Special issue European Journal of Physiology: Artificial intelligence in the field of physiology and medicine
Pflügers Archiv - European Journal of Physiology,
Год журнала:
2025,
Номер
unknown
Опубликована: Март 11, 2025
Abstract
This
special
issue
presents
a
collection
of
reviews
on
the
recent
advancements
and
applications
artificial
intelligence
(AI)
in
medicine
physiology.
The
topics
covered
include
digital
histopathology,
generative
AI,
explainable
AI
(XAI),
ethical
considerations
development
implementation.
highlight
potential
to
transform
medical
diagnostics,
personalized
medicine,
clinical
decision
making,
while
also
addressing
challenges
such
as
data
quality,
interpretability,
trustworthiness.
contributions
demonstrate
growing
importance
physiological
research
need
for
multi-level
ethics
approaches
development,
benefits
applications.
Overall,
this
showcases
some
pioneering
aspects
physiology,
covering
technical,
applicative,
viewpoints,
underlines
remarkable
impact
these
fields.
Язык: Английский
Toward trustworthy AI with integrative explainable AI frameworks
it - Information Technology,
Год журнала:
2025,
Номер
unknown
Опубликована: Апрель 30, 2025
Abstract
As
artificial
intelligence
(AI)
increasingly
permeates
high-stakes
domains
such
as
healthcare,
transportation,
and
law
enforcement,
ensuring
its
trustworthiness
has
become
a
critical
challenge.
This
article
proposes
an
integrative
Explainable
AI
(XAI)
framework
to
address
the
challenges
of
interpretability,
explainability,
interactivity,
robustness.
By
combining
XAI
methods,
incorporating
human-AI
interaction
using
suitable
evaluation
techniques,
implementation
this
serves
holistic
approach.
The
discusses
framework’s
contribution
trustworthy
gives
outlook
on
open
related
interdisciplinary
collaboration,
generalization
evaluation.
Язык: Английский