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Emma Rocheteau

PhD / Researcher

University of Cambridge

Deep Learning Approaches to Electronic Health Records

Over the past decade, a digital revolution in healthcare recording and monitoring has enabled an explosion of AI research in the clinical domain. In this talk, I will give a broad overview of the field including its opportunities and challenges, before describing my own research.

In collaboration with Microsoft Research, I apply a combined convolutional/fully connected neural network to the problem of length of stay prediction in the intensive care unit.

Intermediate / Advanced

Biography

Emma is a third year PhD student in the AI Group at Cambridge.
She studied both Medicine and Engineering before starting her PhD in Computer Science.

Her research sits at the interface between medicine and machine learning.

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