Safety and Health For Medical Workers,
Год журнала:
2024,
Номер
1(2), С. 78 - 94
Опубликована: Июль 10, 2024
Objective:
This
study
focuses
on
utilizing
Machine
Learning
(ML)
approaches
to
improve
Occupational
Safety
and
Health
(OSH)
performance,
involving
the
prediction
prevention
of
risks
based
data.Methods:
Analysis
a
dataset
550
OSH
incident
reports
from
Metax
Cancer
Hospital
(2019–2023)
was
conducted
using
descriptive
inferential
statistics.
algorithms
including
decision
trees,
random
forests,
support
vector
machines
were
used
for
evaluation
results.
The
models
evaluated
various
performance
metrics
such
as
accuracy,
precision,
recall,
AUC.Findings:
analysis
made
key
observations
both
workplace
environmental
factors,
safety
protocols,
occurrence.
ML
demonstrated
high
with
forests
achieving
best
accuracy
in
terms
correct
classification
events.
These
findings
highlight
promise
hospitals.Novelty:
We
propose
an
original
contribution
integration
process
towards
improvement
hospital
ecosystem
also
characterized
complex
challenges
which
predictive
analytics
can
yield
substantial
risk
mitigation.Research
Implications:
proposes
spillover
framework
establishing
intelligence
systems
that
combines
data-driven
techniques
traditional
management
structures.
It
highlights
role
real-time
improving
outcomes.
demonstrates
ability
facilitate
assessment
safety.
International Journal of Applied Research in Social Sciences,
Год журнала:
2024,
Номер
6(6), С. 1178 - 1192
Опубликована: Июнь 13, 2024
This
review
paper
explores
the
evolving
landscape
of
healthcare
management
education
and
training,
highlighting
necessity
for
innovative
approaches
in
preparing
next
generation
leaders.
It
addresses
integration
technological
advancements,
global
health
challenges,
patient-centred
care
into
curricula,
alongside
identifying
core
competencies
essential
effective
leadership.
The
evaluates
teaching
methodologies,
such
as
online
learning,
simulation-based
experiential
their
effectiveness
enhancing
learning
outcomes.
also
examines
challenges
faced
by
education,
including
rapid
changes
regulatory
updates.
Recommendations
are
provided
curriculum
development,
faculty
institutional
support,
emphasizing
importance
a
forward-thinking
approach
to
education.
findings
underscore
critical
role
educators,
policymakers,
organizations
developing
programs
that
equip
future
leaders
with
necessary
skills
knowledge
navigate
complexities
industry.
Keywords:
Healthcare
Management
Education,
Leadership
Competencies,
Innovative
Teaching
Methods,
Experiential
Learning,
Technological
Advancements,
Global
Health
Challenges.
Computer Science & IT Research Journal,
Год журнала:
2024,
Номер
5(8), С. 1920 - 1941
Опубликована: Авг. 23, 2024
In
an
era
of
escalating
cyber
threats,
safeguarding
data
integrity
in
enterprise
software
applications
is
critical
for
maintaining
trust
and
operational
stability.
Designing
robust
cybersecurity
measures
essential
to
protect
sensitive
information
from
unauthorized
access,
alteration,
loss.
This
review
explores
key
strategies
methodologies
developing
comprehensive
frameworks
tailored
applications.
Effective
begins
with
a
thorough
risk
assessment
identify
potential
vulnerabilities
threats
specific
the
enterprise's
environment.
Implementing
multilayered
security
measures,
including
encryption,
access
controls,
authentication
protocols,
vital
mitigating
risks.
Encryption
protects
transit
at
rest,
ensuring
that
even
if
intercepted,
remains
unintelligible
parties.
Access
controls
mechanisms,
such
as
multifactor
(MFA),
enhance
by
verifying
identity
users
restricting
based
on
roles
permissions.
Regular
audits
vulnerability
assessments
play
crucial
role
detecting
addressing
weaknesses.
These
should
be
conducted
both
internally
externally
provide
view
posture.
Additionally,
adopting
secure
coding
practices
integrating
into
development
lifecycle
(SDLC)
help
identifying
during
phase.
Incident
response
planning
another
aspect
cybersecurity.
Developing
well-defined
incident
plan
ensures
can
quickly
effectively
address
breaches,
minimizing
damage
restoring
integrity.
includes
establishing
protocols
detecting,
responding
to,
recovering
incidents.
Educating
training
employees
about
best
Employees
aware
common
phishing
social
engineering
attacks,
understand
their
enterprise’s
data.
conclusion,
designing
effective
requires
multifaceted
approach
assessment,
regular
audits,
practices,
planning,
employee
training.
By
implementing
these
strategies,
enterprises
defenses,
integrity,
ensure
resilience
against
evolving
threats.
Keywords:
Designing,
Cybersecurity,
Data
Integrity,
Software
Applications,
Enterprise.
Journal of Advances in Mathematics and Computer Science,
Год журнала:
2025,
Номер
40(1), С. 54 - 71
Опубликована: Янв. 15, 2025
Purpose:
This
study
provides
a
comprehensive
bibliometric
analysis
of
advancements
in
Artificial
Intelligence
Healthcare
and
Psychology
(AIHCP),
focusing
on
emerging
trends
their
implications
for
future
research
practice.
Given
the
rapid
developments
AI
technologies
applications
these
fields,
detailed
examination
patterns
thematic
areas
is
critical.
Design/Methodology/Approach:
Using
two-stage
filtering
process,
we
analyzed
1,499
documents
from
1960
to
2023,
narrowing
down
1,362
published
between
2013
further
11
publications
2018–2023.
Data
were
retrieved
Scopus
database,
analyses
included
frequency
distribution
by
journals,
authors,
countries,
organizations,
as
well
network
visualization
co-occurring
keywords.
Thematic
clusters
identified
using
VOSviewer
software,
text
mining/mapping
abstracts
was
conducted
deeper
insights.
Findings:
We
seven
clusters,
including
technological
capabilities,
healthcare
security,
psychological
interventions,
role
chatbots
machine
learning.
Key
findings
reveal
evolving
focus
research,
highlighting
opportunities
innovation
addressing
existing
challenges.
These
provide
global
overview
underline
potential
transforming
psychology.
Originality/Value:
offers
unique
perspective
combining
with
mining
explore
AIHCP
comprehensively.
The
serve
foundation
emphasizing
integration
into
psychology
practices
while
critical
gaps
opportunities.
Computer Science & IT Research Journal,
Год журнала:
2024,
Номер
5(8), С. 1897 - 1919
Опубликована: Авг. 23, 2024
Artificial
Intelligence
(AI)
is
revolutionizing
software
development
practices
in
high-tech
companies,
providing
transformative
insights
and
tools
that
enhance
productivity,
quality,
efficiency.
This
review
explores
the
integration
of
AI
into
processes,
highlighting
its
impact
on
key
areas
such
as
code
generation,
bug
detection,
project
management,
testing.
AI-driven
are
enabling
developers
to
automate
repetitive
tasks,
optimize
code,
identify
potential
issues
before
they
become
critical,
thus
reducing
time
improving
reliability.
Machine
learning
algorithms
analyze
vast
amounts
data
from
past
projects
provide
predictive
analytics,
guiding
teams
decision-making
resource
allocation.
Natural
language
processing
(NLP)
facilitates
more
intuitive
interactions
with
tools,
streamlining
communication
collaboration
among
team
members.
Furthermore,
enhances
continuous
deployment
(CI/CD)
pipelines
by
automating
testing
stages,
ensuring
changes
seamlessly
integrated
deployed
minimal
human
intervention.
By
leveraging
AI,
companies
can
adopt
agile
methodologies,
respond
swiftly
market
changes,
deliver
high-quality
products.
The
also
discusses
challenges
integrating
development,
including
need
for
substantial
initial
investment,
complexity
models,
importance
privacy
security.
Solutions
fostering
a
culture
learning,
investing
AI-specific
training
developers,
establishing
robust
governance
frameworks
essential
overcoming
these
barriers.
In
conclusion,
offer
significant
advantages
them
their
practices,
achieve
greater
efficiency,
maintain
competitive
edge
rapidly
evolving
technological
landscape.
Embracing
advancements
requires
strategic
approach,
investment
technologies
training,
fully
harness
drive
innovation
development.
Keywords:
Software
Development,
High-Tech,
Practices,
Companies.
International Medical Science Research Journal,
Год журнала:
2024,
Номер
4(6), С. 703 - 725
Опубликована: Июнь 25, 2024
This
research
paper
comprehensively
examines
ethical
dilemmas
in
healthcare
management,
offering
insights
into
emerging
trends,
technological
impacts,
and
anticipated
guideline
changes.
The
explores
managers'
multifaceted
challenges,
including
conflicting
stakeholder
interests,
the
delicate
balance
between
patient
rights
organizational
goals,
navigating
diverse
cultural
values.
Strategies
for
mitigating
dilemmas,
such
as
education,
policy
implementation,
collaborative
decision-making,
are
discussed.
Additionally,
delves
evolving
landscape
influenced
by
genomic
medicine,
artificial
intelligence,
telehealth.
implications
managers
include
need
continuous
leadership,
literacy.
As
transforms,
embracing
practices
becomes
imperative
fostering
patient-centric,
equitable,
ethically
sound
environments.
Keywords:
Healthcare
Management
Ethics,
Ethical
Dilemmas,
Technological
Impacts,
Leadership.
International Journal of Scientific Research in Computer Science Engineering and Information Technology,
Год журнала:
2025,
Номер
11(1), С. 1495 - 1514
Опубликована: Фев. 3, 2025
This
review
examines
the
integration
of
marketing
and
sales
strategies
as
a
crucial
approach
for
boosting
brand
visibility
enhancing
customer
engagement
in
today's
competitive
business
environment.
The
fusion
efforts
aims
to
create
seamless
journey,
ensuring
that
potential
customers
receive
consistent
messaging
experience
at
all
touchpoints.
By
aligning
sales,
organizations
can
leverage
strengths
both
functions
drive
better
outcomes.
process
begins
with
establishment
common
goals
metrics
teams
work
towards.
includes
defining
target
audiences,
setting
clear
objectives,
developing
unified
message
resonates
customers.
Collaborative
planning
sessions
regular
communication
between
help
creating
cohesive
strategy
addresses
needs
preferences
effectively.
One
key
elements
this
is
use
data
analytics.
sharing
insights,
develop
more
targeted
campaigns
personalized
approaches.
data-driven
allows
identification
high-value
prospects
creation
tailored
content
appeals
specific
segments
market.
Additionally,
automation
tools
Customer
Relationship
Management
(CRM)
systems
facilitate
information
tracking
interactions
across
teams.
Furthermore,
plays
vital
role
integrated
approach.
High-quality,
relevant
pain
points
provides
value
attract
nurture
leads
through
funnel.
Sales
engage
meaningful
conversations
demonstrate
company's
expertise
commitment
solving
their
problems.
benefits
integrating
include
increased
visibility,
improved
lead
generation,
higher
conversion
rates,
stronger
relationships.
working
together,
efficient
effective
engaging
customers,
ultimately
leading
sustainable
growth
edge
marketplace.
International Journal of Management & Entrepreneurship Research,
Год журнала:
2024,
Номер
6(8), С. 2661 - 2683
Опубликована: Авг. 21, 2024
Developing
scalable
software
frameworks
is
critical
for
businesses
looking
to
support
growth
and
adapt
changing
demands.
This
review
explores
methodologies
creating
robust,
architectures
that
can
handle
increasing
workloads
evolving
business
requirements.
It
highlights
key
principles,
such
as
modularity,
flexibility,
performance
optimization,
which
are
essential
design.
Central
this
discussion
the
use
of
microservices
architecture,
breaks
down
applications
into
smaller,
independent
services
be
developed,
deployed,
scaled
independently.
approach
enables
respond
quickly
market
changes
scale
specific
parts
their
systems
without
affecting
entire
application.
Additionally,
cloud
computing
plays
a
pivotal
role
in
scalability,
providing
necessary
infrastructure
dynamically
allocate
resources
based
on
demand.
Leveraging
cloudnative
technologies
like
containers
orchestration
tools
Kubernetes
ensures
efficiently
managed
diverse
environments.
Another
methodology
adoption
DevOps
practices,
foster
culture
collaboration
between
development
operations
teams.
Continuous
integration
continuous
deployment
(CI/CD)
pipelines
automate
delivery
process,
allowing
faster
releases
more
reliable
updates.
reduces
downtime
new
features
improvements
implemented
meet
needs.
Data
management
strategies
also
contribute
scalability.
Implementing
distributed
databases
using
NoSQL
large
volumes
data
provide
high
availability
fault
tolerance.
Effective
caching
mechanisms
load
balancing
further
enhances
system
responsiveness.
Monitoring
analytics
maintaining
Tools
realtime
insights
user
behavior
enable
proactive
optimization.
allows
identify
potential
bottlenecks
preemptively.
In
conclusion,
developing
requires
combination
architectural
modern
technologies,
best
practices.
By
embracing
microservices,
computing,
DevOps,
effective
management,
robust
monitoring,
create
solutions
future
challenges.
Investing
these
remain
resilient,
responsive,
capable
meeting
needs
business.
Keywords:
Support,
Business
Needs,
Methodologies,
Scalable
Software,
Framework.
Computer Science & IT Research Journal,
Год журнала:
2024,
Номер
5(8), С. 2062 - 2082
Опубликована: Авг. 31, 2024
Cloud
computing
has
fundamentally
transformed
the
landscape
of
software
deployment
and
management,
offering
significant
benefits
reshaping
traditional
approaches.
This
review
explores
transformative
impact
cloud
on
these
domains,
highlighting
key
changes
advantages.
Firstly,
revolutionized
by
introducing
scalable
flexible
infrastructure
solutions.
Unlike
onpremises
systems
that
require
upfront
investment
ongoing
maintenance,
platforms
offer
ondemand
resources
payasyougo
models.
shift
enables
organizations
to
deploy
rapidly,
adapt
changing
needs,
scale
efficiently
without
constraints
physical
hardware.
Additionally,
enhances
management
through
centralized
control
automation.
environments
provide
integrated
tools
streamline
deployment,
monitoring,
maintenance
applications.
These
facilitate
automated
updates,
patch
system
backups,
reducing
burden
IT
teams
minimizing
downtime.
Furthermore,
cloudbased
realtime
visibility
analytics,
allowing
for
proactive
performance
monitoring
troubleshooting.
The
collaborative
nature
also
fosters
improved
development
practices.
support
DevOps
methodologies
enabling
continuous
integration
delivery
(CI/CD)
pipelines.
accelerates
cycles,
collaboration
among
distributed
teams,
ensures
consistent
reliable
deployments.
Moreover,
cloud's
global
reach
accessibility
break
down
geographical
barriers,
across
multiple
regions
effortlessly.
geographic
flexibility
user
experience
high
availability
performance,
regardless
user's
location.
Despite
advancements,
transition
presents
challenges,
including
data
security
compliance
concerns.
Organizations
must
implement
robust
measures
adhere
regulatory
requirements
protect
sensitive
information
maintain
trust.
In
conclusion,
had
a
profound
scalable,
flexible,
efficient
Its
effects
include
streamlined
operations,
collaboration,
accessibility.
As
technology
continues
evolve,
navigate
associated
challenges
while
leveraging
its
drive
innovation
efficiency
in
management.
Keywords:
Management,
Impact,
Computing,
Software
Deployment,
Assessing