Chih-Lin Chi

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 11

Top Topics

Therapy Planning

Top Venues

J. Biomed. Informatics

Publications

Meina Zhang, Linzee Zhu, Shih-Yin Lin, Keela Herr, Chih-Lin Chi, Ibrahim Demir, Karen Dunn Lopez, Nai-Ching Chi
Using artificial intelligence to improve pain assessment and pain management: a scoping review. J. Am. Medical Informatics Assoc. 30 (3) (2023)
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
Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning. J. Biomed. Informatics 128 (2022)
Chih-Lin Chi, Xinpeng Shen, Kourosh Ravvaz, John Weissert, Peter J. Tonellato
Personalize Warfarin Trearment by Optimizing Protocol Assignment. ICHI (2018)
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
Exploring Older Adults' Strengths, Problems, and Wellbeing Using De-identified Electronic Health Record Data. AMIA (2018)
Chih-Lin Chi, Lu He, Kourosh Ravvaz, John Weissert, Peter J. Tonellato
Using simulation and optimization approach to improve outcome through warfarin precision treatment. PSB (2018)
Grace Gao, Madeleine J. Kerr, Ruth Lindquist, Chih-Lin Chi, Karen A. Monsen
An Exploratory Study of Older Adults' Strengths, Needs, and Outcomes Using Electronic Health Record Data in a Senior Living Community. AMIA (2017)
Chih-Lin Chi, Wenjun Zeng, Wonsuk Oh, Soo Borson, Tatiana Lenskaia, Xinpeng Shen, Peter J. Tonellato
Personalized long-term prediction of cognitive function: Using sequential assessments to improve model performance. J. Biomed. Informatics 76 (2017)
Wenjun Zeng, Si-Chi Chin, Brenda Zeimet, Rui Kuang, Chih-Lin Chi
Dropout Prediction in Home Care Training. EDM (2017)
Chih-Lin Chi, Wonsuk Oh, Soo Borson
Explore Feasibility of Personalized Algorithms to Predict Long-Term Cognitive Changes and Optimize Dementia Outcomes. CRI (2016)
Chih-Lin Chi, Kourosh Ravvaz, John Weissert, Peter J. Tonellato
Optimal decision support rules improve personalize warfarin treatment outcomes. EMBC (2016)
Chih-Lin Chi, Wonsuk Oh, Soo Borson
Feasibility Study of a Machine Learning Approach to Predict Dementia Progression. ICHI (2015)
Chih-Lin Chi, Peter J. Tonellato
Discover Improved-Outcome Evidence for Personalized Treatment from Electronic Health Records (EHR). AMIA (2014)
Chih-Lin Chi, W. Nick Street, Jennifer G. Robinson, Matthew A. Crawford
Individualized patient-centered lifestyle recommendations: An expert system for communicating patient specific cardiovascular risk information and prioritizing lifestyle options. J. Biomed. Informatics 45 (6) (2012)
Chih-Lin Chi, Peter J. Kos, Vincent A. Fusaro, Rimma Pivovarov, Prasad Patil, Peter J. Tonellato
Mining personalized medicine algorithms with surrogate algorithm tags. IHI (2010)
Chih-Lin Chi, W. Nick Street, David A. Katz
A decision support system for cost-effective diagnosis. Artif. Intell. Medicine 50 (3) (2010)
Chih-Lin Chi, W. Nick Street, Marcia M. Ward
Building a hospital referral expert system with a Prediction and Optimization-Based Decision Support System algorithm. J. Biomed. Informatics 41 (2) (2008)
Chih-Lin Chi, W. Nick Street, William H. Wolberg
Application of Artificial Neural Network-Based Survival Analysis on Two Breast Cancer Datasets. AMIA (2007)