Ian Carroll

According to our database, Ian Carroll authored at least 5 papers between 2020 and 2026.

Collaborative distances:

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

2026

Producing Earth science data for impact: Improved commercial cloud usability of archive model data.

Amy McNally, Lucas Sterzinger, Ian Carroll

Environ. Model. Softw., 2026

2025

High-dimensional biomarker identification for interpretable disease prediction via machine learning models.

Yifan Dai, Di Wu, Ian Carroll, Fei Zou, Baiming Zou

Bioinform., 2025

Decoding longitudinal microbiome trajectories: an interpretable machine learning approach for biomarker discovery and prediction.

Yifan Dai, Yunzhi Qian, Yixiang Qu, Wyliena Guan, Jialiu Xie, Duan Wang, Catherine Butler, Stuart Dashper, Ian Carroll, Kimon Divaris, Yufeng Liu, Di Wu

Briefings Bioinform., 2025

2023

Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring.

Oualid El Hajouji, Ran Sun, Alban Zammit, Keith Humphreys, Steven M. Asch, Ian Carroll, Catherine M. Curtin, Tina Hernandez-Boussard

PLoS Comput. Biol., 2023

2020

Trajectory analysis for postoperative pain using electronic health records: A nonparametric method with robust linear regression and K-medians cluster analysis.

Yingjie Weng, Lu Tian, Dario Tedesco, Karishma Desai, Steven M. Asch, Ian Carroll, Catherine M. Curtin, Kathryn M. McDonald, Tina Hernandez-Boussard

Health Informatics J., 2020