31 citations · 37 across the 4 of their papers we have counts for
4 papers
ICE-NODE: Integration of Clinical Embeddings with Neural Ordinary Differential Equations
Asem Alaa, Erik Mayer, Mauricio Barahona
Early diagnosis of disease can lead to improved health outcomes, including higher survival rates and lower treatment costs. With the massive amount of information available in elec…
Extracting information from free text through unsupervised graph-based clustering: an application to patient incident records
M. Tarik Altuncu, Eloise Sorin, Joshua D. Symons +4
The large volume of text in electronic healthcare records often remains underused due to a lack of methodologies to extract interpretable content. Here we present an unsupervised f…
From Free Text to Clusters of Content in Health Records: An Unsupervised Graph Partitioning Approach
M. Tarik Altuncu, Erik Mayer, Sophia N. Yaliraki +1
Electronic Healthcare records contain large volumes of unstructured data in different forms. Free text constitutes a large portion of such data, yet this source of richly detailed…
From Text to Topics in Healthcare Records: An Unsupervised Graph Partitioning Methodology
M. Tarik Altuncu, Erik Mayer, Sophia N. Yaliraki +1
Electronic Healthcare Records contain large volumes of unstructured data, including extensive free text. Yet this source of detailed information often remains under-used because of…