Ahmet Gorkem Er on Muck Rack

Ahmet Gorkem Er

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Multimodal data fusion using sparse canonical correlation analysis and cooperative learning: a COVID-19 cohort study - npj Digital Medicine

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By Berrin Er, Christoph Sadée, Mustafa Ozmen, Ahmet Gorkem Er, Yesim Aydin Son
| Nature
Abstract Through technological innovations, patient cohorts can be examined from multiple views with high-dimensional, multiscale biomedical data to classify clinical phenotypes and predict outcomes. Here, we aim to present our approach for analyzing multimodal data using unsupervised and supervised sparse linear methods in a COVID-19 patient cohort. This prospective cohort study of 149 adult patients was conducted in a tertiary care academic center.
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