Health Informatics
1. Hierarchical Prescription Pattern Analysis
Paper Publication:
Shin, S., Oh, J., Park, S., Kim, M., & Moon, I. C. (2015). Hierarchical Prescription Pattern Analysis with Symptom Labels. Pattern Recognition Letters, 111, 94–100
2. Disease and Medication Joint Space Modeling
Paper Publication:
Park, S., Choi, D. S., Kim, M., Chul, W., Kim, C. H., & Moon, I. C.(2017). Identifying prescription patterns with a topic model of diseases and medications. Journal of Biomedical Informatics, 75, 35–47
3. EKG Signal Screen Detection and Processing
Demonstration Video Link:
- https://youtu.be/lo1CU4W-A3g
- https://youtu.be/zUpnqT5zBrc
- https://youtu.be/rv594o8RKBw
4. 방문간호사 연계서비스 추천시스템
5. 대상자 및 복지정책 정보를 활용한 복지 프로그램 추천시스템
Paper Publication:
김성은, 지민기, 문일철, 주원영. (2023). 조건부 변분오토인코더 및 협업필터링을 활용한 복지 프로그램 추천. 대한산업공학회지, 49(1), 28-36, 10.7232/JKIIE.2023.49.1.028
6. 기계학습을 활용한 위기아동 탐지
- PreviousDefense Modeling and Simulation