망막 질환 진단을 위한 베이지안 네트워크에 기초한 데이터 분석

목차 (Table of Contents)

• 요약
• ABSTRACT
• 1. 서론
• 2. 기존 연구
• 3. 베이지안 네트워크
• 4. 실험 및 결과
• 5. 결론 및 향후 연구
• 참고문헌

참고문헌 (Reference)

1 유형곤, "유전성 망막질환" 서울대학교출판문화원 2011

2 손호선, "심장 질환 진단을 위한 베이지안 분류기법" 13 (13): 39-42, 2006

3 정용규, "베이지안 망에 기초한 불임환자 임상데이터의 분석" 한국정보처리학회 9 (9): 625-634, 2002

4 이제영, "베이지안 네트워크를 활용한 정신장애 질병 섬망의 주요 위험인자와 오즈비" 한국데이터정보과학회 22 (22): 217-225, 2011

5 김현미, "망막색소변성 데이터의 예후 예측을 위한 패턴 분류" 한국멀티미디어학회 15 (15): 701-710, 2012

6 "Weka Manual 3.6.5"

7 Michael A. Sandberg, "Visual Acuity Is Related to Parafoveal Retinal Thickness in Patients with Retinitis Pigmentosa and Macular Cysts" 49 (49): 4568-4572, 2008

8 I. Tsamardinos, "Time and Sample Efficient Discovery of Markov Blankets and Direct Causal Relations" 24-27, 2003

9 Michael A. Sandberg, "The Association Between Visual Acuity and Central Retinal Thickness Retinitis Piagmentosa" 46 (46): 3349-3354, 2005

10 A. Chinnasamy, "Protein Structure and Fold Prediction Using Tree-Augmented Naive Bayesian Classifier" 9 : 387-398, 2004

11 A. Oishi, "Photoreceptor Integrity and Visual Acuity in Cystoids Macular Oedema Associated with Retinitis Pigmentosa" 23 (23): 1411-1416, 2009

12 Hyewon Chung, "Optical Coherence Tomography in the Diagnosis and Monitoring of Cystoid Macular Edema in Patients with Retinitis Pigmentosa" 26 (26): 922-927, 2006

13 J. Cheng, "Learning Bayesian Belief Network Classifiers : Algorithm and System" 2056 : 141-151, 2001

14 P. Tan, "Introduction to Data Mining" Addison Wesley Longman 2007

15 Liangxiao Jiang, "Improving Tree Augmented Naive Bayes for Class Probability Estimation" 26 : 239-245, 2012

16 S. Aizawa, "Correlation Between Visual Function and Photoreceptor Inner/outer Segment Junction in Patients with Retinitis Pigmentosa" 23 (23): 304-308, 2009

17 J. Cheng, "Comparing Bayesian Network Classifiers, In Proc. of the 15th Conf. on Uncertainty in Artificial Intelligence" Morgan Kaufmann Publishers 101-107, 1999

18 N. Friedman, "Bayesian Network Classifiers" 29 : 131-163, 1997

19 Jensen F. V., "An Introduction to Bayesian Networks" Springer-Verlag 1996