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Mining and communicating biomedical knowledge
1.
Mining and communicating
biomedical knowledge Lars Juhl Jensen
2.
Part 1 complex
regulation
3.
cell-cycle regulation
4.
5.
microarrays
6.
7.
time courses
8.
Gauthier et al.,
Nucleic Acids Research , 2007
9.
protein interactions
10.
Jensen & Bork,
Science , 2008
11.
temporal network
12.
de Lichtenberg, Jensen
et al., Science , 2005
13.
just-in-time assembly
14.
de Lichtenberg, Jensen
et al., Cell Cycle , 2007
15.
evolutionary flexibility
16.
individual genes
17.
Jensen, Jensen, de
Lichtenberg et al., Nature , 2006
18.
protein complexes
19.
Jensen, Jensen, de
Lichtenberg et al., Nature , 2006
20.
just-in-time assembly
21.
Part 2 buried
knowledge
22.
exponential growth
23.
24.
25.
some things are
constant
26.
27.
~45 seconds per
paper
28.
computer
29.
as smart as
a dog
30.
teach it specific
tricks
31.
32.
33.
named entity recognition
34.
new uses for
old drugs
35.
Campillos & Kuhn
et al., Science , 2008
36.
augmented browsing
37.
Pafilis, O’Donoghue, Jensen
et al., Nature Biotechnology , 2009
38.
semantic indexing
39.
>10 km <10
hours
40.
41.
Part 3 science
communication
42.
~150 years ago
43.
44.
today
45.
46.
incremental evolution
47.
historical baggage
48.
49.
50.
51.
subscription charges
52.
space restrictions
53.
issues
54.
editorial filtering
55.
pre-publication peer review
56.
the world has
changed
57.
58.
internet economy
59.
60.
publishing is changing
61.
open access
62.
free to download
63.
free to reuse
64.
same publication process
65.
66.
publish first
67.
68.
filter later
69.
70.
post-publication peer review
71.
conference reporting
72.
Brumfiel, Nature
, 2009
73.
Saunders et al.,
PLoS Computational Biology , 2009
74.
75.
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