Technology in Society,
Journal Year:
2023,
Volume and Issue:
75, P. 102384 - 102384
Published: Oct. 11, 2023
In
turbulent
environments,
one
of
the
fundamental
problems
is
high
risk
failure
in
new
innovation
projects
that
affects
organizational
behaviour
and
performance
firms.
The
study
here
clarifies
theoretical
structure
project-level
proposing
a
definition
three
general
types
determinants:
errors
planning
design,
project
execution
marketization.
Innovation
when
organizations
do
not
achieve
main
goal
because
set
errors.
A
case
research
proposed
framework
with
examples
pharmaceutical
sector,
aerospace
aircraft
industries,
information
&
communications
technologies
industries.
Results
suggest
associated
difficulty,
environmental
complexity
uncertainty.
Different
strategies
to
reduce
leading
improve
technological
development
are
proposed,
such
as
learning
processes,
adaptation
perspective,
game
theory
models,
stage-gate
method,
etc.
concept
causes
can
guide
R&D
managers,
designers,
analysts,
policymakers
know
determinant
how
appropriate
for
competitive
advantage
markets
society.
Genes & Diseases,
Journal Year:
2022,
Volume and Issue:
10(4), P. 1367 - 1401
Published: March 18, 2022
Cancer
is
an
abnormal
state
of
cells
where
they
undergo
uncontrolled
proliferation
and
produce
aggressive
malignancies
that
causes
millions
deaths
every
year.
With
the
new
understanding
molecular
mechanism(s)
disease
progression,
our
knowledge
about
snowballing,
leading
to
evolution
many
therapeutic
regimes
their
successive
trials.
In
past
few
decades,
various
combinations
therapies
have
been
proposed
are
presently
employed
in
treatment
diverse
cancers.
Targeted
drug
therapy,
immunotherapy,
personalized
medicines
now
largely
being
employed,
which
were
not
common
a
years
back.
The
field
cancer
discoveries
therapeutics
evolving
fast
as
type-specific
biomarkers
progressively
identified
several
types
cancers
nowadays
undergoing
systematic
therapies,
extending
patients'
disease-free
survival
thereafter.
Although
growing
evidence
shows
targeted
approach
could
be
future
medicine,
chemotherapy
remains
opted
option
despite
its
known
side
effects
on
patient's
physical
psychological
health.
Chemotherapeutic
agents/pharmaceuticals
served
great
purpose
over
decades
remained
frontline
choice
for
advanced-stage
surgery
and/or
radiation
therapy
cannot
prescribed
due
specific
reasons.
present
report
succinctly
reviews
existing
contemporary
advancements
assesses
status
enrolled
drugs/pharmaceuticals;
it
also
comprehensively
discusses
emerging
role
specific/targeted
strategies
achieve
better
clinical
success/survival
rate
patients.
BMC Medical Research Methodology,
Journal Year:
2022,
Volume and Issue:
22(1)
Published: Nov. 5, 2022
Abstract
Background
The
increased
adoption
of
the
internet,
social
media,
wearable
devices,
e-health
services,
and
other
technology-driven
services
in
medicine
healthcare
has
led
to
rapid
generation
various
types
digital
data,
providing
a
valuable
data
source
beyond
confines
traditional
clinical
trials,
epidemiological
studies,
lab-based
experiments.
Methods
We
provide
brief
overview
on
type
sources
real-world
common
models
approaches
utilize
analyze
data.
discuss
challenges
opportunities
using
for
evidence-based
decision
making
This
review
does
not
aim
be
comprehensive
or
cover
all
aspects
intriguing
topic
RWD
(from
both
research
practical
perspectives)
but
serves
as
primer
provides
useful
readers
who
interested
this
topic.
Results
Conclusions
Real-world
hold
great
potential
generating
evidence
designing
conducting
confirmatory
trials
answering
questions
that
may
addressed
otherwise.
voluminosity
complexity
also
call
development
more
appropriate,
sophisticated,
innovative
processing
analysis
techniques
while
maintaining
scientific
rigor
findings,
attentions
ethics
harness
power
Computer Modeling in Engineering & Sciences,
Journal Year:
2021,
Volume and Issue:
128(2), P. 489 - 522
Published: Jan. 1, 2021
In
recent
years,
the
development
of
artificial
intelligence
(AI)
and
gradual
beginning
AI’s
research
in
medical
field
have
allowed
people
to
see
excellent
prospects
integration
AI
healthcare.
Among
them,
hot
deep
learning
has
shown
greater
potential
applications
such
as
disease
prediction
drug
response
prediction.
From
initial
logistic
regression
model
machine
model,
then
today,
accuracy
been
continuously
improved,
performance
all
aspects
also
significantly
improved.
This
article
introduces
some
basic
frameworks
common
diseases,
summarizes
methods
corresponding
different
diseases.
Point
out
a
series
problems
current
prediction,
make
prospect
for
future
development.
It
aims
clarify
effectiveness
demonstrates
high
correlation
between
The
unique
feature
extraction
can
still
play
an
important
role
research.
Encyclopedia,
Journal Year:
2021,
Volume and Issue:
1(2), P. 433 - 444
Published: May 31, 2021
Coronavirus
disease
2019
(COVID-19)
is
caused
by
the
novel
severe
acute
respiratory
syndrome
coronavirus
2
(SARS-CoV-2),
which
appeared
in
late
2019,
generating
a
pandemic
crisis
with
high
numbers
of
COVID-19-related
infected
individuals
and
deaths
manifold
countries
worldwide.
Lessons
learned
from
COVID-19
can
be
used
to
prevent
threats
designing
strategies
support
different
policy
responses,
not
limited
health
system,
directed
reduce
risks
emergence
viral
agents,
diffusion
infectious
diseases
negative
impact
society.
