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h1. {page-info:title}
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Semantic
...
Infrastructure
...
Metadata
...
Specialist
...
User
...
Story
...
6:
...
Support
...
data
...
transformations
...
in
...
order
...
to
...
allow
...
different
...
flow
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cytrometry
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tools
...
to
...
work
...
together
Domain Description
Flow cytometry (FCM)
...
is
...
a
...
technique
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for
...
counting
...
and
...
examining
...
microscopic
...
particles,
...
which
...
is
...
routinely
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used
...
in
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the
...
diagnosis
...
of
...
health
...
disorders,
...
especially
...
blood
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cancers,
...
but
...
has
...
many
...
other
...
applications
...
in
...
both
...
research
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and
...
clinical
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practice.
...
Automated
...
identification
...
systems
...
could
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potentially
...
help
...
findings
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of
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rare
...
and
...
hidden
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populations.
...
An
...
informatics
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specialist
...
is
...
working
...
on
...
objectively
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comparing
...
many
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of
...
the
...
FCM
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analytical
...
methods
...
available
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in
...
the
...
community
...
for
...
use
...
in
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automated
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population
...
identification
...
using
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computational
...
methods.
...
The
...
primary
...
barrier
...
to
...
this
...
evaluation
...
is
...
the
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wide
...
variety
...
of
...
data
...
standards
...
used
...
by
...
the
...
tooling,
...
which
...
includes
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MIFlowCyt,
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ACS,
...
NetCDF,
...
Gating-ML,
...
FuGEFlow,
...
and
...
OBI.
...
The
...
informaticist
...
decides
...
to
...
take
...
an
...
approach
...
of
...
defining
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semantic
...
relationships
...
and
...
transformation
...
services.
...
The
...
result
...
is
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a
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system
...
in
...
which
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FCM
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analytical
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workflows
...
are
...
able
...
to
...
discover
...
and
...
perform
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translations
...
as
...
needed
...
during
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analytical
...
comparisons.
...
Technical
...
Description
...
Semantic
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relationship
...
and
...
rules
...
between
...
data
...
elements
...
can
...
be
...
formed,
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stored,
...
and
...
shared
...
in
...
the
...
metadata
...
repository.
...
Furthermore,
...
these
...
relationships
...
can
...
be
...
reasoned
...
on
...
using
...
a
...
inference
...
engines
...
and
...
workflow
...
engines.
...
Translation
...
services
...
can
...
be
...
defined
...
and
...
identified
...
as
...
such,
...
which
...
would
...
allow
...
for
...
them
...
to
...
be
...
discovered
...
and
...
applied
...
as
...
needed.
...
Cross
...
Reference
Related Services
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