Artificial Intelligence in Head and Neck Cancer: Innovations, Applications, and Future Directions
Current Oncology,
Год журнала:
2024,
Номер
31(9), С. 5255 - 5290
Опубликована: Сен. 6, 2024
Artificial
intelligence
(AI)
is
revolutionizing
head
and
neck
cancer
(HNC)
care
by
providing
innovative
tools
that
enhance
diagnostic
accuracy
personalize
treatment
strategies.
This
review
highlights
the
advancements
in
AI
technologies,
including
deep
learning
natural
language
processing,
their
applications
HNC.
The
integration
of
with
imaging
techniques,
genomics,
electronic
health
records
explored,
emphasizing
its
role
early
detection,
biomarker
discovery,
planning.
Despite
noticeable
progress,
challenges
such
as
data
quality,
algorithmic
bias,
need
for
interdisciplinary
collaboration
remain.
Emerging
innovations
like
explainable
AI,
AI-powered
robotics,
real-time
monitoring
systems
are
poised
to
further
advance
field.
Addressing
these
fostering
among
experts,
clinicians,
researchers
crucial
developing
equitable
effective
applications.
future
HNC
holds
significant
promise,
offering
potential
breakthroughs
diagnostics,
personalized
therapies,
improved
patient
outcomes.
Язык: Английский
A Roadmap for the Rational Use of Biomarkers in Oral Disease Screening
Biomolecules,
Год журнала:
2024,
Номер
14(7), С. 787 - 787
Опубликована: Июль 1, 2024
Oral
health
has
witnessed
a
significant
transformation
with
the
integration
of
biomarkers
in
early-diagnostic
processes.
This
article
briefly
reviews
types
used
screening
and
early
detection
oral
diseases,
particularly
cancer,
periodontal
dental
caries,
an
emphasis
on
molecular
biomarkers.
While
advent
these
may
represent
leap
forward
healthcare,
it
also
opens
door
to
potential
overtesting,
overdiagnosis,
overtreatment.
To
inform
selection
novel
ensure
their
rational
use
tests,
is
imperative
consider
some
key
characteristics,
which
are
specific
biomarker
(e.g.,
surrogate
should
reliably
reflect
primary
outcome),
test
sensitivity
specificity
must
be
balanced
based
disease
interest),
efficacy
treatment
improve
when
condition
diagnosed
earlier).
For
systemic
conditions
associated
researchers
extremely
cautious
determining
who
“at
risk”,
such
risk
small,
non-existent,
or
inconsequent.
framework
aims
that
advancements
diagnostics
translate
into
genuine
improvements
patient
care
well-being.
Язык: Английский
Oral Potentially Malignant Disorders
Dental Clinics of North America,
Год журнала:
2025,
Номер
unknown
Опубликована: Апрель 1, 2025
Язык: Английский
Deep Learning in Oncology: Transforming Cancer Diagnosis, Prognosis, and Treatment
Emerging Trends in Drugs Addictions and Health,
Год журнала:
2025,
Номер
unknown, С. 100171 - 100171
Опубликована: Фев. 1, 2025
Язык: Английский
Deep learning with data transformation improves cancer risk prediction in oral precancerous conditions
Intelligent Medicine,
Год журнала:
2025,
Номер
unknown
Опубликована: Март 1, 2025
Язык: Английский
Artificial Intelligence in Head and Neck Cancer: Innovations, Applications, and Future Directions
Опубликована: Авг. 9, 2024
Artificial
Intelligence
(AI)
is
revolutionizing
head
and
neck
cancer
(HNC)
care
by
providing
innovative
tools
that
enhance
diagnostic
accuracy
personalize
treatment
strategies.
This
review
highlights
the
advancements
in
AI
technologies,
including
deep
learning
natural
language
processing,
their
applications
HNC.
The
integration
of
with
imaging
techniques,
genomics,
electronic
health
records
explored,
emphasizing
its
role
early
detection,
biomarker
discovery,
planning.
Despite
noticeable
progress,
challenges
such
as
data
quality,
algorithmic
bias,
need
for
interdisciplinary
collaboration
remain.
Emerging
innovations
like
explainable
AI,
AI-powered
robotics,
real-time
monitoring
systems
are
poised
to
further
advance
field.
Addressing
these
fostering
among
experts,
clinicians,
researchers
crucial
developing
equitable
effective
applications.
future
HNC
holds
significant
promise,
offering
potential
breakthroughs
diagnostics,
personalized
therapies,
improved
patient
outcomes.
Язык: Английский