3 papers
cs.LG2019
Hierarchical Target-Attentive Diagnosis Prediction in Heterogeneous Information Networks
Anahita Hosseini, Tyler Davis, Majid Sarrafzadeh
We introduce HTAD, a novel model for diagnosis prediction using Electronic Health Records (EHR) represented as Heterogeneous Information Networks. Recent studies on modeling EHR ha…
cs.LG2019
Unsupervised Prediction of Negative Health Events Ahead of Time
Anahita Hosseini, Majid Sarrafzadeh
The emergence of continuous health monitoring and the availability of an enormous amount of time series data has provided a great opportunity for the advancement of personal health…
cs.AI2018
HeteroMed: Heterogeneous Information Network for Medical Diagnosis
Anahita Hosseini, Ting Chen, Wenjun Wu +2
With the recent availability of Electronic Health Records (EHR) and great opportunities they offer for advancing medical informatics, there has been growing interest in mining EHR…