Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Graphs for Data Science in Public Health Research
1. The Covid Graph
How the neo4j community joins forces against Covid19
https://covidgraph.org/
2. Who we are
We are a diverse team of scientists, developers and data people from academia and industry
3. Overall goal
We build a knowledge graph on COVID-19 that integrates various public datasets.
We structure data - connect data
We connect entities from biomedical field such as genes, proteins, molecular pathways
https://www.kaggle.com/allen-institute-for-ai/CORD-19-research-challenge
6. Our super heros - researchers and medical doctors
Did you read this
interesting paper
about Covid19 and
Gen X?
No not
yet…!
7. … have expert knowledge
Did you read this
interesting paper
about Covid19 and
Gen X?
No not
yet…!
… oh, and this
publication
reveals that ‚XYZ‘
is a marker for
diabetes…
oh yeah I
knew
that…!
8. … have expert knowledge
Did you read this
interesting paper
about Covid19 and
Gen X?
No not
yet…!
… oh, and this
publication
reveals that ‚XYZ‘
is a marker for
diabetes…
oh yeah I
knew
that…!
Did you know that
protein Y is
mentioned to
cause lung
disease?
No but sounds
interesting…!
9. Challenge today: cope with literature
Did you read this
interesting paper
about Covid19 and
Gen X?
No not
yet…!
… oh, and this
publication
reveals that ‚XYZ‘
is a marker for
diabetes…
oh yeah I
knew
that…!
Did you know that
protein Y is
mentioned to
cause lung
disease?
No but sounds
interesting…!
44k
10. Cope with literature, genes, proteins, …
Covid19 and
Diabetes?
100k genomes - cool
tell me about the
results
AD?
Didn’t know about
this study…
P881208…?
cryo-EM structure of the complete and ligand-
saturated receptor ectodomain
17. has synonyms
has synonyms
transcribed
translated
mentioned mentioned
is Keyword
is
isbiomarker
is
Covid19
Protein
Y
Gene
X
Diabetes
Disease
Disease
Pub
A
HbA1c
encodes
Metabolite
M
Transcript
Z
SNP
K
Publication
1
Publication
2
Publication
31
Publication
5430
Patent
WOxxxPatent
WOxxx
Patent
WOxxx
18. Covid19 and other diseases, risks,…
Find hidden connections
Diabetes
Corona
virus
?
people with diabetes
= increased risk of infection
= increased risk to die
22. Example synonyms for gene „FOXA2“
obviously the synonyms of FOXA2 are not that obvious
in our graph database query include all synonyms on
gene, transcript and on protein level
28. Our appeal
data loader
know-how
user application
Developer Researcher
try out tool
define use cases
end user
application support
Content Provider
provide access data
Contact us via: https://covidgraph.org