Andrea Davidson

According to our database, Andrea Davidson authored at least 12 papers between 2022 and 2025.

Collaborative distances:

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

2025

Human-Centered Development of an Explainable AI Framework for Real-Time Surgical Risk Surveillance.

Andrea Davidson, Jessica M. Ray, Yulia Strekalova Levites, Parisa Rashidi, Azra Bihorac

CoRR, April, 2025

MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term Mobility Estimation in Critical Care.

Jiaqing Zhang, Miguel Contreras, Jessica Sena, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi

CoRR, March, 2025

An Iterative, User-Centered Design of a Clinical Decision Support System for Critical Care Assessments: Co-Design Sessions with ICU Clinical Providers.

Andrea Davidson, Jessica M. Ray, Ayush Patela, Yulia Strekalova Levites, Parisa Rashidi, Azra Bihorac

CoRR, March, 2025

Quantifying Circadian Desynchrony in ICU Patients and Its Association with Delirium.

Yuanfang Ren, Andrea Davidson, Jiaqing Zhang, Miguel Contreras, Ayush Patela, Michelle Gumz, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Azra Bihorac

CoRR, March, 2025

MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model.

Miguel Contreras, Jessica Sena, Andrea Davidson, Jiaqing Zhang, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Jeremy A. Balch, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi

CoRR, March, 2025

2024

MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes.

Jiaqing Zhang, Miguel Contreras, Sabyasachi Bandyopadhyay, Andrea Davidson, Jessica Sena, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi

CoRR, 2024

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR.

Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Subhash Nerella, Azra Bihorac, Parisa Rashidi

CoRR, 2024

2023

The Potential of Wearable Sensors for Assessing Patient Acuity in Intensive Care Unit (ICU).

Jessica Sena, Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea Davidson, Sabyasachi Bandyopadhyay, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J. Loftus, William Robson Schwartz, Azra Bihorac, Parisa Rashidi

CoRR, 2023

Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status.

Subhash Nerella, Ziyuan Guan, Andrea Davidson, Yuanfang Ren, Tezcan Baslanti, Brooke Armfield, Patrick James Tighe, Azra Bihorac, Parisa Rashidi

CoRR, 2023

Predicting risk of delirium from ambient noise and light information in the ICU.

Sabyasachi Bandyopadhyay, Ahna Cecil, Jessica Sena, Andrea Davidson, Ziyuan Guan, Subhash Nerella, Jiaqing Zhang, Kia Khezeli, Brooke Armfield, Azra Bihorac, Parisa Rashidi

CoRR, 2023

Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data.

Jessica Sena, Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan, Jesimon Barreto, Tezcan Ozrazgat-Baslanti, Patrick James Tighe, Azra Bihorac, William Robson Schwartz, Parisa Rashidi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

End-to-End Machine Learning Framework for Facial AU Detection in Intensive Care Units.

Subhash Nerella, Kia Khezeli, Andrea Davidson, Patrick James Tighe, Azra Bihorac, Parisa Rashidi

CoRR, 2022