Anahita Davoudi

According to our database, Anahita Davoudi authored at least 18 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Identifying stigmatizing and positive/preferred language in obstetric clinical notes using natural language processing.

Jihye Kim Scroggins, Ismael I Hulchafo, Sarah Harkins, Danielle Scharp, Hans Moen, Anahita Davoudi, Kenrick Cato, Michele Tadiello, Maxim Topaz, Veronica Barcelona

J. Am. Medical Informatics Assoc., 2025

2024

Exploring home healthcare clinicians' needs for using clinical decision support systems for early risk warning.

Zidu Xu, Lauren Evans, Jiyoun Song, Sena Chae, Anahita Davoudi, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz

J. Am. Medical Informatics Assoc., 2024

Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure.

Anahita Davoudi, Sena Chae, Lauren Evans, Sridevi Sridharan, Jiyoun Song, Kathryn H. Bowles, Margaret V. McDonald, Maxim Topaz

Int. J. Medical Informatics, 2024

2023

Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care.

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

J. Am. Medical Informatics Assoc., October, 2023

Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model.

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

J. Am. Medical Informatics Assoc., September, 2023

A risk identification model for detection of patients at risk of antidepressant discontinuation.

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

Frontiers Artif. Intell., February, 2023

Relation Detection to Identify Stroke Assertions from Clinical Notes Using Natural Language Processing.

Audrey Yang, Sam Kamien, Anahita Davoudi, Sy Hwang, Meet Gandhi, Ryan J. Urbanowicz, Danielle L. Mowery

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

Identifying Barriers to Post-Acute Care Referral and Characterizing Negative Patient Preferences Among Hospitalized Older Adults Using Natural Language Processing.

Erin E. Kennedy, Anahita Davoudi, Sy Hwang, Ryan J. Urbanowicz, Philip Freda, Kathryn H. Bowles, Danielle L. Mowery

Proceedings of the AMIA 2022, 2022

2020

Annotation and extraction of age and temporally-related events from clinical histories.

Judy Hong, Anahita Davoudi, Shun Yu, Danielle L. Mowery

BMC Medical Informatics Decis. Mak., 2020

A Preliminary Characterization of Canonicalized and Non-Canonicalized Section Headers Across Variable Clinical Note Types.

Junjie Wang, Shun Yu, Anahita Davoudi, Danielle L. Mowery

Proceedings of the AMIA 2020, 2020

2019

Towards Automatic Bot Detection in Twitter for Health-related Tasks.

Anahita Davoudi, Ari Z. Klein, Abeed Sarker, Graciela Gonzalez-Hernandez

CoRR, 2019

2018

Social trust model for rating prediction in recommender systems: Effects of similarity, centrality, and social ties.

Anahita Davoudi, Mainak Chatterjee

Online Soc. Networks Media, 2018

2017

Effects of User Interactions on Online Social Recommender Systems.

Anahita Davoudi

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Detection of profile injection attacks in social recommender systems using outlier analysis.

Anahita Davoudi, Mainak Chatterjee

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Product rating prediction using trust relationships in social networks.

Anahita Davoudi, Mainak Chatterjee

Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

Prediction of information diffusion in social networks using dynamic carrying capacity.

Anahita Davoudi, Mainak Chatterjee

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Product rating prediction using centrality measures in social networks.

Anahita Davoudi, Mainak Chatterjee

Proceedings of the 36th IEEE Sarnoff Symposium 2015, Newark, NJ, USA, 2015

Probabilistic spreading of recommendations in social networks.

Anahita Davoudi, Mainak Chatterjee

Proceedings of the 34th IEEE Military Communications Conference, 2015