2 papers
cs.LG2025
Temporal Dynamic Embedding for Irregularly Sampled Time Series
Mincheol Kim, Soo-Yong Shin
In several practical applications, particularly healthcare, clinical data of each patient is individually recorded in a database at irregular intervals as required. This causes a s…
cs.LG2024
Novel Development of LLM Driven mCODE Data Model for Improved Clinical Trial Matching to Enable Standardization and Interoperability in Oncology Research
Aarsh Shekhar, Mincheol Kim
Each year, the lack of efficient data standardization and interoperability in cancer care contributes to the severe lack of timely and effective diagnosis, while constantly adding…