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Mining molecules from text and data
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Lars Juhl Jensen
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Mining molecules from text and data
1.
Mining molecules from
text and data Lars Juhl Jensen
2.
Reflect
3.
augmented browsing
4.
Pafilis, O’Donoghue, Jensen
et al., Nature Biotechnology , 2009 O’Donoghue et al., Journal of Web Semantics , 2010
5.
web services
6.
7.
STITCH
8.
Kuhn et al.,
Nucleic Acids Research , 2010
9.
>74,000 small molecules
10.
>2.5 million proteins
11.
630 genomes
12.
Gleevec
13.
14.
evidence types
15.
primary experimental data
16.
physical interactions
17.
18.
curated knowledge
19.
drug targets
20.
pathways
21.
>10 km
22.
literature mining
23.
co-mentioning
24.
25.
NLP Natural Language
Processing
26.
27.
integration
28.
incomparable data
29.
quality scores
30.
calibrate vs. gold
standard
31.
32.
larsjuhljensen
Notes de l'éditeur
This is a conservative estimate based only on what is in PubMed Too much to read! Text mining used to extract relations Similar methods used to mine medical records and link diseases
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