Search Results for author: Seyedmostafa Sheikhalishahi

Found 3 papers, 1 papers with code

Benchmarking machine learning models on multi-centre eICU critical care dataset

2 code implementations2 Oct 2019 Seyedmostafa Sheikhalishahi, Vevake Balaraman, Venet Osmani

This is the first public benchmark on a multi-centre critical care dataset, comparing the performance of clinical gold standard with our predictive model.

Benchmarking BIG-bench Machine Learning +3

Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

no code implementations15 Aug 2019 Seyedmostafa Sheikhalishahi, Riccardo Miotto, Joel T. Dudley, Alberto Lavelli, Fabio Rinaldi, Venet Osmani

There is a notable use of relatively simple methods, such as shallow classifiers (or combination with rule-based methods), due to the interpretability of predictions, which still represents a significant issue for more complex methods.

Clinical Knowledge Word Embeddings

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