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I
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2088
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8708
I
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Vo
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10
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ata
to
q
u
ick
l
y
p
r
o
lif
er
at
e
to
a
n
u
m
b
er
o
f
d
ev
ices,
ac
ce
s
s
ed
b
y
a
n
u
m
b
er
o
f
u
s
er
s
w
it
h
m
i
n
i
m
u
m
h
u
m
a
n
i
n
ter
v
en
t
io
n
.
I
o
T
s
i
m
p
l
y
m
a
k
es
d
ev
ices
s
m
ar
ter
a
n
d
u
s
er
s
m
o
r
e
in
f
o
r
m
ed
[
4
]
.
I
HS
(
I
n
f
o
r
m
at
i
o
n
Han
d
li
n
g
Ser
v
ices)
Ma
r
k
it
b
eliev
es
t
h
e
n
u
m
b
er
o
f
co
n
n
ec
ted
I
o
T
d
ev
ices
w
i
ll
in
cr
ea
s
e
1
2
%
an
n
u
a
ll
y
to
r
ea
ch
1
2
5
b
illi
o
n
in
2
0
3
0
.
I
o
T
is
u
s
ed
in
h
ea
lt
h
ca
r
e
m
o
n
i
to
r
in
g
,
a
s
it
i
s
f
a
s
t,
r
eliab
le
an
d
f
le
x
ib
le,
a
n
d
th
at
i
t
p
r
o
v
id
es
a
k
e
y
a
s
p
ec
t
o
f
d
ata
s
to
r
ag
e
th
r
o
u
g
h
clo
u
d
co
m
p
u
ti
n
g
.
Data
s
to
r
a
g
e
an
d
m
a
n
ag
e
m
e
n
t
i
n
h
ea
lt
h
ca
r
e
p
r
o
v
id
es
h
ea
lt
h
ca
r
e
p
r
o
f
ess
io
n
als
a
m
o
r
e
h
o
li
s
tic
v
ie
w
o
f
p
atien
t
’
s
tr
ea
t
m
e
n
t,
an
d
h
e
l
p
s
to
m
o
n
it
or
th
e
p
atie
n
t
’
s
co
n
d
itio
n
o
v
er
a
p
er
io
d
[
5
]
.
T
r
a
d
itio
n
all
y
,
v
ital
h
ea
lt
h
p
ar
a
m
eter
s
w
er
e
m
ea
s
u
r
ed
p
h
y
s
i
ca
ll
y
b
y
a
h
ea
lt
h
ca
r
e
p
r
o
f
es
s
io
n
al
an
d
m
e
n
tio
n
ed
in
t
h
e
p
atien
t
s
r
ep
o
r
t,
w
h
ic
h
w
er
e
s
to
r
ed
in
a
h
ar
d
co
p
y
o
f
th
e
r
ep
o
r
ts
.
T
h
is
w
as
f
u
r
th
er
i
m
p
r
o
v
ed
b
y
h
ea
l
t
h
m
o
n
ito
r
in
g
k
io
s
k
s
at
h
o
s
p
itals
a
n
d
cli
n
ics;
w
h
ic
h
allo
w
ed
p
atien
ts
to
i
n
d
ep
en
d
en
tl
y
m
ea
s
u
r
e
v
ita
l
p
ar
am
eter
s
.
A
d
v
a
n
ce
s
in
tech
n
o
lo
g
ies
eli
m
i
n
ated
th
e
r
eq
u
ir
e
m
e
n
t
f
o
r
p
atie
n
t
s
to
v
is
it
th
e
n
ea
r
est
k
io
s
k
,
w
i
th
t
h
e
i
n
tr
o
d
u
ctio
n
o
f
p
o
r
tab
le
h
ea
lt
h
m
ac
h
in
e
s
/
s
y
s
te
m
s
f
o
r
ea
ch
p
ar
a
m
eter
.
T
h
ese
m
ac
h
i
n
es
w
er
e
b
u
lk
y
a
n
d
o
n
l
y
s
u
itab
le
f
o
r
p
atien
t
ca
r
e
at
h
o
m
e.
T
h
is
s
h
o
r
tco
m
i
n
g
h
as
b
ee
n
r
u
led
o
u
t
b
y
in
tr
o
d
u
ctio
n
o
f
h
ea
lth
w
atc
h
es
an
d
s
m
ar
tp
h
o
n
es.
Hea
l
th
w
at
ch
es
s
u
c
h
as
Fit
B
it
a
n
d
s
m
a
r
tp
h
o
n
es
w
it
h
I
n
f
r
ar
ed
R
a
y
s
(
I
R
)
s
en
s
o
r
s
,
allo
w
p
atien
ts
to
co
n
s
tan
tl
y
m
o
n
ito
r
ce
r
tain
h
ea
l
th
p
ar
a
m
e
ter
s
as p
er
th
eir
co
n
v
e
n
ie
n
ce
an
d
ea
s
e
[
6
]
.
T
h
e
m
ea
s
u
r
e
m
e
n
t
o
f
h
ea
lth
p
ar
a
m
eter
s
i
s
ad
v
a
n
ci
n
g
r
ap
id
l
y
,
an
d
th
er
e
ar
e
ce
r
tai
n
f
ea
t
u
r
es
t
h
at
r
eq
u
ir
e
m
o
r
e
f
o
c
u
s
.
T
h
e
d
ata
g
en
er
ate
d
f
r
o
m
h
ea
lt
h
ca
r
e
s
er
v
ices
is
v
o
lu
m
in
o
u
s
i
n
s
ize
a
n
d
q
u
a
n
tit
y
an
d
is
g
e
n
er
ated
at
a
r
ap
id
v
elo
city
,
t
h
er
ef
o
r
e
h
a
s
to
b
e
ef
f
icien
tl
y
m
a
n
ag
ed
a
n
d
s
to
r
ed
.
C
o
n
v
en
tio
n
al
m
eth
o
d
s
o
f
d
ata
s
to
r
ag
e:
h
ar
d
co
p
y
o
f
d
o
cu
m
e
n
ts
i
n
h
o
s
p
ital
ar
ch
iv
e
s
o
r
s
to
r
ag
e
in
p
o
r
tab
le
d
ev
ices:
SD
C
ar
d
,
C
D
an
d
USB
ar
e
r
ed
u
n
d
an
t,
an
d
ar
e
p
r
ec
ed
ed
b
y
c
lo
u
d
s
to
r
ag
e.
C
lo
u
d
s
to
r
ag
e
n
o
t
o
n
l
y
is
co
s
t
e
f
f
ec
tiv
e,
b
u
t
also
allo
w
s
lo
n
g
-
ter
m
s
to
r
ag
e.
A
lo
n
g
w
it
h
clo
u
d
s
to
r
ag
e,
a
d
ec
en
tr
alize
d
p
latf
o
r
m
is
r
eq
u
ir
ed
,
w
h
er
e
d
ata
o
b
tain
ed
f
r
o
m
s
e
v
er
al
s
o
u
r
ce
s
is
a
v
ai
lab
le
i
n
a
s
i
n
g
le
p
latf
o
r
m
an
d
w
it
h
i
n
cr
ea
s
ed
ac
ce
s
s
ib
ilit
y
[
7
].
Fit
B
its
an
d
s
m
ar
tp
h
o
n
es
(
w
it
h
h
ea
lt
h
tr
ac
k
er
s
)
ar
e
ex
p
en
s
i
v
e
an
d
o
n
l
y
allo
w
m
ea
s
u
r
e
m
e
n
t
o
f
p
u
ls
e
r
ate
an
d
Sp
O2
[
8
]
.
T
h
er
ef
o
r
e,
a
m
o
r
e
ec
o
n
o
m
ical
m
eth
o
d
,
alo
n
g
w
it
h
t
h
e
m
ea
s
u
r
e
m
en
t
o
f
o
th
er
c
r
u
cial
p
ar
am
eter
s
is
r
eq
u
ir
ed
.
T
h
ese
d
ev
ices
ar
e
s
u
itab
le
o
n
l
y
f
o
r
a
s
in
g
le
p
er
s
o
n
,
as
ir
r
esp
ec
tiv
e
o
f
th
e
n
u
m
b
er
o
f
p
atien
ts
t
h
at
m
ea
s
u
r
e
a
n
d
u
s
e
t
h
e
m
;
t
h
e
d
ata
w
ill
b
e
s
to
r
ed
all
to
g
eth
er
i
n
a
s
in
g
le
f
o
ld
er
in
C
lo
u
d
.
Hen
ce
,
t
h
er
e
s
h
o
u
ld
b
e
a
d
ev
ice,
w
h
ic
h
al
lo
w
s
m
u
lt
ip
le
p
atien
t
s
to
m
e
asu
r
e
a
n
d
s
to
r
e
th
e
ir
d
ata
in
th
eir
u
n
iq
u
e
f
o
ld
er
,
in
d
ep
en
d
en
t
o
f
o
t
h
er
s
.
T
h
e
clo
u
d
s
to
r
ag
e
a
llo
w
s
r
elati
v
es
an
d
d
o
cto
r
s
ac
ce
s
s
th
e
p
atie
n
t
s
’
r
ec
o
r
d
s
in
r
ea
l
ti
m
e
f
r
o
m
a
n
y
r
e
m
o
te
lo
ca
tio
n
,
p
r
o
v
id
in
g
m
o
r
e
ac
ce
s
s
ib
ilit
y
.
Fi
n
a
l
l
y
,
i
f
th
e
s
e
p
r
o
b
lem
s
ar
e
o
v
er
co
m
e,
it
w
ill
b
en
e
f
it
o
b
ese
p
atien
ts
,
a
s
t
h
e
y
h
av
e
t
o
r
eg
u
lar
l
y
c
h
ec
k
t
h
eir
v
itals
.
T
h
e
d
is
ea
s
e
o
b
esit
y
n
o
r
m
all
y
r
u
n
s
i
n
t
h
e
f
a
m
il
y
,
th
u
s
a
s
in
g
le
d
ev
ice
m
ea
s
u
r
in
g
all
th
e
p
atien
ts
’
v
ital
s
an
d
s
to
r
in
g
th
e
d
ata
u
n
iq
u
el
y
,
w
ill
b
e
an
o
p
ti
m
al
s
o
lu
t
io
n
.
T
h
e
p
r
ev
io
u
s
s
t
u
d
ies
co
n
d
u
ct
ed
,
h
av
e
p
er
f
o
r
m
ed
ex
ten
s
iv
e
r
esear
ch
f
ie
ld
o
f
I
o
T
im
p
le
m
en
tatio
n
i
n
h
ea
lt
h
ca
r
e
an
d
d
ata
s
to
r
ag
e.
A
b
asic
p
atie
n
t
m
o
n
ito
r
in
g
s
y
s
te
m
w
a
s
d
esi
g
n
ed
to
d
etec
t
p
u
ls
e
r
ate
an
d
te
m
p
er
atu
r
e
a
n
d
w
h
e
n
th
e
s
e
v
al
u
es
ar
e
ab
o
v
e
th
e
m
a
x
i
m
u
m
t
h
r
esh
o
ld
v
alu
e,
a
n
SMS
i
s
s
en
t
v
ia
W
i
-
Fi
to
th
e
ca
r
etak
er
[
9
,
10
]
.
I
n
ad
d
itio
n
to
p
u
ls
e
r
ate
a
n
d
te
m
p
er
at
u
r
e
as
th
e
v
ital
p
ar
a
m
eter
s
,
b
lo
o
d
p
r
ess
u
r
e
an
d
Sp
O2
we
r
e
i
n
te
g
r
ated
in
to
t
h
e
d
ev
i
ce
[
1
1
]
.
T
h
is
p
atien
t
m
o
n
ito
r
i
n
g
d
e
v
ice
w
as
f
u
r
th
er
e
n
h
a
n
c
ed
b
y
t
h
e
u
s
a
g
e
o
f
ad
v
an
ce
d
co
m
m
u
n
icatio
n
tech
n
o
lo
g
ies
s
u
c
h
as
R
FID
(
R
ad
io
f
r
eq
u
e
n
c
y
id
en
ti
f
ica
tio
n
)
,
R
as
p
b
er
r
y
P
i,
B
lu
eto
o
th
a
n
d
W
i
-
Fi
[
1
2
]
.
Fu
r
th
er
m
o
r
e,
th
e
co
m
p
lete
f
u
n
ctio
n
o
f
t
h
is
i
n
te
g
r
ated
s
y
s
te
m
w
a
s
ap
p
lied
to
m
o
n
ito
r
p
atien
t
s
r
e
m
o
tel
y
i
n
t
h
e
I
C
U
(
I
n
ten
s
iv
e
ca
r
e
u
n
it)
[
1
3
]
.
T
ec
h
n
iq
u
es
a
n
d
to
o
ls
th
at
en
ab
le
m
a
n
ag
e
m
e
n
t
o
f
h
ea
l
th
t
h
r
o
u
g
h
E
lectr
o
n
ic
Hea
lth
R
ec
o
r
d
s
(
E
HR
)
,
an
al
y
ze
s
t
h
e
d
ata
g
en
er
at
ed
f
r
o
m
m
ea
s
u
r
e
m
en
t
o
f
p
ar
am
eter
s
u
s
i
n
g
m
ed
ical
in
s
tr
u
m
en
tatio
n
[
1
4
].
L
iter
atu
r
e
s
tu
d
ies co
n
d
u
ct
ed
estab
li
s
h
t
h
e
v
i
tal
p
ar
a
m
eter
s
to
b
e
m
ea
s
u
r
ed
as: p
u
ls
e
r
ate,
Sp
O2
,
b
lo
o
d
p
r
ess
u
r
e
an
d
te
m
p
er
atu
r
e.
T
h
ese
f
o
u
r
p
ar
a
m
eter
s
ar
e
f
u
n
d
a
m
en
ta
l
f
o
r
d
iag
n
o
s
i
s
;
th
er
e
f
o
r
e,
th
r
o
u
g
h
th
e
ap
p
licatio
n
o
f
I
o
T
,
a
d
ev
ice
h
as
b
ee
n
d
esig
n
ed
f
o
r
m
ea
s
u
r
e
m
e
n
t
o
f
th
e
s
e
p
ar
a
m
e
ter
s
,
alo
n
g
w
it
h
u
s
a
g
e
o
f
th
e
d
ash
b
o
ar
d
io
tg
ec
k
o
.
co
m
.
T
h
e
d
ata
is
s
to
r
ed
o
n
th
e
clo
u
d
p
er
m
a
n
en
tl
y
f
o
r
a
g
i
v
en
p
er
io
d
.
I
n
o
r
d
er
to
m
a
k
e
t
h
is
d
ev
ice
m
o
r
e
ef
f
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ice
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tain
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Fi
g
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r
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1
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it
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to
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t
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ein
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o
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atien
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av
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er
b
lo
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d
p
r
ess
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r
e
an
d
p
u
ls
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r
ate.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J
E
lec
&
C
o
m
p
E
n
g
I
SS
N:
2088
-
8708
I
n
teg
r
a
ted
h
e
a
lth
ca
r
e
mo
n
ito
r
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g
d
ev
ice
fo
r
o
b
ese
a
d
u
lts
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s
in
g
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tern
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o
f th
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g
s
(
I
o
T)
(
De
v
Gu
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ta
)
1241
Fig
u
r
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.
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h
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ar
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m
eter
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et
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p
atien
t c
o
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tio
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atie
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Fig
u
r
e
2
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h
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r
atio
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ltip
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o
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t
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3
2
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.
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h
ese
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en
s
o
r
s
ar
e
L
M3
5
as
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te
m
p
er
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en
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r
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MA
X3
0
1
0
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en
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atien
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k
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liq
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also
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atie
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e
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ice
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u
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2
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ice
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p
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ca
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ip
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atien
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ir
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n
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e
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atie
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ts
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n
iq
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ig
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s
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h
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m
ed
ical
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ata.
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s
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a
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f
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s
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-
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m
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E
SP
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2
6
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itted
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e
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o
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g
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k
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[
1
5
,
1
6
]
.
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h
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p
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r
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d
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D
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ca
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n
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n
Fig
u
r
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3
.
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h
e
p
atien
t
ca
n
n
av
ig
ate
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h
r
o
u
g
h
t
h
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d
ev
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y
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h
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o
p
tio
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s
d
is
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la
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ed
o
n
t
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s
cr
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n
,
w
h
ic
h
allo
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th
e
p
atien
t to
p
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r
m
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d
esi
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m
ea
s
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m
en
ts
o
r
s
k
ip
t
h
e
m
ea
s
u
r
e
m
en
t
s
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2088
-
8708
I
n
t J
E
lec
&
C
o
m
p
E
n
g
,
Vo
l.
10
,
No
.
1
,
Feb
r
u
ar
y
2
0
2
0
:
1
2
3
9
-
1
2
4
7
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Fig
u
r
e
3
.
Me
n
u
p
r
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ce
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o
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L
C
D
s
cr
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Fin
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l
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it
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c
ial
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at
t
h
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ata
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llected
is
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m
p
ar
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w
it
h
th
e
t
h
r
esh
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ld
v
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y
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e
h
ea
lt
h
ca
r
e
p
r
o
f
ess
io
n
al.
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h
is
s
tep
i
s
es
s
en
tial
a
s
t
h
r
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h
o
ld
v
alu
e
s
o
f
v
i
tal
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ar
a
m
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ter
s
v
ar
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a
m
o
n
g
o
b
ese
p
atien
ts
.
T
h
is
r
e
f
er
s
to
th
e
d
ata
p
r
o
ce
s
s
in
g
as
s
h
o
w
n
in
Fig
u
r
e
4
.
Data
p
r
o
ce
s
s
in
g
r
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f
er
s
to
t
h
e
d
ev
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f
u
n
ctio
n
i
n
g
an
d
p
r
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r
a
m
m
i
n
g
,
f
o
r
co
llectio
n
o
f
d
ata
f
r
o
m
th
e
d
i
f
f
er
e
n
t
p
ar
a
m
eter
s
a
n
d
tr
an
s
f
er
o
f
d
ata
to
th
e
d
ash
b
o
ar
d
[
1
7
].
Fig
u
r
e
4
.
Data
p
r
o
ce
s
s
in
g
Fig
u
r
e
5
th
e
h
ea
l
th
m
o
n
i
to
r
in
g
d
ev
ices a
r
e
s
h
o
w
n
; n
a
m
el
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:
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em
p
er
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r
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s
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n
s
o
r
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r
tb
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n
d
b
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r
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o
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icr
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o
ller
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-
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le
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Dis
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Fig
u
r
e
5
.
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lth
m
o
n
ito
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i
n
g
d
ev
ice
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J
E
lec
&
C
o
m
p
E
n
g
I
SS
N:
2088
-
8708
I
n
teg
r
a
ted
h
e
a
lth
ca
r
e
mo
n
ito
r
in
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d
ev
ice
fo
r
o
b
ese
a
d
u
lts
u
s
in
g
in
tern
et
o
f th
in
g
s
(
I
o
T)
(
De
v
Gu
p
ta
)
1243
T
h
e
h
ar
d
w
ar
e
co
m
p
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n
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ts
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wh
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h
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e
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tech
n
iq
u
es:
Temp
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r
e
S
en
s
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r
:
Fig
u
r
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6
d
is
p
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th
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L
M3
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d
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m
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[
1
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]
.
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h
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M3
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en
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p
atien
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.
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’
s
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g
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f
itn
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s
an
d
g
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etics
[
1
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]
.
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r
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[
2
3
]
.
LC
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Dis
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An
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p
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Evaluation Warning : The document was created with Spire.PDF for Python.
I
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N
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I
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t J
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lec
&
C
o
m
p
E
n
g
,
Vo
l.
10
,
No
.
1
,
Feb
r
u
ar
y
2
0
2
0
:
1
2
3
9
-
1
2
4
7
1244
T
h
e
s
o
f
t
w
ar
e
co
m
p
o
n
en
ts
i
n
cl
u
d
e:
A
r
d
u
in
o
I
DE
p
r
o
g
r
a
mmin
g
:
Mo
s
t
m
icr
o
co
n
tr
o
ller
s
y
s
te
m
s
ar
e
lim
ited
to
W
in
d
o
w
s
b
u
t
A
r
d
u
in
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So
f
t
w
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(
I
DE
)
r
u
n
s
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n
W
i
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d
o
w
s
,
Ma
cin
to
s
h
OSX,
a
n
d
L
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n
u
x
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p
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s
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s
.
A
r
d
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i
n
o
So
f
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w
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(
I
DE
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p
r
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v
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y
p
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r
a
m
m
in
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s
o
f
t
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w
h
ic
h
i
s
o
p
en
s
o
u
r
ce
a
n
d
ex
ten
s
ib
le
[
2
4
]
.
T
h
e
lan
g
u
a
g
e
ca
n
b
e
ex
p
an
d
ed
th
r
o
u
g
h
C
++
lib
r
ar
ies.
T
h
e
p
r
o
g
r
a
m
s
d
ev
elo
p
ed
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e
in
s
ta
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A
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o
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t
m
eg
a
3
2
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Mic
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d
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ystem
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f
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p
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t
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o
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e
s
as
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e
o
b
ese
p
atien
ts
’
co
n
d
itio
n
s
[
2
5
]
.
2.
RE
SU
L
T
S
A
ND
D
I
SCU
SS
I
O
N
T
h
e
p
r
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s
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ies
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m
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p
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v
e
C
ar
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U
n
it
(
I
C
U)
th
r
o
u
g
h
a
d
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ice,
m
o
n
ito
r
ed
th
r
o
u
g
h
a
m
o
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i
le
ap
p
licatio
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,
allo
w
i
n
g
t
h
e
d
o
cto
r
to
r
em
o
tel
y
m
o
n
ito
r
th
e
p
atien
t [
2
6
]
.
I
n
th
is
d
ev
ice
h
o
w
ev
er
,
s
to
r
ag
e
w
a
s
n
’
t d
ev
elo
p
ed
as,
c
o
n
s
ta
n
t a
n
al
y
s
i
s
i
n
r
ea
l
-
ti
m
e
a
n
d
aler
ts
w
er
e
t
h
e
f
u
n
d
a
m
e
n
tal
f
o
cu
s
.
T
h
e
o
th
er
ap
p
r
o
ac
h
es
f
o
cu
s
ed
p
r
i
m
ar
il
y
o
n
m
o
n
ito
r
in
g
th
e
v
i
tal
f
o
u
r
p
ar
am
e
ter
s
an
d
s
en
d
in
g
SMS
to
t
h
e
d
o
cto
r
s
f
o
r
aler
ts
,
u
s
i
n
g
R
asp
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er
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y
P
i
an
d
Z
i
g
b
ee
tech
n
o
lo
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y
f
o
r
clo
s
e
r
an
g
e
s
h
o
r
t
d
is
tan
c
es
[
2
7
,
28
]
.
T
h
er
ef
o
r
e,
b
y
u
n
d
er
s
tan
d
in
g
p
r
ev
io
u
s
s
t
u
d
ies,
th
is
d
ev
ice
al
lo
w
s
m
o
n
i
to
r
in
g
o
f
v
ita
l
p
ar
a
m
eter
s
f
o
r
o
b
ese
p
at
ien
ts
a
n
d
s
to
r
a
g
e
o
f
d
ata
f
o
r
m
ed
ical
a
n
al
y
s
i
s
f
o
r
m
u
ltip
le
p
atie
n
ts
.
T
h
e
s
en
s
o
r
s
o
p
er
ate
w
h
en
t
h
e
d
ev
ice
is
co
n
n
ec
ted
to
a
W
i
-
Fi
r
o
u
ter
.
Fig
u
r
e
8
s
h
o
w
s
th
e
p
r
o
ce
s
s
in
g
th
a
t
tak
e
s
p
lace
af
ter
m
ea
s
u
r
e
m
en
ts
ar
e
t
ak
en
,
t
h
e
n
s
en
t to
th
e
I
o
T
d
ash
b
o
ar
d
.
I
n
th
e
Fi
g
u
r
e
9
,
t
h
e
d
as
h
b
o
ar
d
is
d
is
p
la
y
ed
a
f
ter
t
h
e
r
ea
d
in
g
s
h
a
v
e
b
ee
n
ta
k
e
n
.
W
h
e
n
t
h
e
m
ea
s
u
r
ed
v
al
u
es
ar
e
h
ig
h
er
o
r
lo
w
er
t
h
an
th
e
p
r
e
-
d
eter
m
in
ed
th
r
es
h
o
ld
v
alu
e,
an
aler
t
w
i
th
a
b
u
z
ze
r
n
o
is
e
is
s
et
o
f
f
.
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n
t
h
is
s
ce
n
ar
io
,
a
s
t
h
e
lo
w
er
b
lo
o
d
p
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ess
u
r
e
th
r
es
h
o
ld
v
a
l
u
e
i
s
s
et
as
7
0
,
an
d
t
h
e
m
ea
s
u
r
ed
v
a
lu
e
is
6
7
,
an
aler
t
w
it
h
b
u
zz
er
s
o
u
n
d
h
as
b
ee
n
s
et
o
f
f
.
T
h
er
ef
o
r
e,
th
is
f
ea
tu
r
e
allo
w
s
th
e
d
o
cto
r
an
d
th
e
p
atien
t
to
b
e
alar
m
ed
in
ab
n
o
r
m
al
s
it
u
atio
n
s
f
o
r
all
m
ea
s
u
r
ed
p
ar
a
m
eter
s
.
I
n
ca
s
e
th
e
p
atien
t
s
k
ip
s
a
m
ea
s
u
r
e
m
en
t,
t
h
en
t
h
e
v
al
u
e
d
is
p
lay
ed
o
n
th
e
I
o
T
in
ter
f
ac
e
is
ze
r
o
,
s
h
o
w
n
in
Fi
g
u
r
e
1
0
.
T
h
e
d
o
ct
o
r
s
elec
ts
th
e
p
atien
t’
s
f
o
ld
er
an
d
ca
n
v
ie
w
al
l
th
e
p
r
ev
io
u
s
m
ea
s
u
r
e
m
e
n
t
s
an
d
th
e
m
o
s
t
r
ec
en
t,
w
h
ic
h
is
d
en
o
ted
b
y
th
e
f
ir
s
t
Ser
ial
I
D.
I
n
th
is
f
i
g
u
r
e,
v
alu
e
s
f
o
r
t
w
o
s
e
p
ar
ate
p
atien
ts
ar
e
o
b
s
er
v
ed
:
P
er
s
o
n
1
an
d
P
er
s
o
n
2
,
an
d
th
e
m
o
s
t
r
ec
en
t
r
ea
d
i
n
g
s
o
u
t
o
f
t
h
e
m
o
n
t
h
l
y
r
ea
d
in
g
s
s
to
r
ed
ar
e
d
is
p
lay
ed
.
T
h
u
s
,
th
e
v
al
u
es
g
et
s
to
r
ed
o
n
to
a
C
lo
u
d
p
latf
o
r
m
,
f
o
r
a
lo
n
g
-
ter
m
e
x
a
m
i
n
atio
n
.
T
h
e
s
to
r
ed
v
alu
es
ar
e
f
u
n
d
a
m
en
ta
l
to
th
i
s
d
ev
ice,
it
allo
w
s
d
ata
an
al
y
s
i
s
an
d
p
r
o
v
i
d
es st
atis
t
ical
r
ea
s
o
n
i
n
g
.
T
h
e
g
r
ap
h
s
h
o
w
n
in
t
h
e
Fig
u
r
e
1
1
in
d
icate
s
a
m
o
n
t
h
l
y
tr
e
n
d
f
o
r
t
w
o
p
ar
am
eter
s
:
b
lo
o
d
p
r
ess
u
r
e
an
d
h
ea
r
t
r
ate
f
o
r
an
o
b
ese
p
atie
n
t.
T
h
is
p
atien
t
h
as
b
ee
n
r
eg
u
lar
w
it
h
ch
ec
k
u
p
s
w
it
h
th
e
i
r
d
o
cto
r
,
an
d
f
ac
es
h
ea
d
ac
h
es
a
n
d
s
w
ea
ti
n
g
o
n
a
w
ee
k
l
y
b
a
s
is
.
T
h
e
o
b
ese
p
atien
t
’
s
p
ar
a
m
eter
s
w
er
e
m
ea
s
u
r
ed
d
aily
u
s
i
n
g
th
is
d
ev
ice,
an
d
th
eir
v
al
u
es
w
er
e
s
u
b
s
eq
u
en
t
l
y
s
to
r
ed
o
n
th
e
C
l
o
u
d
p
latf
o
r
m
.
T
h
e
d
o
cto
r
th
r
o
u
g
h
t
h
e
an
al
y
s
is
o
f
h
is
p
ar
a
m
e
ter
s
ca
n
g
et
a
b
ett
er
u
n
d
er
s
ta
n
d
in
g
o
f
t
h
e
m
ed
i
ca
l
co
n
d
itio
n
a
n
d
p
o
ten
tial
m
ed
ical
t
h
r
ea
ts
t
h
at
th
e
p
atien
t
m
i
g
h
t
f
ac
e.
T
h
e
v
al
u
es
f
o
r
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g
iv
e
n
m
o
n
t
h
(
J
an
2
0
1
9
)
w
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i
n
te
g
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to
g
et
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er
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d
a
g
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ap
h
in
d
icati
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g
th
e
p
atie
n
t’
s
h
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lt
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d
w
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d
ev
elo
p
ed
,
to
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r
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id
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tatis
tical
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n
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h
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d
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/h
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lth
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atien
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r
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ei
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h
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lth
co
n
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itio
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,
to
p
r
ev
en
t a
p
o
ten
tial c
atas
tr
o
p
h
e.
Fig
u
r
e
8
.
So
f
t
w
ar
e
p
r
o
ce
s
s
in
g
o
f
m
ea
s
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r
e
m
en
ts
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J
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&
C
o
m
p
E
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g
I
SS
N:
2088
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8708
I
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1245
Fig
u
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R
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: d
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u
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.
Mo
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3.
CO
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h
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T
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ter
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o
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o
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itab
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s
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tio
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al
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ical
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ed
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d
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e
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m
k
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y
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s
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h
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io
lo
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ical
co
n
d
itio
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o
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a
d
ail
y
b
asi
s
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2088
-
8708
I
n
t J
E
lec
&
C
o
m
p
E
n
g
,
Vo
l.
10
,
No
.
1
,
Feb
r
u
ar
y
2
0
2
0
:
1
2
3
9
-
1
2
4
7
1246
RE
F
E
R
E
NC
E
S
[1
]
A
iello
,
M
,
Am
b
ro
n
,
E,
S
it
u
l
in
,
R,
F
o
r
o
n
i
,
F
,
Bio
lo
,
G
,
a
n
d
R
u
m
i
a
ti
,
R.
,
"
Bo
d
y
w
e
i
g
h
t
a
n
d
it
s
a
ss
o
c
iatio
n
w
it
h
im
p
u
lsiv
it
y
in
m
id
d
le an
d
o
ld
a
g
e
in
d
iv
id
u
a
ls,"
Bra
i
n
a
n
d
Co
g
n
i
ti
o
n
,
p
p
.
1
0
3
-
1
0
9
,
2
0
1
8
.
[2
]
Kim
,
J.,
“
A
w
e
a
r
a
b
le
d
e
v
ice
f
o
r
m
a
n
a
g
in
g
a
b
d
o
m
in
a
l
o
b
e
sity
.
T
h
ird
In
tern
a
ti
o
n
a
l
Co
n
f
e
re
n
c
e
o
n
Big
Da
ta
a
n
d
S
m
a
rt
Co
m
p
u
ti
n
g
(Big
Co
m
p
2
0
1
6
)
,”
Da
ta &
Kn
o
w
led
g
e
En
g
in
e
e
rin
g
,
2
0
1
7
.
[3
]
Ch
in
c
h
o
le,
S
.
,
&
P
a
tel,
S
.
(2
0
1
7
).
“
Clo
u
d
a
n
d
se
n
so
rs
b
a
se
d
o
b
e
sity
m
o
n
it
o
rin
g
sy
ste
m
,
”
2
0
1
7
In
ter
n
a
ti
o
n
a
l
Co
n
fer
e
n
c
e
o
n
In
tell
ig
e
n
t
S
u
sta
i
n
a
b
le
S
y
ste
ms
(
ICIS
S
).
[4
]
Ba
k
e
r,
S
,
X
ian
g
,
W
,
a
n
d
A
tk
in
so
n
,
I.
,
"
In
tern
e
t
o
f
T
h
i
n
g
s
f
o
r
S
m
a
rt
He
a
lt
h
c
a
re
:
T
e
c
h
n
o
lo
g
ies
,
Ch
a
ll
e
n
g
e
s,
a
n
d
Op
p
o
r
tu
n
it
ies
,
"
IEE
E
Acc
e
ss
,
v
o
l.
5
,
p
p
.
2
6
5
2
1
-
2
6
5
4
4
,
2
0
1
7
.
[5
]
No
e
m
i
S
c
a
rp
a
to
,
A
les
s
a
n
d
ra
P
iero
n
i,
L
u
c
a
Di
Nu
n
z
i
o
,
F
ra
n
c
e
sc
a
F
a
ll
u
c
c
h
i,
“
E
-
h
e
a
lt
h
-
I
o
T
Un
iv
e
rse
:
A
Re
v
ie
w
,
”
In
ter
n
a
ti
o
n
a
l
J
o
u
rn
a
l
o
n
Ad
v
a
n
c
e
d
S
c
ien
c
e
,
E
n
g
i
n
e
e
rin
g
a
n
d
I
n
f
o
rm
a
ti
o
n
T
e
c
h
n
o
l
o
g
y
,
Vo
l.
7
,
N
o
.
6
,
2
0
1
7
.
[6
]
Dia
z
,
K,
Kru
p
k
a
,
D,
Ch
a
n
g
,
M
,
P
e
a
c
o
c
k
,
J,
M
a
,
Y,
G
o
ld
sm
it
h
,
J,
S
c
h
w
a
rt
z
,
J,
a
n
d
Da
v
id
so
n
,
K.,
"
F
it
b
it
®:
A
n
a
c
c
u
ra
te
a
n
d
re
li
a
b
le
d
e
v
ice
f
o
r
w
irel
e
s
s
p
h
y
sic
a
l
a
c
ti
v
it
y
trac
k
in
g
,
"
I
n
ter
n
a
ti
o
n
a
l
J
o
u
rn
a
l
o
f
Ca
rd
io
lo
g
y
,
v
o
l
.
1
8
5
,
p
p
.
1
3
8
-
1
4
0
,
2
0
1
5
.
[7
]
A
b
a
w
a
j
y
,
J
a
n
d
Ha
ss
a
n
,
M
.
,
"
F
e
d
e
ra
ted
In
ter
n
e
t
o
f
T
h
in
g
s
a
n
d
C
lo
u
d
Co
m
p
u
ti
n
g
P
e
rv
a
siv
e
P
a
ti
e
n
t
He
a
lt
h
M
o
n
it
o
r
in
g
S
y
st
e
m
,
"
IEE
E
Co
mm
u
n
ica
t
io
n
s
M
a
g
a
zin
e
,
v
o
l.
5
5
(
1
),
p
p
.
4
8
-
5
3
,
2
0
1
7
.
[8
]
W
a
n
g
,
J.
B.
,
Ca
d
m
u
s
-
Be
rtra
m
,
L
.
A
.
,
Na
tara
j
a
n
,
L
.
,
W
h
it
e
,
M
.
M
.
,
M
a
d
a
n
a
t,
H.,
Nic
h
o
ls,
J.
F
.
,
P
ierc
e
,
J.
P
.
“
W
e
a
ra
b
le
S
e
n
so
r/De
v
ice
(F
it
b
it
On
e
)
a
n
d
S
M
S
T
e
x
t
-
M
e
ss
a
g
in
g
P
ro
m
p
ts
to
In
c
re
a
se
P
h
y
sic
a
l
A
c
ti
v
it
y
in
Ov
e
r
we
ig
h
t
a
n
d
Ob
e
se
A
d
u
lt
s
:
A
Ra
n
d
o
m
ize
d
Co
n
tro
ll
e
d
T
rial,
”
T
e
lem
e
d
icin
e
a
n
d
E
-
He
a
lt
h
,
Vo
l
2
1
,
No
.
1
0
,
p
p
7
8
2
–
7
9
2
[9
]
P
o
o
j
it
h
a
,
M
.
,
"
IOT
b
a
se
d
A
d
v
a
n
c
e
d
S
m
a
rt
H
e
a
lt
h
c
a
re
M
o
n
it
o
ri
n
g
S
y
ste
m
,
"
In
ter
n
a
ti
o
n
a
l
J
o
u
rn
a
l
f
o
r
Res
e
a
rc
h
i
n
Ap
p
li
e
d
S
c
ien
c
e
a
n
d
E
n
g
i
n
e
e
rin
g
T
e
c
h
n
o
l
o
g
y
,
v
o
l.
6
(3
),
p
p
.
2
4
7
3
-
2
4
7
6
,
2
0
1
8
.
[1
0
]
S
e
n
th
il
k
u
m
a
r,
S
,
Brin
d
h
a
,
K,
C
h
a
ra
n
y
a
,
R,
a
n
d
Ku
m
a
r,
A
.
,
"
P
a
ti
e
n
t
s He
a
lt
h
M
o
n
it
o
ri
n
g
S
y
st
e
m
Us
in
g
IO
T
,
"
In
d
ia
n
J
o
u
rn
a
l
o
f
Pu
b
li
c
He
a
l
th
Res
e
a
rc
h
&
De
v
e
lo
p
me
n
t
,
v
o
l.
1
0
(
4
),
p
p
.
2
5
2
,
2
0
1
9
.
[1
1
]
Na
re
sh
Be
e
s,
A
,
S
h
e
k
a
r
P
a
w
a
r,
N,
L
a
li
t
Ko
th
a
ri,
P
,
a
n
d
Na
m
d
e
o
Bh
o
r,
H.
,
"
He
a
rt
Ra
te
-
ECG
-
T
e
m
p
e
ra
tu
re
-
S
p
O2
M
o
n
i
to
ri
n
g
&
a
m
p
;
A
lertin
g
S
y
ste
m
,
"
S
S
RN
El
e
c
tro
n
ic
J
o
u
r
n
a
l
,
2
0
1
9
.
[1
2
]
S
w
a
ro
o
p
,
K,
Ch
a
n
d
u
,
K
,
G
o
rre
p
o
tu
,
R
,
a
n
d
De
b
,
S
.
,
"
A
h
e
a
lt
h
m
o
n
it
o
rin
g
s
y
ste
m
f
o
r
v
it
a
l
sig
n
s u
sin
g
Io
T
,
"
In
ter
n
e
t
o
f
T
h
in
g
s
,
p
p
.
1
1
6
-
1
2
9
,
2
0
1
9
.
[1
3
]
B
y
o
u
n
g
-
Ch
a
n
Je
o
n
,
Da
-
Hy
u
n
Ka
n
g
,
L
e
e
S
a
n
g
Je
o
n
g
a
n
d
Ju
n
g
-
H
y
e
n
C
h
o
,
"
De
sig
n
a
n
d
Im
p
lem
e
n
tatio
n
o
f
Io
T
b
a
se
d
Re
a
l
-
ti
m
e
M
o
n
it
o
rin
g
P
latf
o
rm
f
o
r
ICU,"
J
o
u
rn
a
l
o
f
K
n
o
w
led
g
e
In
fo
rm
a
t
io
n
T
e
c
h
n
o
l
o
g
y
a
n
d
S
y
ste
ms
,
v
o
l.
1
3
(4
),
p
p
.
4
7
5
-
4
8
5
,
2
0
1
8
.
[1
4
]
A
c
h
a
m
p
o
n
g
,
E.
,
"
Re
a
d
in
e
ss
o
f
E
lec
tro
n
ic
He
a
lt
h
Re
c
o
rd
s
f
o
r
th
e
Clo
u
d
Ne
tw
o
rk
,
"
J
o
u
rn
a
l
o
f
He
a
lt
h
&
M
e
d
ica
l
In
fo
rm
a
t
i
cs
,
v
o
l.
0
5
(
0
5
)
,
2
0
1
4
.
[1
5
]
Ne
a
g
u
,
G
.
,
P
re
d
a
,
S
.
,
S
tan
c
i
u
,
A
.
,
&
F
lo
rian
,
V.
(2
0
1
7
).
“
A
Clo
u
d
-
I
o
T
b
a
se
d
se
n
sin
g
se
rv
ice
f
o
r
h
e
a
lt
h
m
o
n
it
o
ri
n
g
.
”
2
0
1
7
E
-
He
a
lt
h
a
n
d
B
io
e
n
g
in
e
e
rin
g
Co
n
fer
e
n
c
e
(
EHB)
.
[1
6
]
Ha
ss
a
n
a
li
e
ra
g
h
,
M
.
,
P
a
g
e
,
A
.
,
S
o
y
a
ta,
T
.
,
S
h
a
rm
a
,
G
.
,
A
k
t
a
s,
M
.
,
M
a
teo
s,
G
.
,
A
n
d
re
e
s
c
u
,
S
.
“
He
a
lt
h
M
o
n
it
o
rin
g
a
n
d
M
a
n
a
g
e
m
e
n
t
Us
in
g
In
tern
e
t
-
of
-
Th
in
g
s (Io
T
)
S
e
n
si
n
g
w
it
h
Clo
u
d
-
Ba
se
d
P
r
o
c
e
ss
in
g
:
Op
p
o
rt
u
n
it
ies
a
n
d
Ch
a
ll
e
n
g
e
s,
”
2
0
1
5
IE
EE
I
n
ter
n
a
t
io
n
a
l
C
o
n
fer
e
n
c
e
o
n
S
e
rv
ice
s Co
mp
u
ti
n
g
.
[1
7
]
Ku
n
n
a
v
il
,
R
.
,
"
He
a
lt
h
c
a
re
Da
ta
Util
iza
ti
o
n
f
o
r
th
e
Be
tt
e
rm
e
n
t
o
f
M
a
n
k
in
d
-
A
n
Ov
e
rv
ie
w
o
f
Big
Da
ta
Co
n
c
e
p
t
i
n
He
a
lt
h
c
a
re
,
"
In
ter
n
a
ti
o
n
a
l
J
o
u
rn
a
l
o
f
He
a
l
th
c
a
re
E
d
u
c
a
ti
o
n
&
M
e
d
ica
l
In
f
o
rm
a
ti
c
s
,
v
o
l.
0
5
(
0
2
),
p
p
.
1
4
-
1
7
,
2
0
1
8
.
[1
8
]
T
a
riq
,
M
,
Nia
z
,
M
,
T
a
h
z
e
e
b
,
M
,
Ka
m
ra
n
,
S
,
a
n
d
W
a
sim
,
M
.
,
"
W
i
re
les
s
S
e
n
so
r
Ne
tw
o
rk
to
M
o
n
it
o
rin
g
th
e
P
a
ti
e
n
t
He
a
lt
h
S
y
ste
m
In
tern
e
t
o
f
th
in
g
s
(Io
T
)
b
a
se
d
u
si
n
g
Zi
g
Be
e
,
"
In
ter
n
a
ti
o
n
a
l
J
o
u
rn
a
l
o
f
Co
m
p
u
te
r
Ap
p
li
c
a
ti
o
n
s
,
v
o
l.
1
8
2
(
2
0
),
p
p
.
1
7
-
2
2
,
2
0
1
8.
[1
9
]
Ya
d
a
v
,
R,
Ya
d
a
v
,
P
,
Ya
d
a
v
,
L
,
Ag
ra
w
a
l,
K,
S
a
h
,
S
,
a
n
d
Isla
m
,
M
.
,
"
A
ss
o
c
iatio
n
b
e
tw
e
e
n
o
b
e
sity
a
n
d
h
e
a
rt
ra
te
v
a
riab
il
it
y
in
d
ice
s:
a
n
in
tu
it
io
n
to
w
a
rd
c
a
rd
iac
a
u
to
n
o
m
ic
a
lt
e
ra
ti
o
n
&
n
d
a
sh
;
a
risk
o
f
CV
D.
Dia
b
e
tes
,
"
M
e
ta
b
o
li
c
S
y
n
d
r
o
me
a
n
d
Ob
e
sity: T
a
rg
e
ts
a
n
d
T
h
e
ra
p
y
,
v
o
l.
1
0
,
p
p
.
57
-
6
4
,
20
1
7
.
[2
0
]
A
p
i
w
o
n
g
-
n
g
a
m
,
N
,
Ya
rin
,
S
,
Ng
a
m
j
a
ru
ro
jan
a
,
A
,
a
n
d
Ch
o
o
p
u
n
,
S
.
,
"
Co
n
stru
c
ti
o
n
o
f
Blo
o
d
P
re
ss
u
re
M
o
n
i
to
r
Us
in
g
P
h
o
t
o
p
leth
y
s
m
o
g
ra
p
h
y
Ca
li
b
ra
ti
n
g
w
it
h
U
p
p
e
r
-
a
rm
Blo
o
d
P
re
ss
u
re
M
o
n
i
to
r,
"
J
o
u
rn
a
l
o
f
Ph
y
sic
s:
C
o
n
fer
e
n
c
e
S
e
rie
s
1
1
4
4
,
2
0
1
8
.
[2
1
]
V
ip
p
a
lap
a
ll
i,
V
.
,
&
A
n
a
n
th
u
la,
S
.
“
In
tern
e
t
o
f
th
i
n
g
s
(Io
T
)
b
a
se
d
sm
a
rt
h
e
a
lt
h
c
a
re
s
y
ste
m
,
”
2
0
1
6
I
n
ter
n
a
ti
o
n
a
l
Co
n
fer
e
n
c
e
o
n
S
i
g
n
a
l
Pr
o
c
e
ss
in
g
,
Co
mm
u
n
ica
ti
o
n
,
Po
we
r a
n
d
Emb
e
d
d
e
d
S
y
ste
m (
S
COPES
)
,
2
0
1
6
.
[2
2
]
A
d
ip
u
tra,
R,
Ha
d
iy
o
so
,
S
,
a
n
d
H
a
ri
y
a
n
i,
Y.
,
"
In
tern
e
t
o
f
T
h
in
g
s:
L
o
w
Co
st
a
n
d
W
e
a
ra
b
le
S
p
O2
D
e
v
ice
f
o
r
He
a
lt
h
M
o
n
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