Soft Matter,
Journal Year:
2024,
Volume and Issue:
20(19), P. 4021 - 4034
Published: Jan. 1, 2024
A
new
3D
bioprinted
biomaterial,
with
flax
fiber-reinforced
alginate
hydrogel,
is
developed.
The
study
assesses
the
impact
of
fibers
on
printing,
mechanical,
4D
and
geometric
properties
composite.
Burns & Trauma,
Journal Year:
2025,
Volume and Issue:
13
Published: Jan. 1, 2025
Abstract
Effective
wound
management
and
treatment
are
crucial
in
clinical
practice,
yet
existing
strategies
often
fall
short
fully
addressing
the
complexities
of
skin
healing.
Recent
advancements
tissue
engineering
have
introduced
innovative
approaches,
particularly
through
use
nanobiomaterials,
to
enhance
healing
process.
In
this
context,
titanium
dioxide
nanoparticles
(TiO2
NPs)
garnered
attention
due
their
excellent
biological
properties,
including
antioxidant,
anti-inflammatory,
antimicrobial
properties.
Furthermore,
these
can
be
modified
therapeutic
benefits.
Scaffolds
dressings
containing
TiO2
NPs
demonstrated
promising
outcomes
accelerating
enhancing
regeneration.
This
review
paper
covers
process,
properties
that
make
them
suitable
for
promoting
healing,
methods
synthesizing
NPs,
scaffolds
application
potential
toxicity
NPs.
Gels,
Journal Year:
2023,
Volume and Issue:
9(11), P. 845 - 845
Published: Oct. 25, 2023
AI
and
ML
have
emerged
as
transformative
tools
in
various
scientific
domains,
including
hydrogel
design.
This
work
explores
the
integration
of
techniques
realm
development,
highlighting
their
significance
enhancing
design,
characterisation,
optimisation
hydrogels
for
diverse
applications.
We
introduced
concept
train
underscoring
its
potential
to
decode
intricate
relationships
between
compositions,
structures,
properties
from
complex
data
sets.
In
this
work,
we
outlined
classical
physical
chemical
setting
stage
AI/ML
advancements.
These
methods
provide
a
foundational
understanding
subsequent
AI-driven
innovations.
Numerical
analytical
empowered
by
were
also
included.
computational
enable
predictive
simulations
behaviour
under
varying
conditions,
aiding
property
customisation.
emphasised
AI’s
impact,
elucidating
role
rapid
material
discovery,
precise
predictions,
optimal
like
neural
networks
support
vector
machines
that
expedite
pattern
recognition
modelling
using
vast
datasets,
advancing
formulation
discovery
are
presented.
ML’s
influence
on
revolutionised
design
expediting
optimising
properties,
reducing
costs,
enabling
technologies
address
pressing
healthcare
biomedical
challenges,
offering
innovative
solutions
drug
delivery,
tissue
engineering,
wound
healing,
more.
By
harmonising
insights
with
techniques,
researchers
can
unlock
unprecedented
potentials,
tailoring
Soft Matter,
Journal Year:
2024,
Volume and Issue:
20(19), P. 4021 - 4034
Published: Jan. 1, 2024
A
new
3D
bioprinted
biomaterial,
with
flax
fiber-reinforced
alginate
hydrogel,
is
developed.
The
study
assesses
the
impact
of
fibers
on
printing,
mechanical,
4D
and
geometric
properties
composite.