Chih-Lin Chi

According to our database, Chih-Lin Chi authored at least 18 papers between 2007 and 2025.

Collaborative distances:

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

2025

Automate Creating, Customizing, and Optimizing Comorbidity Indices Using a Data-Driven AI/ML Approach.

Chih-Lin Chi, Yue Liang, Pui Ying Yew, Razan A. El Khalifa, Bianca Shieu, Nai-Ching Chi

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

2023

Using artificial intelligence to improve pain assessment and pain management: a scoping review.

Meina Zhang, Linzee Zhu, Shih-Yin Lin, Keela Herr, Chih-Lin Chi, Ibrahim Demir, Karen Dunn Lopez, Nai-Ching Chi

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

2022

Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning.

Chih-Lin Chi, Jin Wang, Pui Ying Yew, Tatiana Lenskaia, Matt Loth, Prajwal Mani Pradhan, Yue Liang, Prashanth Kurella, Rishabh Mehta, Jennifer G. Robinson, Peter J. Tonellato, Terrence J. Adam

J. Biomed. Informatics, 2022

2018

Using simulation and optimization approach to improve outcome through warfarin precision treatment.

Chih-Lin Chi, Lu He, Kourosh Ravvaz, John Weissert, Peter J. Tonellato

Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

Personalize Warfarin Trearment by Optimizing Protocol Assignment.

Chih-Lin Chi, Xinpeng Shen, Kourosh Ravvaz, John Weissert, Peter J. Tonellato

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Exploring Older Adults' Strengths, Problems, and Wellbeing Using De-identified Electronic Health Record Data.

Grace Gao, David S. Pieczkiewicz, Madeleine J. Kerr, Ruth Lindquist, Chih-Lin Chi, Sasank Maganti, Robin Austin, Mary Jo Kreitzer, Katherine A. Todd, Karen A. Monsen

Proceedings of the AMIA 2018, 2018

2017

Personalized long-term prediction of cognitive function: Using sequential assessments to improve model performance.

Chih-Lin Chi, Wenjun Zeng, Wonsuk Oh, Soo Borson, Tatiana Lenskaia, Xinpeng Shen, Peter J. Tonellato

J. Biomed. Informatics, 2017

Dropout Prediction in Home Care Training.

Wenjun Zeng, Si-Chi Chin, Brenda Zeimet, Rui Kuang, Chih-Lin Chi

Proceedings of the 10th International Conference on Educational Data Mining, 2017

An Exploratory Study of Older Adults' Strengths, Needs, and Outcomes Using Electronic Health Record Data in a Senior Living Community.

Grace Gao, Madeleine J. Kerr, Ruth Lindquist, Chih-Lin Chi, Karen A. Monsen

Proceedings of the AMIA 2017, 2017

2016

Optimal decision support rules improve personalize warfarin treatment outcomes.

Chih-Lin Chi, Kourosh Ravvaz, John Weissert, Peter J. Tonellato

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Explore Feasibility of Personalized Algorithms to Predict Long-Term Cognitive Changes and Optimize Dementia Outcomes.

Chih-Lin Chi, Wonsuk Oh, Soo Borson

Proceedings of the Summit on Clinical Research Informatics, 2016

2015

Feasibility Study of a Machine Learning Approach to Predict Dementia Progression.

Chih-Lin Chi, Wonsuk Oh, Soo Borson

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

2014

Discover Improved-Outcome Evidence for Personalized Treatment from Electronic Health Records (EHR).

Chih-Lin Chi, Peter J. Tonellato

Proceedings of the AMIA 2014, 2014

2012

Individualized patient-centered lifestyle recommendations: An expert system for communicating patient specific cardiovascular risk information and prioritizing lifestyle options.

Chih-Lin Chi, W. Nick Street, Jennifer G. Robinson, Matthew A. Crawford

J. Biomed. Informatics, 2012

2010

A decision support system for cost-effective diagnosis.

Chih-Lin Chi, W. Nick Street, David A. Katz

Artif. Intell. Medicine, 2010

Mining personalized medicine algorithms with surrogate algorithm tags.

Chih-Lin Chi, Peter J. Kos, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato

Proceedings of the ACM International Health Informatics Symposium, 2010

2008

Building a hospital referral expert system with a Prediction and Optimization-Based Decision Support System algorithm.

Chih-Lin Chi, W. Nick Street, Marcia M. Ward

J. Biomed. Informatics, 2008

2007

Application of Artificial Neural Network-Based Survival Analysis on Two Breast Cancer Datasets.

Chih-Lin Chi, W. Nick Street, William H. Wolberg

Proceedings of the AMIA 2007, 2007