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Covid-19 Notice

All campus events (including Division of Extension sponsored events outside of Dane County) are canceled through August 17, with limited exceptions to be granted by deans or vice chancellors. Even if an event is not yet labeled as canceled, it's likely to be canceled, postponed or modified to online only, from now through August 17. Please check with organizers before attending.

Colloquium: Machine Learning for Medical Decision Support

Event Details

Date
Tuesday, January 29, 2019
Time
4-5 p.m.
Description

With the rapid growth of electronic health records and the advancement of machine learning technologies, needs for AI-enabled clinical decision-making support is emerging. In this talk, I will present some recent work toward these needs, where an integrative system that distills insights from large-scale and heterogeneous patient data, as well as learns and integrates medical knowledge from broader sources such as the literatures and domain experts, and empowers medical professionals to make accurate and efficient decisions within the clinical flow, was built. In particular, I will discuss two aspects of practical clinical decision-support -- automatic generation of textual reports from chest X-ray images and effective retrieval of similar patients for personalized treatment. 

Cost
Free

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