Search Results for author: Min Jae Lee

Found 3 papers, 2 papers with code

Rediscovery of CNN's Versatility for Text-based Encoding of Raw Electronic Health Records

1 code implementation15 Mar 2023 Eunbyeol Cho, Min Jae Lee, Kyunghoon Hur, Jiyoun Kim, Jinsung Yoon, Edward Choi

Making the most use of abundant information in electronic health records (EHR) is rapidly becoming an important topic in the medical domain.

UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge

no code implementations15 Nov 2022 Kyunghoon Hur, JungWoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Edward Choi

Despite the abundance of Electronic Healthcare Records (EHR), its heterogeneity restricts the utilization of medical data in building predictive models.

GenHPF: General Healthcare Predictive Framework with Multi-task Multi-source Learning

2 code implementations20 Jul 2022 Kyunghoon Hur, JungWoo Oh, Junu Kim, Jiyoun Kim, Min Jae Lee, Eunbyeol Cho, Seong-Eun Moon, Young-Hak Kim, Louis Atallah, Edward Choi

To address this challenge, we propose General Healthcare Predictive Framework (GenHPF), which is applicable to any EHR with minimal preprocessing for multiple prediction tasks.

Feature Engineering Multi-Task Learning

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