Projects

Machine Learning Projects

Health Informatics

1. Hierarchical Prescription Pattern Analysis

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Paper Publication:

Shin, S., Oh, J., Park, S., Kim, M., & Moon, I. C. (2015). Hierarchical Prescription Pattern Analysis with Symptom Labels. Pattern Recognition Letters111, 94–100 


2. Disease and Medication Joint Space Modeling

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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

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Demonstration Video Link:

https://youtu.be/lo1CU4W-A3g 


https://youtu.be/zUpnqT5zBrc 


https://youtu.be/rv594o8RKBw 


4. 방문간호사 연계서비스 추천시스템

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5. 대상자 및 복지정책 정보를 활용한 복지 프로그램 추천시스템

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Paper Publication:

김성은지민기문일철주원영. (2023). 조건부 변분오토인코더 및 협업필터링을 활용한 복지 프로그램 추천대한산업공학회지, 49(1), 28-36, 10.7232/JKIIE.2023.49.1.028 


6. 기계학습을 활용한 위기아동 탐지

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