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Provenance-Centered Dataset of Drug-Drug Interactions
Published on Nov 10, 20151314 Views
Over the years several studies have demonstrated the ability to identify potential drug-drug interactions via data mining from the literature (MEDLINE), electronic health records, public databases
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Chapter list
Provenance-Centered Dataset of Drug-Drug Interactions00:00
Motivation00:26
Challenges - 101:15
Challenges - 201:24
Challenges - 301:27
Challenges - 401:55
Challenges - 501:58
Challenges - 602:10
Challenges - 702:10
Challenges - 802:11
Challenges - 902:12
Our solution02:12
Bonus features02:45
Why nanopublications and trusty URIs?03:02
Sample DDIs04:08
Dataset overview04:43
Data Schema: DDI05:17
Data Schema: Drug and mappings06:09
How do we derive the event part of a DDI06:46
LIDDI: DDIs from HER07:44
LIDDI: DDIs from public sources08:19
LIDDI: DDIs generated by prediction methods - 109:59
LIDDI: DDIs generated by prediction methods - 210:53
Dataset Statistics12:00
Usages of LIDDI12:37
Future Work13:33
Acknowledgements to our data providers14:40
Thank you14:59