61 citations · 99 across the 11 of their papers we have counts for
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cs.LG2024
Towards Interpretable End-Stage Renal Disease (ESRD) Prediction: Utilizing Administrative Claims Data with Explainable AI Techniques
Yubo Li, Saba Al-Sayouri, Rema Padman
This study explores the potential of utilizing administrative claims data, combined with advanced machine learning and deep learning techniques, to predict the progression of Chron…
eess.IV2024
YouTube Video Analytics for Patient Engagement: Evidence from Colonoscopy Preparation Videos
Yawen Guo, Xiao Liu, Anjana Susarla +1
Videos can be an effective way to deliver contextualized, just-in-time medical information for patient education. However, video analysis, from topic identification and retrieval t…
q-bio.QM2024
Enhancing End Stage Renal Disease Outcome Prediction: A Multi-Sourced Data-Driven Approach
Yubo Li, Rema Padman
Objective: To improve prediction of Chronic Kidney Disease (CKD) progression to End Stage Renal Disease (ESRD) using machine learning (ML) and deep learning (DL) models applied to…