Current Research

MOMENTUM study – Exploring intersection of metabolic vulnerability and endocrine therapy in breast cancer through AI techniques and real-world data from multi-insitutions in Korea.

#clinical research data platform #data pipelining #multi-intitution(hospital) #landscape study Participating Institutions: Confidential yet

The Social Determinants of Health and Breast Cancer mortality by area of residence: integrating clinical and public data sources

#multi-layer data integration #breast cancer #urban environment #international collaboration #GIS #GWR #public big data platform
Participating researcher: University of cincinnati, Harvard University, Tufts University, Samsung Medical Center, SKKU

Investigating Adverse Event Profiles of Aromatase Inhibitors in Relation to Body Weight Using FAERS Database

#public data #FAERS #ADE/ADRs #disproportional analysis #massive data handling #RWE
Participating researcher: Samsung Medical Center, Seoul National University

Patient is NOT all you need : Enhancing Machine Learning-based COVID-19 Screening Models with Epidemiological and Mobility Features (under review)

#prediction #fever dataset #mobiledoctor #ML #feature engineering
Participating researcher: Samsung Medical Center, SKKU, Mobile Doctor inc.