OBM Neurobiology,
Journal Year:
2024,
Volume and Issue:
08(03), P. 1 - 16
Published: Aug. 19, 2024
Nowadays,
mental
health
disorders
have
become
a
significant
concern
for
everyone.
There
are
diverse
reasons
emanating
from
the
workplace,
business,
and
everyday
environment.
Therefore,
there
is
current
need
to
use
technology
detect
review
their
symptoms
causes.
Accordingly,
in
this
study,
researcher
attempted
recognize
ChatGPT’s
role
decision-making
recognition
of
among
Egyptian
entrepreneurs.
The
used
quantitative
approach
study
based
its
findings
on
332
valid
samples.
study's
results
through
path
analysis
using
Analysis
Moment
Structures
(AMOS)
confirmed
positive
effect
user
perception
ChatGPT
trust
process
disorders.
On
other
hand,
found
negative
recognizing
study’s
demonstrate
that
hurts
This
assist
development
policies
improve
available
digital
services,
such
as
or
AI,
increase
societal
awareness.
Moreover,
by
providing
empirical
evidence
entrepreneurs
developing
country
context,
contribute
existing
psychology,
technology,
management
literature.
Journal of Medical Internet Research,
Journal Year:
2025,
Volume and Issue:
27, P. e70535 - e70535
Published: March 19, 2025
Chronic
diseases
are
a
major
global
health
burden,
accounting
for
nearly
three-quarters
of
the
deaths
worldwide.
Large
language
models
(LLMs)
advanced
artificial
intelligence
systems
with
transformative
potential
to
optimize
chronic
disease
management;
however,
robust
evidence
is
lacking.
This
review
aims
synthesize
on
feasibility,
opportunities,
and
challenges
LLMs
across
management
spectrum,
from
prevention
screening,
diagnosis,
treatment,
long-term
care.
Following
PRISMA
(Preferred
Reporting
Items
Systematic
Reviews
Meta-Analysis)
guidelines,
11
databases
(Cochrane
Central
Register
Controlled
Trials,
CINAHL,
Embase,
IEEE
Xplore,
MEDLINE
via
Ovid,
ProQuest
Health
&
Medicine
Collection,
ScienceDirect,
Scopus,
Web
Science
Core
China
National
Knowledge
Internet,
SinoMed)
were
searched
April
17,
2024.
Intervention
simulation
studies
that
examined
in
included.
The
methodological
quality
included
was
evaluated
using
rating
rubric
designed
simulation-based
research
risk
bias
nonrandomized
interventions
tool
quasi-experimental
studies.
Narrative
analysis
descriptive
figures
used
study
findings.
Random-effects
meta-analyses
conducted
assess
pooled
effect
estimates
feasibility
management.
A
total
20
general-purpose
(n=17)
retrieval-augmented
generation-enhanced
(n=3)
diseases,
including
cancer,
cardiovascular
metabolic
disorders.
demonstrated
spectrum
by
generating
relevant,
comprehensible,
accurate
recommendations
(pooled
rate
71%,
95%
CI
0.59-0.83;
I2=88.32%)
having
higher
accuracy
rates
compared
(odds
ratio
2.89,
1.83-4.58;
I2=54.45%).
facilitated
equitable
information
access;
increased
patient
awareness
regarding
ailments,
preventive
measures,
treatment
options;
promoted
self-management
behaviors
lifestyle
modification
symptom
coping.
Additionally,
facilitate
compassionate
emotional
support,
social
connections,
care
resources
improve
outcomes
diseases.
However,
face
addressing
privacy,
language,
cultural
issues;
undertaking
tasks,
medication,
comorbidity
personalized
regimens
real-time
adjustments
multiple
modalities.
have
transform
at
individual,
social,
levels;
their
direct
application
clinical
settings
still
its
infancy.
multifaceted
approach
incorporates
data
security,
domain-specific
model
fine-tuning,
multimodal
integration,
wearables
crucial
evolution
into
invaluable
adjuncts
professionals
PROSPERO
CRD42024545412;
https://www.crd.york.ac.uk/PROSPERO/view/CRD42024545412.
BMC Infectious Diseases,
Journal Year:
2025,
Volume and Issue:
25(1)
Published: April 10, 2025
Scientific
and
technological
advancements
have
significantly
augmented
our
capacity
to
comprehend
manage
"Disease
X,"
while
improving
the
efficiency
accuracy
of
outbreak
management.
Infectious
disease
prevention
control
technology
is
advancing
toward
unmanned
intelligent
methods,
shifting
from
a
traditional
reactive
response
public
health
emergencies
more
proactive
efficient
management
mechanism.
This
study
aims
investigate
transformation
mobile
hospitals,
with
objective
bolstering
their
emergency
capabilities
fortifying
strategies
for
unknown
infectious
diseases.
This,
in
turn,
seeks
mitigate
spread
epidemics
protect
health.
Semi-structured
interviews
10
experts
were
conducted.
A
framework
analysis
was
used
organize
interview
results
distill
experts'
overall
views
on
smart
building
hospitals.
The
hospitals
plays
crucial
role
responding
emergencies.
status
analyzed
through
five
key
dimensions:
significance,
characteristics,
challenges,
necessity
feasibility,
influencing
factors.
When
confronting
emergencies,
offer
significant
advantages
over
medical
institutions.
In
addressing
these
accordance
contemporary
trends,
facilitating
swift
epidemic
responses,
precise
patient
management,
resource
allocation,
improved
adaptability
diverse
environments
service
demands.
It
sustainable
biosafety
system.
UNSTRUCTURED
I
am
writing
to
provide
my
perspective
on
the
use
of
artificial
intelligence
(AI)
in
mental
health
care,
specifically
highlighting
advanced
language
models
such
as
ChatGPT.
In
this
letter,
we
hope
draw
attention
ChatGPT's
potential
applications
support
and
major
challenges
it
poses
offer
guidance
future
lines
research
implementation.
Artificial
(AI),
particularly
large
(LLMs)
like
ChatGPT,
has
significantly
recent
years,
leading
new
business
opportunities,
including
[1].
Ever
since,
these
simulating
conversations
between
humans
machines
have
been
used
for
a
variety
psychological
needs,
addressing
everything
from
grief
ADHD
[1-2].
Yet
with
increasing
integration
technologies
healthcare,
is
important
critically
examine
their
benefits
risks.
Journal of Multidisciplinary Healthcare,
Journal Year:
2024,
Volume and Issue:
Volume 17, P. 765 - 766
Published: Feb. 1, 2024
A
Qualitative
Study"
by
Fahad
Alanezi.
1
This
study's
strengths
include
the
following:
1)
Qualitatively
assessing
patients'
perspectives
regarding
using
ChatGPT
for
mental
health
support;
2)
The
findings
of
research
indicated
that
possesses
capability
to
offer
assistance,
particularly
in
psychoeducation
and
accurate
information
related
causes,
symptoms,
treatment
options,
assistance
relaxation
techniques,
stress
reduction,
coping
skills.3)
study
employed
NVivo
software
support
data
analysis
investigate
specific
from
transcripts
comprehensively.Nevertheless,
this
encountered
certain
constraints:
utilisation
ChatGPT-3,
despite
availability
ChatGPT-4.Subsequently,
it
is
vital
obtain
responses
respondents
satisfaction
comprehension
through
audiovisual
content,
design,
web
page
layout.2)
Each
individual
has
distinct
qualities
characteristics;
thus,
algorithm's
potential
bias
incompleteness
might
lead
inaccurate
results
affect
patient
information;
3)
article
did
not
specify
suppose
was
a
model
version
language
created
explicitly
research;
4)
should
provide
further
details
HIPAA
compliance
deployed.This
pertains
concerns
surrounding
privacy
safety
their
unauthorised
access
hacking.This
recommends
several
additional
areas
research:
Utilising
4.0,
which
offers
numerous
benefits
compared
previous
ChatGPT;
2
It
essential
evaluate
concerning
consultation
with
licenced
professional.This
could
determine
whether
be
primary
option
or
solely
utilised
supplement
clinical
consultation.Therefore,
necessary
conduct
comparative
study.3)
consider
transparency
ethical
algorithm.
Nutrition and Health,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Oct. 7, 2024
this
study
aims
to
investigate
the
role
of
ChatGPT
as
a
psychotherapist
for
anxiety
disorders,
examining
its
effectiveness,
acceptability,
and
potential
benefits
among
individuals
with
disorders.
