Betty Chia-Chen Chang
Biographic Data
| ID | 10444316 |
|---|---|
| NAME | Betty Chia-Chen Chang |
| GIVEN NAMES | Betty Chia-Chen |
| FAMILY NAME | Chang |
| SIGNATURE | CHANG B C |
| AFFILIATIONS | Department of Family Medicine, Mackay Memorial Hospital 25160, Taipei City 11217, Taiwan |
| VERIFIED | No |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2021 |
| H-INDEX | 0 |
Development of Machine Learning Models for Prediction of Smoking Cessation Outcome
Predictors for success in smoking cessation have been studied, but a prediction model capable of providing a success rate for each patient attempting to quit smoking is still lacking. The aim of this study is to develop prediction models using machine learning algorithms to predict the outcome of smoking cessation. Data was acquired from patients underwent smoking cessation program at one medical center in Northern Taiwan. A total of 4875 enrollm…
Association of Depression and Excessive Daytime Sleepiness among Sleep-Deprived College Freshmen in Northern Taiwan
EDS significantly predicted depression among college freshmen. Using a computer for a long time and less sleep duration during non-holidays contributed to EDS of college freshmen. Youths who experience EDS are recommended to seek assessment for depression symptoms and sleep-deprived behaviors, thus allowing physicians to offer appropriate screening and treatment
Factors Correlated with Success Rate of Outpatient Smoking Cessation Services in Taiwan
Smoking is the leading cause of preventable death. The purpose of this study was to explore the patient’s and physician’s factors that are correlated with smoking cessation success rate. A total of 877 smokers who visited the outpatient smoking cessation services at a medical center in Northern Taiwan were recruited for the study. Phone interviews were carried out six months after the initial visit to evaluate the success rate of smoking cessatio…
No prominent works on this page.
Factors Correlated with Success Rate of Outpatient Smoking Cessation Services in Taiwan
Smoking is the leading cause of preventable death. The purpose of this study was to explore the patient’s and physician’s factors that are correlated with smoking cessation success rate. A total of 877 smokers who visited the outpatient smoking cessation services at a medical center in Northern Taiwan were recruited for the study. Phone interviews were carried out six months after the initial visit to evaluate the success rate of smoking cessatio…
Association of Depression and Excessive Daytime Sleepiness among Sleep-Deprived College Freshmen in Northern Taiwan
EDS significantly predicted depression among college freshmen. Using a computer for a long time and less sleep duration during non-holidays contributed to EDS of college freshmen. Youths who experience EDS are recommended to seek assessment for depression symptoms and sleep-deprived behaviors, thus allowing physicians to offer appropriate screening and treatment
Development of Machine Learning Models for Prediction of Smoking Cessation Outcome
Predictors for success in smoking cessation have been studied, but a prediction model capable of providing a success rate for each patient attempting to quit smoking is still lacking. The aim of this study is to develop prediction models using machine learning algorithms to predict the outcome of smoking cessation. Data was acquired from patients underwent smoking cessation program at one medical center in Northern Taiwan. A total of 4875 enrollm…
Medicine (3 works) · Demography (2 works) · Demography (2 works) · Internal Medicine (2 works) · Logistic regression (2 works) · Psychology (2 works) · Smoking Behavior and Cessation (2 works) · Smoking cessation (2 works) · Air Quality and Health Impacts (1 work) · Artificial Intelligence (1 work)