Brownstein, Blaise Agüera y Arcas, Michael D. Howell, John Hernandez
Privacy-first health research with federated learning. npj Digit. Medicine 4 (2021)
Adyasha Maharana, Morine Amutorine, Moinina David Sengeh, Elaine O. Nsoesie
Use of Technology and Innovations in the COVID-19 Pandemic Response in Africa. CoRR (2020)
Nina Cesare, Christan Grant, Elaine O. Nsoesie
Understanding Demographic Bias and Representation in Social Media Health Data. WebSci (Companion) (2019)
Mona Jalal, Kaihong Wang, Sankara Jefferson, Yi Zheng, Elaine O. Nsoesie, Margrit Betke
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types. MADiMa @ ACM Multimedia (2019)
Kaihong Wang, Mona Jalal, Sankara Jefferson, Yi Zheng, Elaine O. Nsoesie, Margrit Betke
Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types. CoRR (2019)
Keerti Banweer, Austin Graham, Joe Ripberger, Nina Cesare, Elaine O. Nsoesie, Christan Grant
Multi-stage Collaborative filtering for Tweet Geolocation. LocalRec@SIGSPATIAL (2018)
Adyasha Maharana, Elaine O. Nsoesie
Using Deep Learning to Examine the Association between the Built Environment and Neighborhood Adult Obesity Prevalence. CoRR (2017)
Nina Cesare, Christan Grant, Elaine O. Nsoesie
Detection of User Demographics on Social Media: A Review of Methods and Recommendations for Best Practices. CoRR (2017)
Adyasha Maharana, Quynh C. Nguyen, Elaine O. Nsoesie
Using Deep Learning and Satellite Imagery to Quantify the Impact of the Built Environment on Neighborhood Crime Rates. CoRR (2017)
Theodoros Rekatsinas, Saurav Ghosh, Sumiko R. Mekaru, Elaine O. Nsoesie, John S. Brownstein, Lise Getoor, Naren Ramakrishnan
Forecasting rare disease outbreaks from open source indicators. Stat. Anal. Data Min. 10 (2) (2017)
Nina Cesare, Christan Grant, Jared B. Hawkins, John S. Brownstein, Elaine O. Nsoesie
Demographics in Social Media Data for Public Health Research: Does it matter? CoRR (2017)
Saurav Ghosh, Prithwish Chakraborty, Elaine O. Nsoesie, Emily Cohn, Sumiko R. Mekaru, John S. Brownstein, Naren Ramakrishnan
Temporal Topic Modeling to Assess Associations between News Trends and Infectious Disease Outbreaks. CoRR (2016)
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, Geoffrey Fairchild, Lyn Finelli, Nicholas Generous, Dylan B. George, David R. Harper, Laurent Hébert-Dufresne, Michael A. Johansson, Kevin J. Konty, Marc Lipsitch, Gabriel Milinovich, Joseph D. Miller, Elaine O. Nsoesie, Donald R. Olson, Michael J. Paul, Philip M. Polgreen, Reid Priedhorsky, Jonathan M. Read, Isabel Rodríguez-Barraquer, Derek J. Smith, Christian Stefansen, David L. Swerdlow, Deborah Thompson, Alessandro Vespignani, Amy Wesolowski
Enhancing disease surveillance with novel data streams: challenges and opportunities. EPJ Data Sci. 4 (1) (2015)
Theodoros Rekatsinas, Saurav Ghosh, Sumiko R. Mekaru, Elaine O. Nsoesie, John S. Brownstein, Lise Getoor, Naren Ramakrishnan
SourceSeer: Forecasting Rare Disease Outbreaks Using Multiple Data Sources. SDM (2015)
Mauricio Santillana, André T. Nguyen, Mark Dredze, Michael J. Paul, Elaine O. Nsoesie, John S. Brownstein
Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance. PLoS Comput. Biol. 11 (10) (2015)
Patrick Butler, Naren Ramakrishnan, Elaine O. Nsoesie, John S. Brownstein
Satellite Imagery Analysis: What Can Hospital Parking Lots Tell Us about a Disease Outbreak? Computer 47 (4) (2014)
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
Forecasting a Moving Target: Ensemble Models for ILI Case Count Predictions. SDM (2014)