Nano-Micro Letters,
Год журнала:
2023,
Номер
15(1)
Опубликована: Фев. 17, 2023
To
realize
a
hyperconnected
smart
society
with
high
productivity,
advances
in
flexible
sensing
technology
are
highly
needed.
Nowadays,
has
witnessed
improvements
both
the
hardware
performances
of
sensor
devices
and
data
processing
capabilities
device's
software.
Significant
research
efforts
have
been
devoted
to
improving
materials,
mechanism,
configurations
systems
quest
fulfill
requirements
future
technology.
Meanwhile,
advanced
analysis
methods
being
developed
extract
useful
information
from
increasingly
complicated
collected
by
single
or
network
sensors.
Machine
learning
(ML)
as
an
important
branch
artificial
intelligence
can
efficiently
handle
such
complex
data,
which
be
multi-dimensional
multi-faceted,
thus
providing
powerful
tool
for
easy
interpretation
data.
In
this
review,
fundamental
working
mechanisms
common
types
mechanical
sensors
firstly
presented.
Then
how
ML-assisted
improves
applications
other
closely-related
various
areas
is
elaborated,
includes
health
monitoring,
human-machine
interfaces,
object/surface
recognition,
pressure
prediction,
human
posture/motion
identification.
Finally,
advantages,
challenges,
perspectives
associated
fusion
ML
algorithms
discussed.
These
will
give
significant
insights
enable
advancement
next-generation
sensing.
ACS Nano,
Год журнала:
2023,
Номер
17(6), С. 5211 - 5295
Опубликована: Март 9, 2023
Humans
rely
increasingly
on
sensors
to
address
grand
challenges
and
improve
quality
of
life
in
the
era
digitalization
big
data.
For
ubiquitous
sensing,
flexible
are
developed
overcome
limitations
conventional
rigid
counterparts.
Despite
rapid
advancement
bench-side
research
over
last
decade,
market
adoption
remains
limited.
To
ease
expedite
their
deployment,
here,
we
identify
bottlenecks
hindering
maturation
propose
promising
solutions.
We
first
analyze
achieving
satisfactory
sensing
performance
for
real-world
applications
then
summarize
issues
compatible
sensor-biology
interfaces,
followed
by
brief
discussions
powering
connecting
sensor
networks.
Issues
en
route
commercialization
sustainable
growth
sector
also
analyzed,
highlighting
environmental
concerns
emphasizing
nontechnical
such
as
business,
regulatory,
ethical
considerations.
Additionally,
look
at
future
intelligent
sensors.
In
proposing
a
comprehensive
roadmap,
hope
steer
efforts
towards
common
goals
guide
coordinated
development
strategies
from
disparate
communities.
Through
collaborative
efforts,
scientific
breakthroughs
can
be
made
sooner
capitalized
betterment
humanity.
Advanced Materials,
Год журнала:
2022,
Номер
34(21)
Опубликована: Янв. 19, 2022
Abstract
Cardiovascular
diseases
remain
the
leading
cause
of
death
worldwide.
The
rapid
development
flexible
sensing
technologies
and
wearable
pressure
sensors
have
attracted
keen
research
interest
been
widely
used
for
long‐term
real‐time
cardiovascular
status
monitoring.
Owing
to
compelling
characteristics,
including
light
weight,
wearing
comfort,
high
sensitivity
pulse
pressures,
physiological
waveforms
can
be
precisely
continuously
monitored
by
health
Herein,
an
overview
human
wave
monitoring
is
presented,
with
a
focus
on
transduction
mechanism,
microengineering
structures,
related
applications
in
condition
assessment.
conceptualizations
methods
acquisition
pathological
information
system
are
outlined.
biomechanics
arterial
waves
working
mechanism
various
sensors,
triboelectric,
piezoelectric,
magnetoelastic,
piezoresistive,
capacitive,
optical
also
subject
systematic
debate.
Exemple
measurement
based
structured
devices
then
summarized.
Finally,
discussion
opportunities
challenges
that
face,
as
well
their
potential
intelligent
personalized
healthcare
given
conclusion.
Chemical Reviews,
Год журнала:
2021,
Номер
122(3), С. 3259 - 3291
Опубликована: Дек. 23, 2021
Traditional
public
health
systems
are
suffering
from
limited,
delayed,
and
inefficient
medical
services,
especially
when
confronted
with
the
pandemic
aging
population.
Fusing
traditional
textiles
diagnostic,
therapeutic,
protective
devices
can
unlock
electronic
(e-textiles)
as
point-of-care
platform
technologies
on
human
body,
continuously
monitoring
vital
signs
implementing
round-the-clock
treatment
protocols
in
close
proximity
to
patient.
This
review
comprehensively
summarizes
research
advances
e-textiles
for
wearable
systems.
We
start
a
brief
introduction
emphasize
significance
of
current
healthcare
system.
Then,
we
describe
textile
sensors
diagnosis,
therapeutic
treatment,
prevention,
by
highlighting
their
working
mechanisms,
representative
materials,
clinical
application
scenarios.
Afterward,
detail
e-textiles'
connection
gateway
real-time
data
transmission
processing
context
5G
Internet
Things.
Finally,
provide
new
insights
into
remaining
challenges
future
directions
field
e-textiles.
Fueled
chemistry
materials
science,
textile-based
diagnostic
devices,
communication
units
expected
interact
synergistically
construct
intelligent,
platforms,
ultimately
illuminating
system
Things
era.
Biosensors,
Год журнала:
2022,
Номер
12(8), С. 562 - 562
Опубликована: Июль 25, 2022
Artificial
intelligence
(AI)
is
a
modern
approach
based
on
computer
science
that
develops
programs
and
algorithms
to
make
devices
intelligent
efficient
for
performing
tasks
usually
require
skilled
human
intelligence.
AI
involves
various
subsets,
including
machine
learning
(ML),
deep
(DL),
conventional
neural
networks,
fuzzy
logic,
speech
recognition,
with
unique
capabilities
functionalities
can
improve
the
performances
of
medical
sciences.
Such
systems
simplify
intervention
in
clinical
diagnosis,
imaging,
decision-making
ability.
In
same
era,
Internet
Medical
Things
(IoMT)
emerges
as
next-generation
bio-analytical
tool
combines
network-linked
biomedical
software
application
advancing
health.
this
review,
we
discuss
importance
improving
IoMT
point-of-care
(POC)
used
advanced
healthcare
sectors
such
cardiac
measurement,
cancer
diabetes
management.
The
role
supporting
robotic
surgeries
developed
applications
also
discussed
article.
position
functionality,
detection
accuracy,
ability
devices,
evaluation
associated
risks
assessment
carefully
critically
review.
This
review
encompasses
technological
engineering
challenges
prospects
AI-based
cloud-integrated
personalized
designing
POC
suitable
healthcare.
Chemical Society Reviews,
Год журнала:
2022,
Номер
51(9), С. 3380 - 3435
Опубликована: Янв. 1, 2022
Piezoelectric
nanogenerators
are
becoming
a
compelling
bioelectronics
platform
technology
for
human-associated
energy
harvesting,
self-powered
sensing,
and
therapeutics,
which
will
largely
contribute
to
the
medical
field
in
era
of
Internet
things.
Nature Communications,
Год журнала:
2022,
Номер
13(1)
Опубликована: Сен. 15, 2022
Numerous
studies
have
shown
flexible
electronics
play
important
roles
in
health
management.
The
way
of
power
supply
is
always
an
essential
factor
devices
and
self-powered
ones
are
very
attractive
because
the
fabrication
easiness,
usage
comfort
aesthetics
system.
In
this
work,
based
on
metal-air
redox
reaction,
which
usually
used
designing
batteries,
we
design
a
chemoelectric
humidity
sensor
where
silk
fibroin
(SF)
LiBr
gel
matrix
containing
parallel
aligned
graphene
oxide
(GO)
flakes
serve
as
electrolyte.
abundant
hydrophilic
groups
GO/SF
hygroscopicity
lead
to
tight
dependence
output
current
humidity,
enabling
high
sensitivity
(0.09
μA/s/1%),
fast
response
(1.05
s)
quick
recovery
(0.80
s).
As
proofs
concept,
all-in-one
respiratory
monitoring-diagnosing-treatment
system
non-contact
human-machine
interface,
demonstrating
applications
Advanced Materials,
Год журнала:
2022,
Номер
34(36)
Опубликована: Июнь 29, 2022
Continuously
and
accurately
monitoring
pulse-wave
signals
is
critical
to
prevent
diagnose
cardiovascular
diseases.
However,
existing
wearable
pulse
sensors
are
vulnerable
motion
artifacts
due
the
lack
of
proper
adhesion
conformal
interface
with
human
skin
during
body
movement.
Here,
a
highly
sensitive
pressure
sensor
inspired
by
kirigami
structure
developed
measure
wave
on
different
artery
sites
under
various
prestressing
conditions
even
COMSOL
multiphysical
field
coupling
simulation
experimental
testing
used
verify
unique
advantages
structure.
The
device
shows
superior
sensitivity
(35.2
mV
Pa-1
)
remarkable
stability
(>84
000
cycles).
Toward
practical
applications,
wireless
system
for
wirelessly
transmitting
mobile
phone
in
real-time,
which
successfully
distinguished
waveforms
from
participants.
measured
as
accurate
those
provided
commercial
medical
device.
Given
compelling
features,
provides
an
ascendant
way
electronics
overcome
when
signals,
thus
representing
solid
advancement
toward
personalized
healthcare
era
Internet
Things.
Chemical Reviews,
Год журнала:
2023,
Номер
123(16), С. 9982 - 10078
Опубликована: Авг. 5, 2023
Recent
advancements
in
wearable
electronics
offer
seamless
integration
with
the
human
body
for
extracting
various
biophysical
and
biochemical
information
real-time
health
monitoring,
clinical
diagnostics,
augmented
reality.
Enormous
efforts
have
been
dedicated
to
imparting
stretchability/flexibility
softness
electronic
devices
through
materials
science
structural
modifications
that
enable
stable
comfortable
of
these
curvilinear
soft
body.
However,
optical
properties
are
still
early
stages
consideration.
By
incorporating
transparency,
visual
from
interfacing
biological
systems
can
be
preserved
utilized
comprehensive
diagnosis
image
analysis
techniques.
Additionally,
transparency
provides
imperceptibility,
alleviating
reluctance
wear
device
on
exposed
skin.
This
review
discusses
recent
advancement
transparent
a
way
includes
materials,
processing,
devices,
applications.
Materials
discussed
regarding
their
characteristics,
synthesis,
engineering
strategies
property
enhancements.
We
also
examine
bridging
techniques
Building
blocks
systems,
including
sensors,
energy
actuators,
displays,
mechanisms
performances.
Lastly,
we
summarize
potential
applications
conclude
remaining
challenges
prospects.