1.7k citations · 2.4k across the 47 of their papers we have counts for
4 papers · 1 filter
Predictive Clinical Decision Support System with RNN Encoding and Tensor Decoding
Yinchong Yang, Peter A. Fasching, Markus Wallwiener +3
With the introduction of the Electric Health Records, large amounts of digital data become available for analysis and decision support. When physicians are prescribing treatments t…
Relational Models
Volker Tresp, Maximilian Nickel
We provide a survey on relational models. Relational models describe complete networked {domains by taking into account global dependencies in the data}. Relational models can lead…
Going Digital: A Survey on Digitalization and Large Scale Data Analytics in Healthcare
Volker Tresp, J. Marc Overhage, Markus Bundschus +3
We provide an overview of the recent trends towards digitalization and large scale data analytics in healthcare. It is expected that these trends are instrumental in the dramatic c…
Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks
Cristóbal Esteban, Oliver Staeck, Yinchong Yang +1
In clinical data sets we often find static information (e.g. patient gender, blood type, etc.) combined with sequences of data that are recorded during multiple hospital visits (e.…