no code implementations • 22 Dec 2019 • 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.
no code implementations • 31 Jan 2019 • 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 tracking.
no code implementations • 22 Apr 2018 • Anahita Hosseini, Ting Chen, Wenjun Wu, Yizhou Sun, Majid Sarrafzadeh
To the best of our knowledge, this is the first study to use Heterogeneous Information Network for modeling clinical data and disease diagnosis.