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Journal Articles
- 2025
[j8]Jihye Kim Scroggins
, Ismael I Hulchafo, Sarah Harkins, Danielle Scharp, Hans Moen, Anahita Davoudi, Kenrick Cato, Michele Tadiello, Maxim Topaz, Veronica Barcelona:
Identifying stigmatizing and positive/preferred language in obstetric clinical notes using natural language processing. J. Am. Medical Informatics Assoc. 32(2): 308-317 (2025)- 2024
- [j7]Anahita Davoudi, Sena Chae, Lauren Evans, Sridevi Sridharan, Jiyoun Song, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz:
Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure. Int. J. Medical Informatics 191: 105534 (2024) - [j6]Zidu Xu, Lauren Evans, Jiyoun Song, Sena Chae, Anahita Davoudi, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz:
Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning. J. Am. Medical Informatics Assoc. 31(11): 2641-2650 (2024) - 2023
- [j5]Ali Zolnour, Christina E. Eldredge, Anthony Faiola, Yadollah Yaghoobzadeh, Masoud Khani, Doreen Foy, Maxim Topaz, Hadi Kharrazi, Kin Wah Fung, Paul A. Fontelo, Anahita Davoudi, Azade Tabaie, Scott A. Breitinger, Tyler S. Oesterle, Masoud Rouhizadeh, Zahra Zonnor, Hans Moen, Timothy B. Patrick, Maryam Zolnoori:
A risk identification model for detection of patients at risk of antidepressant discontinuation. Frontiers Artif. Intell. 6 (2023) - [j4]Sena Chae, Anahita Davoudi, Jiyoun Song, Lauren Evans, Mollie Hobensack, Kathryn H. Bowles, Margaret V. McDonald, Yolanda Barrón, Sarah Collins Rossetti, Kenrick Cato, Sridevi Sridharan, Maxim Topaz:
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. J. Am. Medical Informatics Assoc. 30(10): 1622-1633 (2023) - [j3]Jiyoun Song, Se Hee Min, Sena Chae, Kathryn H. Bowles, Margaret V. McDonald, Mollie Hobensack, Yolanda Barrón, Sridevi Sridharan, Anahita Davoudi, Sungho Oh, Lauren Evans, Maxim Topaz:
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. J. Am. Medical Informatics Assoc. 30(11): 1801-1810 (2023) - 2020
- [j2]Judy Hong, Anahita Davoudi, Shun Yu, Danielle L. Mowery:
Annotation and extraction of age and temporally-related events from clinical histories. BMC Medical Informatics Decis. Mak. 20-S(11): 338 (2020) - 2018
- [j1]Anahita Davoudi, Mainak Chatterjee:
Social trust model for rating prediction in recommender systems: Effects of similarity, centrality, and social ties. Online Soc. Networks Media 7: 1-11 (2018)
Conference and Workshop Papers
- 2023
- [c9]Audrey Yang, Sam Kamien, Anahita Davoudi, Sy Hwang, Meet Gandhi, Ryan J. Urbanowicz, Danielle L. Mowery:
Relation Detection to Identify Stroke Assertions from Clinical Notes Using Natural Language Processing. MedInfo 2023: 619-623 - 2022
- [c8]Erin E. Kennedy, Anahita Davoudi, Sy Hwang, Ryan J. Urbanowicz, Philip Freda, Kathryn H. Bowles, Danielle L. Mowery:
Identifying Barriers to Post-Acute Care Referral and Characterizing Negative Patient Preferences Among Hospitalized Older Adults Using Natural Language Processing. AMIA 2022 - 2020
- [c7]Junjie Wang, Shun Yu, Anahita Davoudi, Danielle L. Mowery:
A Preliminary Characterization of Canonicalized and Non-Canonicalized Section Headers Across Variable Clinical Note Types. AMIA 2020 - 2017
- [c6]Anahita Davoudi, Mainak Chatterjee:
Detection of profile injection attacks in social recommender systems using outlier analysis. IEEE BigData 2017: 2714-2719 - [c5]Anahita Davoudi:
Effects of User Interactions on Online Social Recommender Systems. ICDE 2017: 1444-1448 - 2016
- [c4]Anahita Davoudi, Mainak Chatterjee:
Prediction of information diffusion in social networks using dynamic carrying capacity. IEEE BigData 2016: 2466-2469 - [c3]Anahita Davoudi, Mainak Chatterjee:
Product rating prediction using trust relationships in social networks. CCNC 2016: 115-118 - 2015
- [c2]Anahita Davoudi, Mainak Chatterjee:
Probabilistic spreading of recommendations in social networks. MILCOM 2015: 1373-1378 - [c1]Anahita Davoudi, Mainak Chatterjee:
Product rating prediction using centrality measures in social networks. Sarnoff Symposium 2015: 94-98
Informal and Other Publications
- 2019
- [i1]Anahita Davoudi, Ari Z. Klein, Abeed Sarker, Graciela Gonzalez-Hernandez:
Towards Automatic Bot Detection in Twitter for Health-related Tasks. CoRR abs/1909.13184 (2019)
Coauthor Index
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