Lauren Evans

According to our database, Lauren Evans authored at least 8 papers between 2018 and 2024.

Collaborative distances:

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

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

2022

Capturing Concerns about Patient Deterioration in Narrative Documentation in Home Healthcare.

Mollie Hobensack, Jiyoun Song, Sena Chae, Erin E. Kennedy, Maryam Zolnoori, Kathryn H. Bowles, Margaret V. McDonald, Lauren Evans, Maxim Topaz

Proceedings of the AMIA 2022, 2022

Heart Failure Patient Characteristics and Symptoms Documented in Home Health Care Clinical Notes are Associated with Emergency Department Visits and Hospitalizations.

Sena Chae, Jiyoun Song, Yolanda Barrón, Kathryn H. Bowles, Margaret V. McDonald, Sarah Collins Rossetti, Kenrick Cato, Mollie Hobensack, Lauren Evans, Maxim Topaz

Proceedings of the AMIA 2022, 2022

2018

Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls.

Min-hyung Kim, Samprit Banerjee, Yize Zhao, Fei Wang, Yiye Zhang, Yongjun Zhu, Joseph DeFerio, Lauren Evans, Sang Min Park, Jyotishman Pathak

J. Biomed. Informatics, 2018

Comparing Sex-Specific Association Networks of Chronic Medical Conditions.

Min-hyung Kim, Yongjun Zhu, Samprit Banerjee, Lauren Evans, Yiye Zhang, Fei Wang, Sang Min Park, Jyotishman Pathak

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018