IEEE Transactions on Pattern Analysis and Machine Intelligence,
Journal Year:
2023,
Volume and Issue:
46(4), P. 2316 - 2332
Published: Nov. 7, 2023
Tuberculosis
(TB)
is
a
major
global
health
threat,
causing
millions
of
deaths
annually.
Although
early
diagnosis
and
treatment
can
greatly
improve
the
chances
survival,
it
remains
challenge,
especially
in
developing
countries.
Recently,
computer-aided
tuberculosis
(CTD)
using
deep
learning
has
shown
promise,
but
progress
hindered
by
limited
training
data.
To
address
this,
we
establish
large-scale
dataset,
namely
X-ray
(TBX11
K)
which
contains
11
200
chest
(CXR)
images
with
corresponding
bounding
box
annotations
for
TB
areas.
This
dataset
enables
sophisticated
detectors
high-quality
CTD.
Furthermore,
propose
strong
baseline,
SymFormer,
simultaneous
CXR
image
classification
infection
area
detection.
SymFormer
incorporates
Symmetric
Search
Attention
(SymAttention)
to
tackle
bilateral
symmetry
property
discriminative
features.
Since
may
not
strictly
adhere
property,
also
Positional
Encoding
(SPE)
facilitate
SymAttention
through
feature
recalibration.
promote
future
research
on
CTD,
build
benchmark
introducing
evaluation
metrics,
evaluating
baseline
models
reformed
from
existing
detectors,
running
an
online
challenge.
Experiments
show
that
achieves
state-of-the-art
performance
TBX11
K
dataset.
BMJ Open,
Journal Year:
2025,
Volume and Issue:
15(2), P. e087413 - e087413
Published: Feb. 1, 2025
To
explore
the
spatial
and
temporal
variations
in
long-term
risk
of
developing
tuberculosis
(TB)
factors
influencing
it
order
to
contribute
goal
eradicating
TB.
Observational
longitudinal
study.
Xinjiang,
China,
2005-2019.
Comparison
TB
incidence
across
age,
period,
cohort
space
using
socioeconomic
(including
gross
domestic
product
per
capita,
population
density,
public
budget
revenue
total
retail
sales
consumer
goods),
health
number
hospital
beds,
technicians
basic
medical
insurance
for
urban
residents)
environmental
variables
(PM2.5,
mean
air
temperature,
wind
speed,
relative
humidity
precipitation).
The
importance
these
pulmonary
(PTB)
is
revealed
by
Q-value
(0,
1),
with
larger
values
indicating
that
heterogeneity
explanatory
PTB
more
pronounced.
All
clinically
diagnosed
confirmed
cases
were
collected.
descriptive
analysis
included
from
2005
2019,
while
various
districts
counties
between
2011
2019
subjected
further
analysis.
From
a
642
332
reported
an
average
annual
rate
172/100
000.
age
presented
bimodal
distribution,
namely
20-24
years
elderly
(>60
years).
high
prevalence
was
distributed
southern
part
Xinjiang.
Among
had
greater
effect
on
PTB,
lower
GDP
capita
(Q-value=0.65)
largest
Xinjiang
compared
others
(higher
PM2.5:
Q-value=0.56,
personnel:
Q-value=0.49,
higher
temperature:
Q-value=0.47
residents'
insurance:
Q-value=0.46).
main
heterogeneous
different
regions.
Furthermore,
interactions
among
enhanced
power
regarding
disease.
Identifying
high-risk
groups,
regions,
will
expand
epidemiological
knowledge
areas
potentially
aid
designing
targeted
interventions.
Infection and Drug Resistance,
Journal Year:
2024,
Volume and Issue:
Volume 17, P. 733 - 748
Published: Feb. 1, 2024
This
study
aims
to
investigate
the
clinical
efficacy
of
endoscopic
spinal
tuberculosis
focus
removal,
posterior
pedicle
lesion
bone
grafting,
and
internal
fixation
combined
with
drug
chemotherapy
in
treating
thoracolumbar
tuberculosis.
It
also
seeks
summarize
strategies
for
preventing
complications
provide
a
reference
treatment.
We
retrospectively
analyzed
105
patients
treated
our
hospital
from
January
2018
December
2022.
Patients
were
divided
into
two
groups:
Group
A
(n=38),
who
underwent
B
(n=67),
fixation.
All
received
preoperative
quadruple
anti-tuberculosis
(Isoniazid,
Rifampicin,
Pyrazinamide,
Ethambutol)
2-4
weeks.
recorded
compared
parameters
such
as
operation
time,
intraoperative
blood
loss,
postoperative
drainage,
recovery
stay,
transfusion,
complications.
pre-
lumbar
VAS,
ODI,
erythrocyte
sedimentation
rate,
C-reactive
protein,
Procalcitonin,
D-Dimer,
Neutrophil
Lymphocyte
ratio,
hemoglobin,
total
Cobb
angle
evaluate
kyphotic
deformity
correction.
Preoperative
data
including
age,
sex,
body
mass
index,
segment
involvement,
past
medical
history,
smoking
VAS
score,
ODI
Cobb's
showed
no
significant
difference
between
groups
(P>0.05).
Main
indicators
revealed
that
had
significantly
lower
scores,
higher
hemoglobin
protein
levels,
recurrence
rate
than
at
last
follow-up
(P<0.05).
Secondary
required
less
shorter
operative
hospitalization
Angle
Endoscopic
removal
can
achieve
comparable
safety
fixation,
bleeding,
drainage.
method
effectively
improve
sedimentation,
function,
restore
angle,
reduce
pain,
making
it
worthy
promotion
application.
Infectious Diseases of Poverty,
Journal Year:
2024,
Volume and Issue:
13(1)
Published: Feb. 27, 2024
Abstract
Background
The
disease
burden
of
tuberculosis
(TB)
was
heavy
in
Hainan
Province,
China,
and
the
information
on
transmission
patterns
limited
with
few
studies.
This
atudy
aims
to
further
explore
epidemiological
characteristics
influencing
factors
TB
thereby
contribute
valuable
scientific
evidences
for
elimination
Province.
Methods
notification
data
Province
from
2013
2022
were
collected
Chinese
National
Disease
Control
Information
System
Tuberculosis
Surveillance
System,
along
socio-economic
data.
spatial–temporal
population
distributions
analyzed,
spatial
autocorrelation
analysis
conducted
rate
clustering.
In
addition,
cases
among
in-country
migrants
described,
delay
pattern
seeking
medical
care
investigated.
Finally,
a
geographically
temporally
weighted
regression
(GTWR)
model
adopted
analyze
relationship
between
indicators.
tailored
control
suggestions
different
regions
provided
by
understanding
risk
obtained
GTWR.
Results
From
2022,
64,042
notified
estimated
annual
percentage
change
2020
−
6.88%
[95%
confidence
interval
(
CI
):
5.30%,
3.69%],
higher
rates
central
southern
regions.
majority
patients
males
(76.33%)
farmers
(67.80%).
Cases
primarily
originated
Sichuan
(369
cases),
Heilongjiang
(267
Hunan
(236
Guangdong
(174
Guangxi
(139
accounting
53%.
(98.83%)
through
passive
case
finding
approaches,
care.
GTWR
showed
that
gross
domestic
product
per
capita,
number
institutions
health
personnel
10,000
people
main
affecting
high
some
Different
regional
measures
such
as
more
specialized
hospitals
proposed
based
each
region.
Conclusions
has
been
declining
overall
but
still
remained
Particular
attention
should
be
paid
prevalence
males,
farmers,
out-of-province
migrant
populations.
also
influenced
economic
development
conditions,
indicating
need
hospitals,
active
surveillance
other
prevention
promote
progress
Frontiers in Public Health,
Journal Year:
2025,
Volume and Issue:
13
Published: Jan. 29, 2025
Up
to
now,
tuberculosis
(TB)
remains
a
global
public
health
problem,
posing
serious
threat
human
health.
Traditional
methods
for
analyzing
time-varying
trends,
such
as
age
and
period,
tend
ignore
the
poor
impact
of
birth
cohorts,
which
is
an
important
factor
in
development
TB.
The
age-period-cohort
(APC)
model,
statistical
method
widely
used
recent
decades
economics,
sociology,
epidemiology,
can
quantitatively
estimate
efficacy
different
age,
cohort
groups
TB
by
separating
effects
these
three
dimensions
controlling
confounding
factors
among
time
variables.
purpose
this
paper
briefly
review
focus
on
application
existing
APC
model
field
TB,
explain
its
advantages
disadvantages.
This
study
will
help
provides
theoretical
basis
reference
using
analysis
prediction.
Infectious Diseases of Poverty,
Journal Year:
2025,
Volume and Issue:
14(1)
Published: April 25, 2025
Abstract
Background
Most
high
tuberculosis
(TB)
burden
countries
are
in
low-
and
middle-income
regions
undergoing
rapid
urbanization.
We
aimed
to
assess
the
association
between
urbanization
factors
TB
incidence
China.
Methods
evaluated
at
county
level
China
from
2005
2019
using
a
composite
index
integrating
population
density,
gross
domestic
product
(GDP,
per
capita),
hospital
beds
1000
population,
nighttime
light
(NTL),
normalized
difference
vegetation
(NDVI).
The
annual
rate
number
of
cases
were
obtained
national
Tuberculosis
Information
Management
System,
maintained
by
Chinese
Center
for
Disease
Control
Prevention.
Fixed-effects
models
used
examine
incidence.
A
subgroup
analysis
was
performed
dividing
counties
into
four
regions:
northeast,
eastern,
central,
western.
Results
total
1992
included
this
study.
Overall,
scores
associated
with
reduced
(β
=
−
0.0114,
P
<
0.001),
corresponding
1.1%
reduction
unit
score.
Quadratic
presented
U-shaped
relationship
an
inflection
point
52.94
units.
For
each
indicator
urbanization,
density
positively
incidence,
ratios
11.384
[95%
confidence
interval
(
CI
):
9.337
13.881],
1.015
(95%
:
1.011
1.019),
respectively,
while
GDP,
NTL,
NDVI
exhibited
protective
effects.
Central
displayed
increase
trend
that
score
linked
1.8%
rise
Conclusions
Urbanization-related
factors,
including
NTL
NDVI,
inversely
China’s
contrasting
results
highlighted
region-specific
challenges.
Therefore,
governments
developing
should
adopt
integrated
approaches
promote
both
economic
growth
sustainable
development
environment
during
optimize
control
efforts.
Graphical
abstract
Frontiers in Public Health,
Journal Year:
2025,
Volume and Issue:
12
Published: Jan. 6, 2025
Tuberculosis
(TB)
remains
a
major
public
health
problem
in
China
and
globally,
particularly
among
older
adults.
This
study
aimed
to
examine
secular
trends
TB
mortality
adults
the
net
effects
of
age,
period,
cohort.
Data
from
National
Disease
Surveillance
Points
(DSPs)
system
were
analyzed
using
Joinpoint
regression
determine
annual
changes
individuals
aged
60
years
2004
2021.
An
age-period-cohort
(APC)
analysis
intrinsic
estimator
(IE)
method
was
conducted
estimate
independent
The
age-standardized
rate
5.68
per
100,000,
with
higher
rates
observed
men,
rural
areas,
western
regions.
declined
overall
2021,
although
decline
has
slowed
recent
years.
APC
revealed
increased
relative
risk
(RR)
rising
0.57
60-64
age
group
1.53
80-84
group.
period
effect
decreased
2007
showing
areas
(RR
=
1.51)
than
urban
1.16)
during
2007-2011,
but
this
trend
reversed
2017-2021.
cohort
generally
declined,
exception
certain
demographic
groups
that
showed
an
increase
1952-1956
1957-1961
birth
cohorts.
Variations
highlight
differences
by
gender,
regions,
providing
insights
for
targeted
intervention
strategies.
Frontiers in Cellular and Infection Microbiology,
Journal Year:
2025,
Volume and Issue:
14
Published: Jan. 7, 2025
This
study
aimed
to
explore
the
accuracy
of
third-generation
nanopore
sequencing
diagnose
extrapulmonary
tuberculosis
(EPTB).
Samples
were
collected
from
lesions
67
patients
with
suspected
EPTB
admitted
between
April
2022
and
August
2023.
Nanopore
sequencing,
acid-fast
bacilli
(AFB)
staining,
DNA
testing,
X-pert
mycobacterial
cultures
performed.
The
sensitivity,
specificity,
positive
predictive
value
(PPV),
negative
(NPV)
area
under
receiver
operating
characteristic
curve
(AUC)
calculated
for
different
diagnostic
methods,
their
accuracies
compared.
demonstrated
highest
correct
diagnosis
rate
among
50
cases,
independently
diagnosing
19
cases
missed
by
conventional
methods.
Its
sensitivity
(62.00%),
specificity
(94.10%),
PPV
(96.90%),
NPV
(45.70%)
AUC
(0.781,
95%
CI:
0.67-0.89)
superior
those
such
as
AFB
X-pert,
solid
culture,
indicating
its
significantly
efficient
advantage
in
detection.
technology
outperforms
methods
culture
EPTB,
promising
improve
EPTB.
Research Square (Research Square),
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 15, 2025
Abstract
Background
The
burden
of
tuberculosis
has
emerged
as
a
significant
challenge
in
the
domain
global
public
health,
particularly
developing
nations.
Hence,
prevention
and
control
TB
are
delayed.
current
study
is
based
on
SOR
theory
aims
to
explore
how
social
capital
affects
practices.
goal
this
investigation
offer
theoretical
support
practical
guidance
for
future
strategies
aim
ed
at
preventing
controlling
TB.
Methods
This
employed
multi-stage
stratified
random
sampling
method
implement
questionnaire
survey
combining
online
offline
surveys
3179
participants.
Based
theory,
chain
mediation
effect
model
knowledge
reserves
attitudes
between
practices
was
constructed
empirically
evaluated
using
SPSS27.0
software.
Results
findings
suggest
that
positively
contributes
Both
regarding
act
mediators
Additionally,
function
together
Conclusions
To
eliminate
by
2030,
government
health
organizations
must
actively
promote
efforts.
Support
from
all
sectors
society
essential.
Public
awareness
through
education
reducing
discrimination
against
patients
crucial
steps.
scientific
research
needed
identify
more
effective
treatment
methods
increase
cure
rates
reduce
transmission.
Achieving
these
objectives
vital
safeguarding
reaching
elimination.