13 citations · 13 across the 1 of their papers we have counts for
4 papers
Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study
Najibesadat Sadati, Milad Zafar Nezhad, Ratna Babu Chinnam +1
Increasing volume of Electronic Health Records (EHR) in recent years provides great opportunities for data scientists to collaborate on different aspects of healthcare research by…
A Deep Active Survival Analysis Approach for Precision Treatment Recommendations: Application of Prostate Cancer
Milad Zafar Nezhad, Najibesadat Sadati, Kai Yang +1
Survival analysis has been developed and applied in the number of areas including manufacturing, finance, economics and healthcare. In healthcare domain, usually clinical data are…
SUBIC: A Supervised Bi-Clustering Approach for Precision Medicine
Milad Zafar Nezhad, Dongxiao Zhu, Najibesadat Sadati +2
Traditional medicine typically applies one-size-fits-all treatment for the entire patient population whereas precision medicine develops tailored treatment schemes for different pa…
Observational Data-Driven Modeling and Optimization of Manufacturing Processes
Najibesadat Sadati, Ratna Babu Chinnam, Milad Zafar Nezhad
The dramatic increase of observational data across industries provides unparalleled opportunities for data-driven decision making and management, including the manufacturing indust…