Deep Learning and AI in Behavioral Analysis for Revolutionizing Mental Healthcare
IGI Global eBooks,
Год журнала:
2025,
Номер
unknown, С. 263 - 282
Опубликована: Март 13, 2025
Mental
health
care
is
increasingly
integrating
AI
and
deep
learning
for
diagnosing,
treating,
monitoring
patients.
Traditional
assessments
rely
on
subjective
reports,
but
AI-powered
tools
analyze
speech,
facial
expressions,
physiological
signals
objective
insights.
These
innovations
enable
early
detection
of
disorders
like
depression
anxiety.
This
paper
explores
AI's
role
in
diagnostics,
chatbot
therapy,
predictive
analytics
while
addressing
ethical
concerns
bias,
privacy,
patient
autonomy.
Emerging
technologies,
such
as
brain-computer
interfaces
quantum
AI,
are
also
discussed,
highlighting
potential
to
make
mental
more
data-driven,
proactive,
inclusive.
Язык: Английский
Unveiling Reality: Psychedelics, Neural Filtering, and the Future of Psychiatric Medicine
ACS Medicinal Chemistry Letters,
Год журнала:
2025,
Номер
16(4), С. 500 - 503
Опубликована: Март 19, 2025
Psychedelics
and
AI
modulate
cognitive
frameworks,
disrupt
rigid
thought
patterns,
enhance
neuroplasticity,
offering
therapeutic
potential
for
depression,
PTSD,
addiction.
Relaxing
neural
filters
reveal
altered
states
of
consciousness,
challenging
perceptions
reality.
This
Viewpoint
explores
their
neurobiological
mechanisms
AI's
role
in
augmenting
psychiatric
treatments.
Язык: Английский
Harnessing Artificial Intelligence to Overcome Key Challenges in Psychedelic Research and Therapy
ACS Medicinal Chemistry Letters,
Год журнала:
2024,
Номер
16(1), С. 3 - 7
Опубликована: Дек. 11, 2024
Artificial
intelligence
(AI)
offers
transformative
potential
in
psychedelic
research
by
addressing
limitations
personalized
treatment,
predicting
therapeutic
outcomes,
and
understanding
complex
biological
environmental
factors.
AI-driven
models
provide
new
insights
into
long-term
efficacy,
set
setting
optimization,
alternative
treatment
methods,
advancing
therapy
medicine.
Язык: Английский