Population-based modeling for predicting preterm birth and its clinical applications : A decade of national health insurance data in Korea|RISS 상세보기

목차 (Table of Contents)

TABLE OF CONTENTS
ABSTRACT ........................................ i
국문 초록 ........................................ iii
TABLE OF CONTENTS ............................. viii
LIST OF TABLES .................................. x

TABLE OF CONTENTS
ABSTRACT ........................................ i
국문 초록 ........................................ iii
TABLE OF CONTENTS ............................. viii
LIST OF TABLES .................................. x
LIST OF FIGURES ............................... xii
NOMENCLATURE ................................. xiii
CHAPTER 1. INTRODUCTION .......................... 1
1.1 Background ........................................ 1
1.2 Study Aim and Objectives ......................... 6
CHAPTER 2. Theoretical Background and Literature Review .... 7
2.1 Literature review of prediction models for preterm delivery ..... 7
2.2 Methodologies for Model Development and Validation ............. 19
CHAPTER 3. METHOD ....................................... 48
3.1 Framework ........................................ 48
3.2 Data Source and Study Population ................. 51
3.3 Variable Definition .............................. 52
3.4 Model Development ................................ 56
3.5 Model Validation .................................. 64
3.6 Ethical Considerations ............................ 72
CHAPTER 4. RESULT ....................................... 74
4.1 Characteristics of Study Population ............. 74
4.2 Model Development ................................ 77
4.3 Internal Validation Study ....................... 92
4.4 External Validation Study ...................... 102
4.5 Comparison to Previous Models .................. 112
4.6 TRIPOD .......................................... 118
CHAPTER 5. DISCUSSION .................................. 121
5.1 Interpretation of Key Findings ................. 121
5.2 Comparison to Previous Models .................. 124
5.3 Strengths ....................................... 132
5.4 Limitations ..................................... 135
5.5 Policy Implementations ......................... 138
CHAPTER 6. CONCLUSION ................................. 148
ACKNOWLEDGEMENT ................................ 149
REFERENCES ...................................... 150
APPENDICES ....................................... 157

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Population-based modeling for predicting preterm birth and its clinical applications : A decade of national health insurance data in Korea

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