449 citations · 520 across the 22 of their papers we have counts for
3 papers · 1 filter
Dynamic Feature Acquisition Using Denoising Autoencoders
Mohammad Kachuee, Sajad Darabi, Babak Moatamed +1
In real-world scenarios, different features have different acquisition costs at test-time which necessitates cost-aware methods to optimize the cost and performance trade-off. This…
ECG Heartbeat Classification: A Deep Transferable Representation
Mohammad Kachuee, Shayan Fazeli, Majid Sarrafzadeh
Electrocardiogram (ECG) can be reliably used as a measure to monitor the functionality of the cardiovascular system. Recently, there has been a great attention towards accurate cat…
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…