maternal mortality and its causes and how to reduce maternal mortality
Workshop overview dictionary demonstration
1. Workshop overview
• Y/our backgrounds and interests and what we want
• How does mining work and what can it do for YOU/Cochrane?
• Demonstration with emphasis on dictionaries.
• What would YOU like a system to do?
• Your dictionary/ies in action
• Advanced (chemistry, diagram mining)
• ANY early adopter can obtain our (Open) software and run it at
home for any resource (medical, agricultural, government, climate,
etc.). We will help you during next 24 hours.
• All material CC BY.
2. Cochrane UK & Ireland
Symposium 2016,
Birmingham, UK, 2016-03-15
Let the Machine Help
with your
Systematic Reviews
Peter Murray-Rust1,2
Christopher Kittel2
[1]University of Cambridge
[2]TheContentMine
Simple, Universal,
Knowledge creation and re-use
3. The Right to Read is the Right to Mine**PeterMurray-Rust, 2011
http://contentmine.org
4. Resources
• Europe PubMedCentral http://europepmc.org/
• ContentMine toolkit https://github.com/ContentMine/
• Wikidata:
https://www.wikidata.org/wiki/Wikidata:Main_Page
• Hypothes.is https://hypothes.is/ [1]
• Etherpad: http://pads.cottagelabs.com/p/cochrane2016
• Note: early adopters can obtain our (Open) software and
run it at home…
• [1] Not used in CochraneBham workshop
23. Systematic Reviews
Can we:
• eliminate true negatives automatically?
• extract data from formulaic language?
• mine diagrams?
• Annotate existing sources?
• forward-reference clinical trials?
24. Polly has 20 seconds to read this paper…
…and 10,000 more
25. ContentMine software can do this in a few minutes
Polly: “there were 10,000 abstracts and due
to time pressures, we split this between 6
researchers. It took about 2-3 days of work
(working only on this) to get through
~1,600 papers each. So, at a minimum this
equates to 12 days of full-time work (and
would normally be done over several weeks
under normal time pressures).”
26. 400,000 Clinical Trials
In 10 government registries
Mapping trials => papers
http://www.trialsjournal.com/content/16/1/80
2009 => 2015. What’s
happened in last 6 years??
Search the whole scientific literature
For “2009-0100068-41”