Publications by authors named "Chih-Lin Chi"

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Public Health.
Nai-Ching Chi, Patrick Lozier, Nick Street, Kathleen Buckwalter, Barbara Rakel, Chih-Lin Chi

Alzheimers Dement· December 2025

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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

Stud Health Technol Inform· August 2025

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A Primer for Big Data Research: A Protocol Reflection.
Jiayue Xiong, Rozina Bhimani, Chih-Lin Chi, Siobhan McMahon, Lisa Anderson

J Neurosci Nurs· June 2025

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Usability Testing of the PACE-App to Support Family Caregivers in Managing Pain for People With Dementia.
Nai-Ching Chi, Kristy Nguyen, Angela Shanahan, Ibrahim Demir, Ying-Kai Fu, Chih-Lin Chi

Gerontologist· December 2024

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How Do Nurses Assess Cognition in Adults With Neurological Conditions? A Scoping Review.
Jiayue Xiong, Rozina Bhimani, Siobhan McMahon, Chih-Lin Chi, Lisa Anderson

Rehabil Nurs· September 2024

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Unraveling the multiple chronic conditions patterns among people with Alzheimer's disease and related dementia: A machine learning approach to incorporate synergistic interactions.
Pui Ying Yew, Ryan Devera, Yue Liang, Razan A El Khalifa, Ju Sun, Nai-Ching Chi, Chih-Lin Chi

Alzheimers Dement· July 2024

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Potential impact of blood cholesterol guidelines on statin treatment in the U.S. population using interrupted time series analysis.
Pui Ying Yew, Matt Loth, Terrence J Adam, Julian Wolfson, Yue Liang, Chih-Lin Chi

BMC Cardiovasc Disord· May 2024

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Detecting Multimorbidity Patterns with Association Rule Mining in Patients with Alzheimer's Disease and Related Dementias.
Razan A El Khalifa, Pui Ying Yew, Chih-Lin Chi

AMIA Jt Summits Transl Sci Proc· May 2024

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Development and Validation of the Pharmacological Statin-Associated Muscle Symptoms Risk Stratification Score Using Electronic Health Record Data.
Boguang Sun, Pui Ying Yew, Chih-Lin Chi, Meijia Song, Matt Loth

Clin Pharmacol Ther· April 2024

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Measuring the Impact of Primary Care Team Composition on Patient Activation Utilizing Electronic Health Record Big Data Analytics.
Kristen K Will, Yue Liang, Chih-Lin Chi, Gerri Lamb, Michael Todd

J Patient Cent Res Rev· April 2024

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Development and application of pharmacological statin-associated muscle symptoms phenotyping algorithms using structured and unstructured electronic health records data.
Boguang Sun, Pui Ying Yew, Chih-Lin Chi, Meijia Song, Matt Loth

JAMIA Open· December 2023

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Decision rules for personalized statin treatment prescriptions over multi-objectives.
Pui Ying Yew, Yue Liang, Terrence J Adam, Julian Wolfson, Peter J Tonellato, Chih-Lin Chi

Exp Biol Med (Maywood)· December 2023

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Development and validation of the pharmacological statin-associated muscle symptoms risk stratification (PSAMS-RS) score using real-world electronic health record data.
Boguang Sun, Pui Ying Yew, Chih-Lin Chi, Meijia Song, Matt Loth

medRxiv· August 2023

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Clinical Data Cohort Quality Improvement: The Case of the Medication Data in The University of Minnesota's Clinical Data Repository.
Sebastien D Kiogou, Chih-Lin Chi, Rui Zhang, Sisi Ma, Terrence J Adam

AMIA Jt Summits Transl Sci Proc· June 2023

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Using data-driven analytics and ecological systems theory to identify risk and protective factors for school absenteeism among secondary students.
Knoo Lee, Barbara J McMorris, Chih-Lin Chi, Wendy S Looman, Matthew K Burns

J Sch Psychol· June 2023

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Development and Application of Pharmacological Statin-Associated Muscle Symptoms Phenotyping Algorithms Using Structured and Unstructured Electronic Health Records Data.
Boguang Sun, Pui Ying Yew, Chih-Lin Chi, Meijia Song, Matt Loth

medRxiv· May 2023

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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, Nai-Ching Chi

J Am Med Inform Assoc· February 2023

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Comparison of the Warfarin Dosing and Outcomes in Hmong Versus East Asians Patients: Real-World Data From an Integrated Healthcare System.
Boguang Sun, Pui Ying Yew, Ya-Feng Wen, Chih-Lin Chi, Robert J Straka

Cureus· September 2022

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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

J Biomed Inform· April 2022

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Development, implementation and participant evaluation of combining text messaging and peer group support in a weight management programme for African-American women.
Sohye Lee, Ruth Lindquist, Erica Schorr, Chih-Lin Chi, Diane J Treat-Jacobson

J Res Nurs· August 2020

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A Population-Based Study of Simvastatin Drug-Drug Interactions in Cardiovascular Disease Patients.
Jin Wang, Chih-Lin Chi, Wendy L St Peter, Angie Carlson, Matt Loth

AMIA Jt Summits Transl Sci Proc· May 2020

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Exploring Older Adults' Strengths, Problems, and Wellbeing Using De-identified Electronic Health Record Data.
Grace Gao, David Pieczkiewicz, Madeleine Kerr, Ryth Lindquist, Chih-Lin Chi

AMIA Annu Symp Proc· January 2020

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Knowledge Discovery With Machine Learning for Hospital-Acquired Catheter-Associated Urinary Tract Infections.
Jung In Park, Donna Z Bliss, Chih-Lin Chi, Connie W Delaney, Bonnie L Westra

Comput Inform Nurs· January 2020

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Big Data Cohort Extraction for Personalized Statin Treatment and Machine Learning.
Terrence J Adam, Chih-Lin Chi

Methods Mol Biol· July 2019

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Discovering Associations Among Older Adults' Characteristics and Planned Nursing Interventions Using Electronic Health Record Data.
Grace Gao, Madeleine J Kerr, Ruth A Lindquist, Chih-Lin Chi, Michelle A Mathiason

Res Theory Nurs Pract· February 2019

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