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Natural Language Processing for Precision Medicine

 Hoifung Poon, Chris Quirk, Kristina Toutanova, Scott Wen-tau Yih
  18th-Oct-2017
Description: Cancer is caused by genetic mutations Cells divide billions of times everyday Each division generates a few mutations Inevitable: Enough of right mutations. Traditionally classified by originating organ “Similar” tumors might have few common mutations “20-80 rule”: Treatments often fail for most patients.
Views: 2431
Domain: Medical
Category: Biotech/Pharma
Contributing Organization: Microsoft
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Contents:
Natural Language Processing for
Precision Medicine
Hoifung Poon, Chris Quirk, Kristina Toutanova, Scott Wen-tau Yih

1

First Half
Precision medicine
Annotation bottleneck
Extract complex structured information
Beyond sentence boundary

2

Second Half
Reasoning
Applications to precision medicine
Resources
Open problems

3

Part 1: Precision Medicine
What is precision medicine
Why it’s an ... See more

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