Chih-Lin Chi

发表

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

Chih-Lin Chi, Peter J. Tonellato, P. Tonellato, 2014, AMIA.

Feasibility Study of a Machine Learning Approach to Predict Dementia Progression

Chih-Lin Chi, Wonsuk Oh, Soo Borson, 2015, 2015 International Conference on Healthcare Informatics.

Knowledge Discovery With Machine Learning for Hospital-Acquired Catheter-Associated Urinary Tract Infections.

Jung In Park, Chih-Lin Chi, Connie W Delaney, 2019, Computers, informatics, nursing : CIN.

Personalize Warfarin Trearment by Optimizing Protocol Assignment

Chih-Lin Chi, Peter J. Tonellato, John Weissert, 2018, 2018 IEEE International Conference on Healthcare Informatics (ICHI).

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

Chih-Lin Chi, Peter J. Tonellato, Wenjun Zeng, 2017, J. Biomed. Informatics.

Individualized Patient-centered Lifestyle Recommendations: an Expert System for Communicating Patient Specific Cardiovascular Risk Information and Prioritizing Lifestyle Options

Chih-Lin Chi, William Nick Street, Jennifer G. Robinson, 2022 .

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

Chih-Lin Chi, William Nick Street, William H. Wolberg, 2007, AMIA.

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

Chih-Lin Chi, Peter J. Tonellato, Lu He, 2018, PSB.

Optimal decision support rules improve personalize warfarin treatment outcomes

Chih-Lin Chi, Peter J. Tonellato, John Weissert, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Medical decision support systems based on machine learning

Chih-Lin Chi, Chih-Lin Chi, 2009 .

Mining personalized medicine algorithms with surrogate algorithm tags

Chih-Lin Chi, Peter J. Tonellato, Prasad Patil, 2010, IHI.

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

Chih-Lin Chi, Madeleine J. Kerr, Karen A. Monsen, 2017, AMIA.

Dropout Prediction in Home Care Training

Chih-Lin Chi, Wenjun Zeng, Rui Kuang, 2017, EDM.

and Optimization-Based Decision Support System algorithm

Chih-Lin Chi, W. Nick Street, Marcia M. Ward, 2007 .

USING BIG DATA TO INDIVIDUALIZE PREDICTION OF LONG-TERM COGNITIVE TRAJECTORY

Chih-Lin Chi, Wenjun Zeng, Wonsuk Oh, 2016, Alzheimer's & Dementia.

A data mining technique for risk-stratification diagnosis.

Chih-Lin Chi, W Nick Street, 2007, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Big Data Cohort Extraction for Personalized Statin Treatment and Machine Learning.

Chih-Lin Chi, Terrence J Adam, 2019, Methods in molecular biology.

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

Chih-Lin Chi, Madeleine J. Kerr, David S. Pieczkiewicz, 2018, AMIA.

The optimal diagnostic decision sequence.

Chih-Lin Chi, W Nick Street, 2008, AMIA ... Annual Symposium proceedings. AMIA Symposium.

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

Chih-Lin Chi, Wonsuk Oh, Soo Borson, 2016, CRI.

A TRANSLATIONAL RESEARCH STRATEGY TO INDIVIDUALIZE PREDICTION OF LONG-TERM COGNITIVE TRAJECTORY

Chih-Lin Chi, Wenjun Zeng, Wonsuk Oh, 2016, Alzheimer's & Dementia.

A decision support system for cost-effective diagnosis

Chih-Lin Chi, William Nick Street, David A. Katz, 2010, Artif. Intell. Medicine.

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

Chih-Lin Chi, William Nick Street, Marcia M. Ward, 2008, J. Biomed. Informatics.

An approach to optimal individualized warfarin treatment through clinical trial simulations

Chih-Lin Chi, Peter J. Tonellato, Vincent A. Fusaro, 2010, 2010 5th Cairo International Biomedical Engineering Conference.

Personalized Anticoagulation: Optimizing Warfarin Management Using Genetics and Simulated Clinical Trials

Chih-Lin Chi, Kourosh Ravvaz, Peter J Tonellato, 2017, Circulation. Cardiovascular genetics.

Big Data Cohort Extraction to Facilitate Machine Learning to Improve Statin Treatment

Chih-Lin Chi, Thomas R Clancy, Terrence J Adam, 2017, Western journal of nursing research.

Social Determinants and Health Disparities Associated With Outcomes of Women of Childbearing Age Who Receive Public Health Nurse Home Visiting Services

Chih-Lin Chi, Karen A Monsen, Joan K. Brandt, 2017, Journal of obstetric, gynecologic, and neonatal nursing : JOGNN.

A Systems Approach to Designing Effective Clinical Trials Using Simulations

Chih-Lin Chi, Peter J Tonellato, V. Fusaro, 2013, Circulation.