56 citations · 110 across the 24 of their papers we have counts for
3 papers · 1 filter
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,…
Interpretations of Domain Adaptations via Layer Variational Analysis
Huan-Hsin Tseng, Hsin-Yi Lin, Kuo-Hsuan Hung +1
Transfer learning is known to perform efficiently in many applications empirically, yet limited literature reports the mechanism behind the scene. This study establishes both forma…