Applications of Machine Learning in Pharmacogenomics: Clustering Plasma Concentration-Time Curves

no code implementations • 24 Oct 2022 • Jackson P. Lautier, Stella Grosser, Jessica Kim, Hyewon Kim, Junghi Kim

Our case study finds that an unsupervised ML clustering with Euclidean distance, without any subject genetic information, is able to independently validate the same conclusions as the reference pharmacogenomic results.

Clustering Data Visualization +4

CareCall: a Call-Based Active Monitoring Dialog Agent for Managing COVID-19 Pandemic

no code implementations • 6 Jul 2020 • Sang-Woo Lee, Hyunhoon Jung, SukHyun Ko, Sunyoung Kim, Hyewon Kim, Kyoungtae Doh, Hyunjung Park, Joseph Yeo, Sang-Houn Ok, Joonhaeng Lee, Sungsoon Lim, Minyoung Jeong, Seongjae Choi, SeungTae Hwang, Eun-Young Park, Gwang-Ja Ma, Seok-Joo Han, Kwang-Seung Cha, Nako Sung, Jung-Woo Ha

Tracking suspected cases of COVID-19 is crucial to suppressing the spread of COVID-19 pandemic.