IEEE Transactions on Image Processing,
Journal Year:
2021,
Volume and Issue:
30, P. 3113 - 3126
Published: Jan. 1, 2021
Recently,
the
coronavirus
disease
2019
(COVID-19)
has
caused
a
pandemic
in
over
200
countries,
influencing
billions
of
humans.
To
control
infection,
identifying
and
separating
infected
people
is
most
crucial
step.
The
main
diagnostic
tool
Reverse
Transcription
Polymerase
Chain
Reaction
(RT-PCR)
test.
Still,
sensitivity
RT-PCR
test
not
high
enough
to
effectively
prevent
pandemic.
chest
CT
scan
provides
valuable
complementary
test,
it
can
identify
patients
early-stage
with
sensitivity.
However,
usually
time-consuming,
requiring
about
21.5
minutes
per
case.
This
paper
develops
novel
Joint
Classification
Segmentation
(JCS)
system
perform
real-time
explainable
COVID-19
diagnosis.
train
our
JCS
system,
we
construct
large
scale
(COVID-CS)
dataset,
144,167
images
400
350
uninfected
cases.
3,855
are
annotated
fine-grained
pixel-level
labels
opacifications,
which
increased
attenuation
lung
parenchyma.
We
also
have
lesion
counts,
opacification
areas,
locations
thus
benefit
various
diagnosis
aspects.
Extensive
experiments
demonstrate
that
proposed
very
efficient
for
classification
segmentation.
It
obtains
an
average
95.0%
specificity
93.0%
on
set,
78.5%
Dice
score
segmentation
set
COVID-CS
dataset.
dataset
code
available
at
https://github.com/yuhuan-wu/JCS.
Clinical Microbiology Reviews,
Journal Year:
2020,
Volume and Issue:
33(4)
Published: June 23, 2020
In
recent
decades,
several
new
diseases
have
emerged
in
different
geographical
areas,
with
pathogens
including
Ebola
virus,
Zika
Nipah
and
coronaviruses
(CoVs).
Recently,
a
type
of
viral
infection
Wuhan
City,
China,
initial
genomic
sequencing
data
this
virus
do
not
match
previously
sequenced
CoVs,
suggesting
novel
CoV
strain
(2019-nCoV),
which
has
now
been
termed
severe
acute
respiratory
syndrome
CoV-2
(SARS-CoV-2).
Although
coronavirus
disease
2019
(COVID-19)
is
suspected
to
originate
from
an
animal
host
(zoonotic
origin)
followed
by
human-to-human
transmission,
the
possibility
other
routes
should
be
ruled
out.
Nature Medicine,
Journal Year:
2020,
Volume and Issue:
26(8), P. 1183 - 1192
Published: Aug. 1, 2020
Digital
technologies
are
being
harnessed
to
support
the
public-health
response
COVID-19
worldwide,
including
population
surveillance,
case
identification,
contact
tracing
and
evaluation
of
interventions
on
basis
mobility
data
communication
with
public.
These
rapid
responses
leverage
billions
mobile
phones,
large
online
datasets,
connected
devices,
relatively
low-cost
computing
resources
advances
in
machine
learning
natural
language
processing.
This
Review
aims
capture
breadth
digital
innovations
for
worldwide
their
limitations,
barriers
implementation,
legal,
ethical
privacy
barriers,
as
well
organizational
workforce
barriers.
The
future
public
health
is
likely
become
increasingly
digital,
we
review
need
alignment
international
strategies
regulation,
use
strengthen
pandemic
management,
preparedness
other
infectious
diseases.
has
resulted
an
accelerated
development
applications
health,
symptom
monitoring
tracing.
Their
potential
wide
ranging
must
be
integrated
into
conventional
approaches
best
effect.
ACS Central Science,
Journal Year:
2020,
Volume and Issue:
6(5), P. 591 - 605
Published: April 30, 2020
An
ongoing
theme
of
the
COVID-19
pandemic
is
need
for
widespread
availability
accurate
and
efficient
diagnostic
testing
detection
SARS-CoV-2
antiviral
antibodies
in
infected
individuals.
This
report
describes
various
assay
techniques
tests
diagnosis.
Most
early
RNA
rely
on
reverse
transcription-polymerase
chain
reaction,
but
isothermal
nucleic
acid
amplification
assays,
including
transcription-mediated
CRISPR-based
methodologies,
are
promising
alternatives.
Identification
individuals
who
have
developed
to
virus
requires
serological
tests,
enzyme-linked
immunosorbent
(ELISA)
lateral
flow
immunoassay.
also
provides
an
overview
current
development
products
facilitate
future
improvement
innovation.
ACS Nano,
Journal Year:
2020,
Volume and Issue:
14(6), P. 7617 - 7627
Published: May 21, 2020
The
current
outbreak
of
the
pandemic
coronavirus
disease
2019
(COVID-19)
caused
by
severe
acute
respiratory
syndrome-coronavirus-2
(SARS-CoV-2)
demands
its
rapid,
convenient,
and
large-scale
diagnosis
to
downregulate
spread
within
as
well
across
communities.
But
reliability,
reproducibility,
selectivity
majority
such
diagnostic
tests
fail
when
they
are
tested
either
a
viral
load
at
early
representation
or
gene
mutated
during
spread.
In
this
regard,
selective
"naked-eye"
detection
SARS-CoV-2
is
highly
desirable,
which
can
be
without
accessing
any
advanced
instrumental
techniques.
We
herein
report
development
colorimetric
assay
based
on
gold
nanoparticles
(AuNPs),
capped
with
suitably
designed
thiol-modified
antisense
oligonucleotides
(ASOs)
specific
for
N-gene
(nucleocapsid
phosphoprotein)
SARS-CoV-2,
could
used
diagnosing
positive
COVID-19
cases
10
min
from
isolated
RNA
samples.
ASO-capped
AuNPs
agglomerate
selectively
in
presence
target
sequence
demonstrate
change
surface
plasmon
resonance.
Further,
addition
RNaseH
cleaves
strand
RNA-DNA
hybrid
leading
visually
detectable
precipitate
solution
mediated
additional
agglomeration
among
AuNPs.
has
been
monitored
MERS-CoV
limit
0.18
ng/μL
having
load.
Thus,
study
reports
visual
causative
virus,
requirement
sophisticated
International Journal of Clinical Practice,
Journal Year:
2020,
Volume and Issue:
75(3)
Published: Sept. 29, 2020
Post-COVID-19
symptoms
and
diseases
appeared
on
many
survivors
from
COVID-19
which
are
similar
to
that
of
the
post-severe
acute
respiratory
syndrome
(SARS)
fatigue.
Hence,
study
aims
investigate
characterise
manifestations
appear
after
eradication
coronavirus
infection
its
relation
disease
severity.About
287
were
included
in
study,
each
received
a
questionnaire
divided
into
three
main
parts
starting
subjects'
demographic
data,
data
about
status
other
comorbidities
subject,
finally
post-COVID-19
manifestations.
Response
surface
plots
produced
visualise
link
between
several
factors.Only
10.8%
all
subjects
have
no
manifestation
recovery
while
large
percentage
suffered
diseases.
The
most
common
symptom
reported
was
fatigue
(72.8%),
more
critical
like
stroke,
renal
failure,
myocarditis
pulmonary
fibrosis
by
few
percent
subjects.
There
relationship
presence
severity
disease.
Also,
related
manifestations.The
is
largely
post-SARS
syndrome.
All
recovered
should
undergo
long-term
monitoring
for
evaluation
treatment
conditions
might
be
precipitated
with
new
infection.
ACS Nano,
Journal Year:
2020,
Volume and Issue:
14(6), P. 6383 - 6406
Published: June 10, 2020
The
COVID-19
outbreak
has
fueled
a
global
demand
for
effective
diagnosis
and
treatment
as
well
mitigation
of
the
spread
infection,
all
through
large-scale
approaches
such
specific
alternative
antiviral
methods
classical
disinfection
protocols.
Based
on
an
abundance
engineered
materials
identifiable
by
their
useful
physicochemical
properties
versatile
chemical
functionalization,
nanotechnology
offers
number
to
cope
with
this
emergency.
Here,
multidisciplinary
Perspective
encompassing
diverse
fields
virology,
biology,
medicine,
engineering,
chemistry,
science,
computational
we
outline
how
nanotechnology-based
strategies
can
support
fight
against
COVID-19,
infectious
diseases
in
general,
including
future
pandemics.
Considering
what
know
so
far
about
life
cycle
virus,
envision
key
steps
where
could
counter
disease.
First,
nanoparticles
(NPs)
offer
protocols
used
healthcare
settings,
thanks
intrinsic
antipathogenic
and/or
ability
inactivate
viruses,
bacteria,
fungi,
or
yeasts
either
photothermally
via
photocatalysis-induced
reactive
oxygen
species
(ROS)
generation.
Nanotechnology
tools
SARS-CoV-2
patients
also
be
explored.
In
case,
nanomaterials
deliver
drugs
pulmonary
system
inhibit
interaction
between
angiotensin-converting
enzyme
2
(ACE2)
receptors
viral
S
protein.
Moreover,
concept
"nanoimmunity
design"
help
us
design
immune
modulation,
stimulating
suppressing
response,
which
would
find
applications
context
vaccine
development
counteracting
cytokine
storm,
respectively.
addition
disease
prevention
therapeutic
potential,
important
roles
diagnostics,
potential
simple,
fast,
cost-effective
assays
monitor
presence
related
biomarkers.
summary,
is
critical
will
vital
when
preparing
RNA,
Journal Year:
2020,
Volume and Issue:
26(7), P. 771 - 783
Published: May 1, 2020
The
current
COVID-19
pandemic
presents
a
serious
public
health
crisis,
and
better
understanding
of
the
scope
spread
virus
would
be
aided
by
more
widespread
testing.
Nucleic-acid-based
tests
currently
offer
most
sensitive
early
detection
COVID-19.
However,
“gold
standard”
test
pioneered
U.S.
Centers
for
Disease
Control
Prevention
takes
several
hours
to
complete
requires
extensive
human
labor,
materials
such
as
RNA
extraction
kits
that
could
become
in
short
supply,
relatively
scarce
qPCR
machines.
It
is
clear
huge
effort
needs
made
scale
up
testing
orders
magnitude.
There
thus
pressing
need
evaluate
alternative
protocols,
reagents,
approaches
allow
nucleic-acid
continue
face
these
potential
shortages.
has
been
tremendous
explosion
number
papers
written
within
first
weeks
evaluating
advances,
comparable
alternatives
“gold-standard”
CDC
RT-PCR
test.
Here
we
present
collection
recent
advances
nucleic
acid
testing,
including
both
peer-reviewed
preprint
articles.
Due
rapid
developments
during
this
have
included
many
publications
possible,
but
cited
sources
not
yet
peer-reviewed,
so
urge
researchers
further
validate
results
their
own
laboratories.
We
hope
review
can
urgently
consolidate
disseminate
information
aid
designing
implementing
optimized
protocols
increase
availability,
accuracy,
speed