53 citations · 85 across the 9 of their papers we have counts for
5 papers · 1 filter
General Demographic Pre-trained Models for Enhancing Predictive Performance Across Diseases and Population
Li-Chin Chen, Ji-Tian Sheu, Yuh-Jue Chuang
Foundation models for healthcare require balancing robust generalization across heterogeneous clinical populations and disease settings with the architectural simplicity needed for…
Deep denoising autoencoder-based non-invasive blood flow detection for arteriovenous fistula
Li-Chin Chen, Yi-Heng Lin, Li-Ning Peng +5
Clinical guidelines underscore the importance of regularly monitoring and surveilling arteriovenous fistula (AVF) access in hemodialysis patients to promptly detect any dysfunction…
Preoperative Prognosis Assessment of Lumbar Spinal Surgery for Low Back Pain and Sciatica Patients based on Multimodalities and Multimodal Learning
Li-Chin Chen, Jung-Nien Lai, Hung-En Lin +3
Low back pain (LBP) and sciatica may require surgical therapy when they are symptomatic of severe pain. However, there is no effective measures to evaluate the surgical outcomes in…
Self-supervised learning-based general laboratory progress pretrained model for cardiovascular event detection
Li-Chin Chen, Kuo-Hsuan Hung, Yi-Ju Tseng +4
The inherent nature of patient data poses several challenges. Prevalent cases amass substantial longitudinal data owing to their patient volume and consistent follow-ups, however,…
Predicting the Travel Distance of Patients to Access Healthcare using Deep Neural Networks
Li-Chin Chen, Ji-Tian Sheu, Yuh-Jue Chuang +1
Objective: Improving geographical access remains a key issue in determining the sufficiency of regional medical resources during health policy design. However, patient choices can…