9 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 9 cited
Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning: A Case Study on a Coronary Artery Disease Patient Cohort
Peyman Ghasemi, Joon Lee
The use of International Classification of Diseases (ICD) codes in healthcare presents a challenge in selecting relevant codes as features for machine learning models due to this s…
cs.LG2023
Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning
Adrienne Kline, Joon Lee
Model evaluation is a critical component in supervised machine learning classification analyses. Traditional metrics do not currently incorporate case difficulty. This renders the…