Predict unit-level LoS using time-series modelling
Published in 2022
a dynamic, real-time, deployment-friendly, lightweight, end-to-end next day median ED-LoS prediction algorithm using time-series LSTM modelling. Summary
Publications
This is a subset of all my publications. See the full list here (resume).
Improvements of LACE+ 30-day Readmission Risk Score
Published in 2022
17% AUC improvement of the original LACE+ readmission risk score
MSAR: Identify comorbidities associated with recurrent ED and in-patient visits
Published in Journal 1 2022
Interpretable framework to identify top-X factors associated with ED & in-patient recurrent visits. 
Recommended citation: LLL. (2022). "Identify comorbidities associated with recurrent ED and in-patient visits." Journal 1. 1(3). https://arxiv.org/abs/2110.13769
Optical coherence tomography using physical domain data compression to achieve MHz A-scan rates
Published in 2019
Collaborative ensambles in sparse optimization
Published in 2019
Collaborative ensambles in sparse optimization
Sub-bagging in sparse optimization
Published in 2019
This work studies what is optimal bootstrapping ratio for subsampled bagging in sparse optimization. 
Reconstruction-free deep convolutional neural networks for partially observed images
Published in 2018
Reconstruction-free (imputation-free) object detection on any observed patterns 
Compressive coding via random replicate mirror
Published in 2016
System calibration and image reconstruction of compressed sensing imaging system 
Partial face recognition
Published in 2016
a framework proposed to recognize partial faces without requirement of alignment information 
