Application of Efficient Data Cleaning Using Text Clustering for Semistructured Medical Reports to Large-Scale Stool Examination Reports: Methodology Study

Hyunki Woo   ^{1 *} , BS ;   Kyunga Kim   ^{1, 2 *} , PhD ;   KyeongMin Cha   ¹ , MS ;   Jin-Young Lee   ³ , MD, PhD ;   Hansong Mun   ³ , MD, PhD ;   Soo Jin Cho   ³ , MD ;   Ji In Chung   ³ , MD, PhD ;   Jeung Hui Pyo   ³ , MD ;   Kun-Chul Lee   ⁴ , PhD ;   Mira Kang   ^{1, 3} , MD, PhD

¹ Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea

² Statistics and Data Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea

³ Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea

⁴ Jason TG, Seoul, Republic of Korea

*these authors contributed equally