Publications (23)
Distributed representation of patients and its use for medical cost prediction
Xianlong Zeng, Soheil Moosavinasab, En-Ju D Lin +3
Efficient representation of patients is very important in the healthcare domain and can help with many tasks such as medical risk prediction. Many existing methods, such as diagnos…
Sequence-to-Set Semantic Tagging: End-to-End Multi-label Prediction using Neural Attention for Complex Query Reformulation and Automated Text Categorization
Manirupa Das, Juanxi Li, Eric Fosler-Lussier +5
Novel contexts may often arise in complex querying scenarios such as in evidence-based medicine (EBM) involving biomedical literature, that may not explicitly refer to entities or…
Pre-training transformer-based framework on large-scale pediatric claims data for downstream population-specific tasks
Xianlong Zeng, Simon Lin, Chang Liu
The adoption of electronic health records (EHR) has become universal during the past decade, which has afforded in-depth data-based research. By learning from the large amount of h…
and the black hole interior
Shadi Ali Ahmad, Ahmed Almheiri, Simon Lin
There is ample evidence that the bulk dual of a deformed holographic CFT is a gravitational system with a finite area cutoff boundary. For states dual to black hole…
Reflected entropy in random tensor networks III: triway cuts
Chris Akers, Thomas Faulkner, Simon Lin +1
For general random tensor network states at large bond dimension, we prove that the integer Rényi reflected entropies (away from phase transitions) are determined by minimal triwa…
Assessing Technical Performance in Differential Gene Expression Experiments with External Spike-in RNA Control Ratio Mixtures
Sarah A. Munro, Steve P. Lund, P. Scott Pine +30
There is a critical need for standard approaches to assess, report, and compare the technical performance of genome-scale differential gene expression experiments. We assess techni…