I
nte
rna
t
io
na
l J
o
urna
l o
f
E
lect
rica
l a
nd
Co
m
pu
t
er
E
ng
ineering
(
I
J
E
CE
)
Vo
l.
15
,
No
.
1
,
Feb
r
u
ar
y
20
25
,
p
p
.
1
1
5
2
~
1
1
6
1
I
SS
N:
2088
-
8
7
0
8
,
DOI
: 1
0
.
1
1
5
9
1
/ijece.
v
15
i
1
.
pp
1
1
5
2
-
1
1
6
1
1152
J
o
ur
na
l ho
m
ep
a
g
e
:
h
ttp
:
//ij
ec
e.
ia
esco
r
e.
co
m
S
ecured
and clo
u
d
-
ba
sed ele
ctroni
c health
records
b
y
ho
mo
mo
rphic en
cryp
tion a
lg
o
rith
m
B
a
la
Anna
pu
r
na
1
,
G
a
dd
a
m
G
ee
t
ha
2
,
P
riy
a
n
k
a
M
a
dh
ira
j
u
3
,
Su
bb
a
ra
y
a
n
K
a
la
is
elv
i
4
,
M
is
hm
a
la
Su
s
hith
5
,
Ra
t
hin
a
s
a
ba
pa
t
hy
Ra
m
a
dev
i
6
,
P
r
a
mo
d P
a
nd
ey
7
1
D
e
p
a
r
t
me
n
t
o
f
C
o
m
p
u
t
e
r
S
c
i
e
n
c
e
a
n
d
E
n
g
i
n
e
e
r
i
n
g
,
K
o
n
e
r
u
L
a
k
sh
m
a
i
a
h
E
d
u
c
a
t
i
o
n
F
o
u
n
d
a
t
i
o
n
,
V
i
j
a
y
a
w
a
d
a
,
I
n
d
i
a
2
D
e
p
a
r
t
me
n
t
o
f
C
o
m
p
u
t
e
r
S
c
i
e
n
c
e
a
n
d
E
n
g
i
n
e
e
r
i
n
g
,
B
V
R
a
j
u
I
n
st
i
t
u
t
e
o
f
Te
c
h
n
o
l
o
g
y
,
H
y
d
e
r
a
b
a
d
,
I
n
d
i
a
3
D
e
p
a
r
t
me
n
t
o
f
C
o
m
p
u
t
e
r
S
c
i
e
n
c
e
a
n
d
E
n
g
i
n
e
e
r
i
n
g
,
M
a
t
r
u
sr
i
En
g
i
n
e
e
r
i
n
g
C
o
l
l
e
g
e
,
H
y
d
e
r
a
b
a
d
,
I
n
d
i
a
4
D
e
p
a
r
t
me
n
t
o
f
C
o
m
p
u
t
e
r
Te
c
h
n
o
l
o
g
y
,
K
o
n
g
u
E
n
g
i
n
e
e
r
i
n
g
C
o
l
l
e
g
e
,
P
e
r
u
n
d
u
r
a
i
,
I
n
d
i
a
5
D
e
p
a
r
t
me
n
t
o
f
I
n
f
o
r
mat
i
o
n
Te
c
h
n
o
l
o
g
y
,
A
d
i
t
h
y
a
I
n
st
i
t
u
t
e
o
f
T
e
c
h
n
o
l
o
g
y
,
C
o
i
mb
a
t
o
r
e
,
I
n
d
i
a
6
D
e
p
a
r
t
me
n
t
o
f
B
i
o
m
e
d
i
c
a
l
E
n
g
i
n
e
e
r
i
n
g
,
S
a
v
e
e
t
h
a
S
c
h
o
o
l
o
f
E
n
g
i
n
e
e
r
i
n
g
,
S
a
v
e
e
t
h
a
I
n
st
i
t
u
t
e
o
f
M
e
d
i
c
a
l
a
n
d
Te
c
h
n
i
c
a
l
S
c
i
e
n
c
e
s
,
S
a
v
e
e
t
h
a
U
n
i
v
e
r
si
t
y
,
C
h
e
n
n
a
i
,
I
n
d
i
a
7
S
y
m
b
i
o
si
s
I
n
st
i
t
u
t
e
o
f
Te
c
h
n
o
l
o
g
y
,
N
a
g
p
u
r
C
a
mp
u
s,
S
y
m
b
i
o
s
i
s I
n
t
e
r
n
a
t
i
o
n
a
l
(
D
e
e
me
d
U
n
i
v
e
r
s
i
t
y
)
,
P
u
n
e
,
I
n
d
i
a
Art
icle
I
nfo
AB
S
T
RAC
T
A
r
ticle
his
to
r
y:
R
ec
eiv
ed
Ma
r
1
6
,
2
0
2
4
R
ev
is
ed
Sep
1
1
,
2
0
2
4
Acc
ep
ted
Oct
1
,
2
0
2
4
Th
is
u
se
s
h
o
m
o
m
o
rp
h
ic
e
n
c
ry
p
t
io
n
i
n
c
lo
u
d
-
b
a
se
d
p
latf
o
rm
s
to
imp
ro
v
e
e
lec
tro
n
ic
h
e
a
lt
h
re
c
o
rd
s
(
EH
R)
se
c
u
rit
y
a
n
d
a
c
c
e
ss
ib
il
it
y
.
P
ro
tec
ti
n
g
se
n
siti
v
e
m
e
d
ica
l
d
a
ta
wh
il
e
e
n
a
b
li
n
g
d
a
ta
p
r
o
c
e
ss
in
g
a
n
d
a
n
a
l
y
sis
is
th
e
m
a
in
g
o
a
l.
T
h
e
stu
d
y
e
x
a
m
in
e
s
h
o
w
h
o
m
o
m
o
rp
h
ic
e
n
c
ry
p
ti
o
n
p
r
o
t
e
c
ts
EHR
d
a
ta
p
ri
v
a
c
y
a
n
d
in
teg
rit
y
.
It
s
m
a
in
p
u
rp
o
se
is
to
re
d
u
c
e
risk
s
o
f
u
n
a
u
t
h
o
r
ize
d
a
c
c
e
ss
a
n
d
d
a
ta
b
re
a
c
h
e
s
to
b
u
il
d
tru
st
b
e
twe
e
n
h
e
a
lt
h
c
a
re
p
ro
fe
ss
io
n
a
ls
a
n
d
p
a
ti
e
n
ts
in
d
i
g
it
a
l
h
e
a
lt
h
c
a
re
.
Th
e
re
se
a
rc
h
u
se
s
h
o
m
o
m
o
r
p
h
ic
e
n
c
ry
p
ti
o
n
t
o
sa
fe
g
u
a
rd
c
lo
u
d
EHR
st
o
ra
g
e
a
n
d
tra
n
sm
issio
n
.
Re
su
lt
s
will
h
ig
h
li
g
h
t
t
h
e
a
lg
o
rit
h
m
'
s
in
fl
u
e
n
c
e
o
n
d
a
ta
se
c
u
rit
y
a
n
d
c
o
m
p
u
ti
n
g
e
fficie
n
c
y
,
re
v
e
a
li
n
g
it
s
p
o
ten
ti
a
l
u
se
in
h
e
a
lt
h
c
a
re
to
p
r
o
tec
t
p
a
ti
e
n
t
p
riv
a
c
y
a
n
d
m
e
e
t
re
g
u
lat
o
ry
re
q
u
irem
e
n
ts.
Re
su
lt
s
fro
m
d
a
tas
e
t
o
f
p
a
ti
e
n
t
h
e
a
lt
h
m
e
tri
c
s
sh
o
w
in
t
h
e
1
st
in
sta
n
c
e
sa
m
p
le
d
a
ta
fo
r
5
in
sta
n
c
e
s
with
a
g
e
s
b
e
twe
e
n
5
7
to
8
8
,
b
l
o
o
d
p
re
ss
u
re
(
BP
)
v
a
lu
e
s
fr
o
m
3
3
to
8
5
,
g
lu
c
o
se
v
a
lu
e
s
fr
o
m
5
t
o
9
9
,
a
n
d
h
e
a
rt
ra
te
v
a
l
u
e
s
fro
m
2
4
to
8
8
.
I
n
a
n
o
th
e
r
stu
d
y
o
f
5
p
a
ti
e
n
ts,
c
h
o
les
tero
l
l
e
v
e
ls
ra
n
g
e
d
fr
o
m
1
0
to
8
0
m
g
/
d
L,
b
o
d
y
m
a
ss
in
d
e
x
(
BM
I
)
fr
o
m
1
0
to
9
6
k
g
/m²
,
sm
o
k
in
g
sta
tu
s
fr
o
m
1
4
t
o
7
9
,
a
n
d
m
e
d
ica
ti
o
n
a
d
h
e
re
n
c
e
fro
m
6
to
7
8
%
.
K
ey
w
o
r
d
s
:
C
lo
u
d
-
b
ased
elec
tr
o
n
ic
h
ea
lth
r
ec
o
r
d
s
Data
s
ec
u
r
ity
Hea
lth
ca
r
e
tech
n
o
lo
g
y
Ho
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
Priv
ac
y
p
r
o
tectio
n
T
h
is i
s
a
n
o
p
e
n
a
c
c
e
ss
a
rticle
u
n
d
e
r th
e
CC B
Y
-
SA
li
c
e
n
se
.
C
o
r
r
e
s
p
o
nd
ing
A
uth
o
r
:
B
ala
An
n
ap
u
r
n
a
Dep
ar
tm
en
t o
f
C
o
m
p
u
ter
Scie
n
ce
an
d
E
n
g
in
ee
r
in
g
,
K
o
n
er
u
L
ak
s
h
m
aiah
E
d
u
ca
tio
n
Fo
u
n
d
atio
n
Vijay
awa
d
a,
An
d
h
r
a
Pra
d
esh
,
I
n
d
ia
E
m
ail:
an
n
ap
u
r
n
ag
a
n
d
r
ety
@
g
m
ail.
co
m
1.
I
NT
RO
D
UCT
I
O
N
T
h
e
b
r
o
a
d
u
s
e
o
f
elec
tr
o
n
ic
h
ea
lth
r
ec
o
r
d
s
(
E
H
R
)
i
s
a
d
i
r
e
c
t
r
e
s
u
l
t
o
f
d
e
v
e
l
o
p
m
e
n
t
s
i
n
d
i
g
i
t
a
l
h
e
a
l
t
h
c
a
r
e
,
w
h
i
c
h
h
a
v
e
i
m
p
r
o
v
e
d
p
a
t
i
e
n
t
c
a
r
e
b
y
al
l
o
wi
n
g
f
o
r
m
o
r
e
e
f
f
e
c
ti
v
e
d
a
t
a
a
d
m
i
n
is
t
r
at
i
o
n
.
C
l
o
u
d
s
t
o
r
a
g
e
o
f
s
e
n
s
i
ti
v
e
m
e
d
i
c
a
l
d
a
t
a
c
o
n
tin
u
e
s
t
o
b
e
a
s
o
u
r
c
e
o
f
c
o
n
c
e
r
n
f
o
r
p
r
i
v
a
c
y
a
n
d
s
e
c
u
r
i
t
y
.
H
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
t
e
c
h
n
i
q
u
e
s
p
r
o
v
i
d
e
a
p
o
t
e
n
t
i
al
a
n
s
w
e
r
t
o
t
h
es
e
p
r
o
b
l
e
m
s
.
Da
t
a
s
e
c
r
e
c
y
i
s
m
ai
n
t
a
i
n
e
d
t
h
r
o
u
g
h
o
u
t
p
r
o
c
e
s
s
i
n
g
u
s
i
n
g
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
b
e
c
a
u
s
e
c
o
m
p
u
t
a
t
i
o
n
m
a
y
b
e
p
e
r
f
o
r
m
e
d
o
n
e
n
c
r
y
p
t
e
d
d
a
t
a
w
i
t
h
o
u
t
d
e
c
r
y
p
t
i
o
n
b
e
i
n
g
n
e
c
e
s
s
a
r
y
.
I
m
p
r
o
v
i
n
g
t
h
e
s
a
f
et
y
o
f
E
HR
s
t
o
r
e
d
i
n
t
h
e
cl
o
u
d
b
y
u
s
i
n
g
h
o
m
o
m
o
r
p
h
i
c
en
c
r
y
p
t
i
o
n
t
e
c
h
n
i
q
u
e
s
i
s
t
h
e
f
o
c
u
s
o
f
t
h
i
s
r
es
e
a
r
c
h
.
T
h
e
g
o
a
l
o
f
t
h
e
p
r
o
j
e
c
t
i
s
t
o
e
n
s
u
r
e
p
a
t
i
e
n
t
c
o
n
f
i
d
e
n
t
i
al
i
t
y
an
d
c
o
m
p
l
i
a
n
c
e
w
i
t
h
r
e
g
u
l
a
t
o
r
y
r
e
q
u
i
r
e
m
e
n
t
s
b
y
e
n
c
r
y
p
t
i
n
g
E
H
R
w
h
i
l
e
t
h
e
y
a
r
e
s
t
o
r
e
d
a
n
d
p
r
o
c
e
s
s
e
d
i
n
t
h
e
c
l
o
u
d
.
T
h
i
s
w
o
u
l
d
li
m
i
t
t
h
e
r
i
s
k
s
o
f
u
n
a
u
t
h
o
r
i
z
e
d
a
c
c
ess
a
n
d
d
a
t
a
b
r
e
a
c
h
es
.
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
-
8
7
0
8
S
ec
u
r
ed
a
n
d
clo
u
d
-
b
a
s
ed
elec
tr
o
n
ic
h
ea
lth
r
ec
o
r
d
s
b
y
h
o
mo
mo
r
p
h
ic
en
cryp
tio
n
a
l
g
o
r
ith
m
(
B
a
la
A
n
n
a
p
u
r
n
a
)
1153
F
i
n
d
i
n
g
o
u
t
h
o
w
w
e
l
l
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
p
r
o
t
e
c
t
s
E
H
R
k
e
p
t
i
n
t
h
e
c
l
o
u
d
i
s
t
h
e
m
a
i
n
g
o
a
l
.
E
x
a
m
i
n
i
n
g
t
h
e
a
l
g
o
r
i
t
h
m
'
s
e
f
f
e
c
t
o
n
h
e
a
l
t
h
c
a
r
e
i
n
f
o
r
m
a
t
i
o
n
s
y
s
te
m
p
e
r
f
o
r
m
a
n
c
e
a
n
d
i
t
s
c
ap
a
c
i
t
y
t
o
s
a
f
e
g
u
a
r
d
d
a
t
a
i
n
t
e
g
r
it
y
a
n
d
c
o
n
f
i
d
e
n
t
i
a
li
t
y
a
r
e
p
a
r
t
o
f
t
h
i
s
p
r
o
c
es
s
.
U
l
t
i
m
at
e
l
y
,
w
e
w
a
n
t
t
o
s
e
t
u
p
a
s
o
l
i
d
s
y
s
t
e
m
f
o
r
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
-
b
a
s
ed
s
a
f
e
a
d
m
i
n
is
t
r
a
ti
o
n
o
f
E
HR
i
n
t
h
e
c
l
o
u
d
.
W
h
e
n
w
e
r
ea
c
h
t
h
is
m
il
es
t
o
n
e
,
h
e
a
l
t
h
c
a
r
e
p
r
a
c
ti
t
i
o
n
e
r
s
w
i
ll
b
e
a
b
l
e
t
o
t
r
u
s
t
c
l
o
u
d
c
o
m
p
u
t
in
g
t
o
s
e
c
u
r
e
l
y
s
t
o
r
e
a
n
d
h
a
n
d
l
e
p
a
t
i
e
n
ts
'
p
e
r
s
o
n
al
i
n
f
o
r
m
a
t
i
o
n
i
n
a
w
a
y
t
h
at
c
o
m
p
l
i
e
s
w
i
t
h
al
l
a
p
p
l
ic
a
b
l
e
la
ws
a
n
d
e
t
h
i
c
a
l
g
u
i
d
e
li
n
e
s
.
T
o
s
e
c
u
r
e
E
HR
i
n
t
h
e
c
l
o
u
d
,
th
i
s
p
a
p
e
r
e
x
a
m
i
n
es
t
h
e
te
c
h
n
i
ca
l
a
s
p
e
ct
s
o
f
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
a
s
w
e
l
l
a
s
i
ts
p
r
a
ct
i
c
a
l
c
o
n
s
e
q
u
e
n
c
e
s
.
I
t
i
n
c
l
u
d
es
t
e
s
t
i
n
g
c
o
m
p
u
t
i
n
g
e
f
f
i
c
i
e
n
c
y
,
r
e
v
i
e
w
i
n
g
c
u
r
r
e
n
t
e
n
c
r
y
p
t
i
o
n
t
e
c
h
n
o
l
o
g
i
e
s
,
a
n
d
i
n
v
e
s
ti
g
a
t
i
n
g
s
c
a
l
a
b
i
li
t
y
p
r
o
b
l
e
m
s
i
n
h
e
a
l
th
c
a
r
e
i
n
f
o
r
m
atio
n
tech
n
o
lo
g
y
(
IT
)
i
n
f
r
a
s
t
r
u
c
t
u
r
e
.
T
o
p
r
o
v
i
d
e
a
t
h
o
r
o
u
g
h
e
v
a
l
u
a
t
io
n
o
f
t
h
e
p
r
a
c
t
i
c
al
i
t
y
a
n
d
p
o
s
s
ib
l
e
a
d
v
a
n
t
a
g
e
s
o
f
u
s
i
n
g
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
i
n
c
o
n
t
e
m
p
o
r
a
r
y
h
e
a
l
t
h
c
a
r
e
p
r
o
c
e
d
u
r
e
s
,
t
h
e
s
c
o
p
e
li
k
e
w
is
e
in
c
o
r
p
o
r
a
t
e
s
e
v
a
l
u
a
ti
o
n
s
o
f
s
t
ak
e
h
o
l
d
e
r
v
i
e
w
p
o
i
n
ts
a
n
d
r
e
g
u
l
a
t
o
r
y
n
e
c
e
s
s
it
i
es
.
Sec
t
i
o
n
2
p
r
o
v
i
d
e
s
a
n
o
v
e
r
v
i
e
w
o
f
t
h
e
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
io
n
a
l
g
o
r
i
t
h
m
,
w
h
i
le
s
e
c
ti
o
n
3
d
e
l
v
e
s
i
n
t
o
i
ts
r
e
l
e
v
an
c
e
t
o
E
H
R
s
t
o
r
e
d
i
n
t
h
e
c
l
o
u
d
.
T
h
e
o
u
t
c
o
m
e
s
o
f
t
h
e
c
l
o
u
d
b
a
s
e
d
E
HR
s
y
s
t
e
m
a
r
e
d
e
s
c
r
i
b
e
d
i
n
s
e
c
ti
o
n
4
.
C
o
n
c
l
u
s
i
o
n
i
s
t
h
e
l
a
s
t
p
a
r
t
o
f
s
ec
t
i
o
n
5
.
2.
L
I
T
E
R
AT
U
RE
SU
RVE
Y
A
cr
y
p
to
g
r
a
p
h
ic
m
eth
o
d
ca
lle
d
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
en
ab
les
ca
lcu
latio
n
s
o
n
en
cr
y
p
te
d
m
ater
ial
with
o
u
t
d
ec
r
y
p
tin
g
it.
T
h
u
s
,
it
allo
ws
en
cr
y
p
ted
d
ata
ca
lc
u
latio
n
s
wh
ile
en
s
u
r
in
g
p
r
iv
ac
y
an
d
s
ec
r
ec
y
.
T
h
e
r
e
ar
e
m
an
y
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
alg
o
r
ith
m
s
,
ea
ch
with
its
o
wn
q
u
alities
an
d
u
s
es
[
1
]
.
I
n
clo
u
d
co
m
p
u
tin
g
,
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
tech
n
iq
u
es
h
av
e
lim
itatio
n
s
d
esp
ite
th
eir
p
r
o
m
is
e.
A
g
o
o
d
m
ess
ag
e
attac
k
is
u
s
ed
ag
ain
s
t
all
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
m
et
h
o
d
s
.
Ma
licio
u
s
c
lo
u
d
s
m
ay
s
teal
co
m
m
u
n
icati
o
n
s
b
y
m
o
n
ito
r
in
g
u
s
er
r
esp
o
n
s
es
d
u
r
in
g
th
is
attac
k
.
T
h
is
tech
n
iq
u
e
ca
n
r
ec
o
v
er
th
e
m
ess
ag
e
f
r
o
m
a
m
ali
cio
u
s
clo
u
d
u
s
in
g
a
h
o
m
o
m
o
r
p
h
ic
s
y
s
tem
th
at
ex
p
lain
s
r
eliab
ilit
y
u
n
d
er
o
u
ts
o
u
r
ce
d
co
m
p
u
tin
g
s
itu
atio
n
s
[
2
]
.
Aca
d
em
ics
an
d
b
u
s
in
ess
p
eo
p
le
wo
r
r
y
a
b
o
u
t
u
n
eth
ical
d
ata
u
s
e
h
a
r
m
in
g
co
n
s
u
m
er
s
.
Mu
ltip
le
-
m
ac
h
in
e
lear
n
in
g
p
r
o
v
id
es
en
cr
y
p
ted
h
o
m
o
m
o
r
p
h
ic
c
o
m
m
u
n
icatio
n
a
n
d
s
ec
u
r
e
m
u
ltip
ar
ty
co
m
p
u
tin
g
[
3
]
.
Ho
m
o
m
o
r
p
h
ic
f
ile
e
n
cr
y
p
tio
n
allo
ws
co
m
p
licated
c
o
m
p
u
tatio
n
s
o
n
en
cr
y
p
ted
d
ata
with
o
u
t
s
ac
r
if
icin
g
s
ec
u
r
ity
[
4
]
.
C
lo
u
d
co
m
p
u
tin
g
r
e
q
u
ir
es
h
o
m
o
m
o
r
p
h
ic
s
ec
u
r
ity
to
s
to
r
e
en
c
r
y
p
ted
d
ata
in
p
u
b
lic
clo
u
d
s
an
d
c
o
m
p
u
te
o
n
c
o
n
c
en
tr
atin
g
s
o
lar
p
o
wer
(
C
SP
)
clo
u
d
i
n
f
r
astru
ctu
r
e
with
o
u
t
wo
r
r
y
in
g
ab
o
u
t
d
ata
s
ec
u
r
ity
o
r
p
r
iv
ac
y
[
5
]
.
A
cr
y
p
to
g
r
ap
h
ic
m
ar
v
el,
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
ca
lcu
lates
en
co
d
ed
d
ata
with
o
u
t
in
ter
p
r
etin
g
.
T
h
is
s
tu
d
y
in
v
esti
g
ates
th
e
u
n
u
s
u
al
in
ter
ac
tio
n
b
etwe
en
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
an
d
a
r
tific
ial
in
tellig
en
ce
(
AI
)
in
th
e
clo
u
d
,
f
o
c
u
s
in
g
o
n
e
x
ec
u
tio
n
ef
f
icien
cy
,
p
o
s
t
-
d
ef
ec
t
m
itig
atio
n
,
an
d
d
e
p
en
d
a
b
le
co
o
r
d
in
atio
n
in
to
ce
r
tifia
b
le
ap
p
licatio
n
s
ac
r
o
s
s
g
r
o
u
p
ed
ar
ea
s
[
6
]
.
T
h
e
m
o
s
t
wid
ely
u
s
ed
cr
y
p
to
g
r
ap
h
ic
m
eth
o
d
is
h
o
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
(
HE
)
,
wh
ich
h
as
g
r
ea
t
p
r
o
m
is
e
in
m
ac
h
in
e
lear
n
in
g
(
ML
)
a
p
p
licatio
n
s
.
T
h
e
s
er
v
er
u
s
es
th
e
h
o
m
o
m
o
r
p
h
ically
en
c
r
y
p
ted
s
y
m
m
etr
i
c
k
ey
to
co
n
v
er
t
th
e
s
y
m
m
etr
ic
cip
h
er
tex
t
t
o
a
h
o
m
o
m
o
r
p
h
ic
o
n
e
af
ter
r
ec
ei
v
in
g
b
o
t
h
.
Du
e
to
s
y
m
m
etr
ic
en
cr
y
p
tio
n
,
h
y
p
o
to
n
ic
-
h
y
p
o
r
esp
o
n
s
iv
e
e
p
is
o
d
e
(
HHE
)
y
ield
s
f
ar
s
m
aller
ci
p
h
er
tex
ts
th
an
HE
m
eth
o
d
s
[
7
]
.
An
s
o
p
h
is
ticated
d
ata
f
ab
r
ic
ar
ch
itectu
r
e
em
p
lo
y
in
g
p
ar
tial
h
o
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
(
PHE)
to
s
to
r
e,
co
llab
o
r
ate,
an
d
f
u
s
e
h
ea
lth
ca
r
e
d
ata
with
o
u
t
d
is
clo
s
in
g
its
co
n
ten
t is su
g
g
e
s
ted
[
8
]
.
T
o
s
af
eg
u
ar
d
g
e
n
o
m
ic
d
ata,
q
u
er
y
p
r
iv
ac
y
,
an
d
o
u
tp
u
t
f
r
o
m
u
n
au
th
o
r
ized
ac
ce
s
s
,
u
s
e
AE
S
an
d
th
r
ee
p
ar
tial
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
ti
o
n
tech
n
i
q
u
es.
T
h
e
q
u
er
y
co
u
n
tin
g
o
p
er
atio
n
u
s
es
th
e
h
o
m
o
m
o
r
p
h
ic
o
p
er
atio
n
s
o
f
th
e
P
aillier
,
R
iv
est,
S
h
am
ir
,
an
d
A
d
lem
an
(
R
SA)
an
d
E
l
Gam
al
alg
o
r
ith
m
s
to
co
m
p
ar
e
q
u
er
ied
an
d
s
to
r
ed
en
cr
y
p
ted
s
in
g
le
n
u
cleo
tid
e
p
o
ly
m
o
r
p
h
is
m
(
SNP
)
v
alu
es
with
o
u
t
r
ev
ea
lin
g
t
h
eir
v
alu
es
[
9
]
.
E
HR
clo
u
d
s
y
s
tem
b
o
o
s
ts
r
eso
u
r
ce
s
h
ar
in
g
p
r
o
d
u
ctiv
ity
,
s
u
p
p
o
r
tin
g
h
e
alth
ca
r
e
wo
r
k
er
s
.
E
HR
clo
u
d
s
y
s
tem
s
p
r
o
v
id
e
a
m
o
r
e
co
m
p
lete
m
ed
ical
h
is
to
r
y
,
allo
win
g
m
e
d
ical
team
s
to
m
ak
e
q
u
ic
k
er
d
iag
n
o
s
is
[
1
0
]
.
T
h
is
p
ap
er
p
r
o
p
o
s
es
f
u
lly
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
(
FHE)
an
d
s
ec
u
r
e
h
ash
alg
o
r
ith
m
-
3
(
SHA
-
3
)
to
o
v
er
c
o
m
e
th
ese
co
n
s
tr
ain
ts
.
C
o
m
b
in
in
g
th
ese
a
b
ilit
ies
cr
ea
tes
a
h
y
b
r
id
s
tr
ateg
y
.
T
h
is
s
tr
ateg
y
lay
er
s
n
u
m
er
o
u
s
en
cr
y
p
tio
n
m
eth
o
d
s
to
g
u
ar
d
ag
ai
n
s
t
cy
b
er
attac
k
s
[
1
1
]
.
Mo
d
e
r
n
n
o
n
-
ab
elia
n
r
in
g
h
o
m
o
m
o
r
p
h
ic
en
co
d
in
g
an
d
cip
h
e
r
tex
t
h
o
m
o
m
o
r
p
h
is
m
p
r
o
ce
d
u
r
es.
U
s
in
g
th
e
c
o
n
j
u
g
ac
y
s
ea
r
ch
p
r
o
b
lem
,
th
e
tech
n
iq
u
e
p
r
o
v
id
es d
ir
ec
tio
n
al
s
ec
u
r
ity
.
S
o
m
e
p
r
o
p
o
s
e
d
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
s
o
v
e
r
a
m
a
t
r
i
x
-
r
i
n
g
.
T
h
e
s
t
u
d
y
s
h
o
w
s
t
h
a
t
o
u
r
e
n
c
r
y
p
t
i
o
n
/
d
e
c
r
y
p
t
i
o
n
a
n
d
h
o
m
o
m
o
r
p
h
i
c
s
y
s
t
e
m
s
w
o
r
k
[
1
2
]
.
T
h
e
s
t
u
d
y
e
m
p
h
a
s
i
z
es
a
t
t
r
i
b
u
t
e
-
b
a
s
e
d
en
cr
y
p
tio
n
,
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
,
an
d
m
u
lti
-
p
a
r
ty
c
o
m
p
u
tin
g
f
o
r
clo
u
d
d
ata
s
ec
u
r
ity
.
T
h
is
co
n
clu
s
io
n
co
m
es
f
r
o
m
ev
alu
atin
g
th
e
r
ef
er
en
ce
s
.
B
lo
ck
ch
ain
tec
h
n
o
lo
g
y
en
s
u
r
es
clo
u
d
tr
a
n
s
ac
tio
n
p
r
iv
ac
y
an
d
ac
c
o
u
n
tab
ilit
y
in
th
e
Au
th
Priv
ac
y
C
h
ain
ar
ch
itectu
r
e
[
1
3
]
.
HE
is
a
u
s
ef
u
l
m
eth
o
d
f
o
r
ad
d
r
ess
in
g
s
ec
u
r
ity
an
d
p
r
iv
ac
y
is
s
u
es
an
d
it
p
r
o
tects
d
ata
d
u
r
i
n
g
tr
a
n
s
f
er
an
d
p
r
o
ce
s
s
in
g
a
n
d
e
n
s
u
r
es
t
h
at
d
ec
r
y
p
ted
o
u
tc
o
m
es
m
atc
h
th
o
s
e
o
f
p
lain
tex
t
[
1
4
]
.
Prin
cip
al
g
o
al
is
to
m
ak
e
k
ey
u
s
e
in
v
is
ib
le
to
p
r
o
g
r
a
m
m
ed
u
s
ag
e.
E
f
f
icien
c
y
is
ac
h
iev
ed
b
y
c
o
n
tex
t
-
awa
r
e
ac
ce
s
s
r
estrictio
n
s
an
d
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
.
I
m
p
lem
en
tin
g
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
a
n
d
co
n
tex
t
-
awa
r
e
ac
ce
s
s
r
estrict
io
n
s
is
e
f
f
icien
t.
T
h
is
lay
er
u
s
es
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
to
p
r
o
te
ct
clo
u
d
d
ata
[
1
5
]
.
Ho
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
m
a
y
s
o
lv
e
t
h
e
d
ilem
m
a
o
f
p
r
o
te
ctin
g
g
en
etic
m
ater
ial
wh
ile
p
er
m
itti
n
g
ess
en
tial
ca
lcu
latio
n
s
.
T
h
is
en
cr
y
p
tio
n
lets
th
ir
d
p
ar
ties
co
m
p
u
te
en
cr
y
p
ted
d
ata.
Par
tially
h
o
m
o
m
o
r
p
h
ic,
s
o
m
ewh
at
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
0
8
8
-
8
7
0
8
I
n
t J E
lec
&
C
o
m
p
E
n
g
,
Vo
l.
15
,
No
.
1
,
Feb
r
u
ar
y
20
25
:
1
152
-
1
1
6
1
1154
h
o
m
o
m
o
r
p
h
ic,
lev
elled
en
tir
ely
h
o
m
o
m
o
r
p
h
ic,
an
d
FHE
en
cr
y
p
tio
n
g
iv
e
d
if
f
er
e
n
t
p
r
o
ce
s
s
in
g
lev
els
o
n
en
cr
y
p
ted
d
ata
[
1
6
]
.
T
h
is
r
esear
ch
p
r
o
p
o
s
al
in
ten
d
s
to
cr
ea
te
n
o
v
el
alg
o
r
ith
m
s
an
d
b
lo
ck
ch
ain
-
b
ased
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
m
eth
o
d
s
to
s
p
ee
d
u
p
an
d
s
ec
u
r
e
h
ea
lth
r
ec
o
r
d
d
ata
ac
ce
s
s
.
Few
p
eo
p
le
ar
e
q
u
alif
ied
to
h
a
n
d
le
m
ed
ical
r
ec
o
r
d
s
r
esp
o
n
s
ib
ly
.
E
x
ce
p
t
wh
en
p
atien
ts
ch
o
o
s
e
to
co
m
m
u
n
icate
o
r
ex
am
in
e
th
eir
o
wn
m
ed
ical
in
f
o
r
m
atio
n
,
m
e
d
ical
d
ata
s
en
t
o
u
ts
id
e
a
m
e
d
ical
f
ac
ilit
y
is
u
s
u
ally
p
r
o
h
ib
ited
[
1
7
]
.
C
r
y
p
to
g
r
ap
h
ic
ap
p
r
o
ac
h
es
lik
e
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
an
d
s
af
e
m
u
ltip
ar
ty
co
m
p
u
tin
g
p
r
eser
v
e
p
r
iv
ac
y
.
T
h
ese
ap
p
r
o
ac
h
es
en
ab
le
ca
lcu
latio
n
s
o
n
en
cr
y
p
ted
d
at
a
with
o
u
t
d
is
clo
s
in
g
r
aw
m
ed
ical
in
f
o
r
m
atio
n
,
p
r
o
tectin
g
p
atien
t
p
r
iv
ac
y
wh
ile
g
iv
in
g
ac
cu
r
ate
f
o
r
ec
asts
an
d
d
iag
n
o
s
es
[
1
8
]
.
M
o
d
er
n
FHE
lib
r
ar
ies
an
d
en
cr
y
p
ted
co
m
p
u
tin
g
m
eth
o
d
s
h
av
e
s
p
ed
h
o
m
o
m
o
r
p
h
ic
alg
o
r
ith
m
ev
alu
atio
n
b
y
m
an
y
o
r
d
er
s
o
f
m
ag
n
itu
d
e.
L
ig
h
t
h
a
r
v
esti
n
g
e
f
f
icien
cy
(
L
HE
)
i
s
an
ef
f
icien
t
alter
n
ativ
e
to
FHE
an
d
ca
n
r
ea
ch
q
u
ick
e
r
r
ates
f
o
r
ce
r
tain
ap
p
licatio
n
s
[
1
9
]
.
SE
f
u
n
ctio
n
s
wer
e
s
u
p
p
o
r
ted
b
y
h
o
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
r
ec
en
tly
.
FHE
an
d
PHE
ar
e
u
s
ed
b
ec
au
s
e
th
ey
m
ay
s
tr
aig
h
t
ly
ac
tiv
ate
o
n
en
cr
y
p
ted
d
ata
with
o
u
t
d
ec
r
y
p
tio
n
[
2
0
]
.
T
h
e
f
r
am
ewo
r
k
p
r
o
tects
u
s
er
b
eh
av
io
r
u
s
in
g
k
ey
m
atr
ix
en
cr
y
p
tio
n
a
n
d
s
er
v
ice
co
n
ten
t
wi
th
f
u
lly
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
[
2
1
]
.
T
h
is
liter
atu
r
e
r
ev
iew
co
v
er
s
B
ig
Data
s
ec
u
r
ity
tr
en
d
s
an
d
r
esear
ch
.
A
r
ev
o
lu
tio
n
a
r
y
tec
h
n
iq
u
e
,
h
o
m
o
m
o
r
p
h
ic
-
b
ased
s
ec
u
r
ity
,
p
e
r
m
its
d
ir
ec
t
co
m
p
u
tatio
n
o
n
en
cr
y
p
ted
d
ata
with
o
u
t
d
ec
r
y
p
tio
n
,
en
s
u
r
in
g
p
r
iv
ac
y
with
o
u
t
co
m
p
r
o
m
is
in
g
f
u
n
cti
o
n
ality
.
T
h
e
ad
v
e
n
t
o
f
Ho
m
o
m
o
r
p
h
ic
E
n
cr
y
p
tio
n
allo
ws
ca
lcu
latio
n
s
o
n
en
cr
y
p
t
ed
m
ater
ial
with
o
u
t
d
ec
r
y
p
tio
n
[
2
2
]
.
C
r
y
p
to
g
r
ap
h
y
,
an
o
n
y
m
izatio
n
,
d
if
f
er
e
n
tial
p
r
iv
ac
y
,
an
d
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
a
r
e
ex
am
i
n
ed
f
o
r
t
h
eir
m
er
its
,
wea
k
n
ess
es,
an
d
tr
ad
e
-
o
f
f
s
.
C
r
y
p
to
g
r
ap
h
y
,
an
o
n
y
m
izatio
n
,
d
if
f
er
e
n
tial
p
r
iv
ac
y
,
a
n
d
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
ar
e
co
m
p
ar
ed
t
o
s
h
o
w
t
h
e
d
y
n
am
ic
n
atu
r
e
o
f
d
ata
p
r
i
v
ac
y
s
o
lu
tio
n
s
[
2
3
]
.
An
aly
s
is
o
f
e
n
cr
y
p
ted
d
ata
s
ets is
p
o
s
s
ib
le
u
s
in
g
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
.
Dis
tr
ib
u
ted
clo
u
d
s
y
s
tem
s
n
ee
d
k
ey
m
an
ag
e
m
en
t,
in
clu
d
in
g
r
u
les,
a
u
d
its
,
an
d
s
ca
lab
le
k
e
y
g
en
er
atio
n
.
Dis
tr
ib
u
ted
s
y
s
tem
s
o
n
clo
u
d
p
latf
o
r
m
s
p
r
o
v
id
e
s
ca
lab
ilit
y
,
av
ailab
ilit
y
,
p
er
f
o
r
m
an
ce
,
ab
s
tr
ac
tio
n
,
u
tili
za
tio
n
,
au
to
m
atio
n
,
m
u
lti
-
ten
an
cy
,
a
n
d
in
n
o
v
atio
n
.
T
h
is
allo
ws
clo
u
d
p
latf
o
r
m
s
to
s
p
r
ea
d
h
o
r
izo
n
tally
,
ac
h
iev
e
web
-
s
ca
le,
an
d
u
s
e
c
o
m
m
o
d
ity
h
ar
d
war
e
[
2
4
]
.
E
x
am
in
in
g
h
o
w
o
f
f
-
ch
ain
s
to
r
a
g
e
an
d
HE
g
u
ar
an
tee
u
s
er
p
r
iv
ac
y
an
d
id
en
tity
v
er
if
icatio
n
.
T
r
a
n
s
f
o
r
m
ativ
e
h
o
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
allo
ws
ca
lcu
latio
n
s
o
n
en
cr
y
p
ted
d
ata
with
o
u
t
d
ec
r
y
p
tio
n
[
2
5
]
,
[
2
6
]
.
3.
M
E
T
H
O
D
3
.
1
.
Alg
o
rit
hm
s
f
o
r
ho
m
o
m
o
rphic e
ncry
ptio
n
r
ev
a
m
pin
g
p
riv
a
cy
a
nd
c
o
lla
bo
ra
t
io
n
Pro
tectin
g
s
en
s
itiv
e
E
HR
d
ata
h
as
n
ev
er
b
ee
n
m
o
r
e
im
p
o
r
ta
n
t
in
d
ig
ital
h
ea
lth
.
T
h
is
ar
ticl
e
d
is
cu
s
s
es
h
o
w
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
alg
o
r
ith
m
s
en
h
an
ce
c
o
n
f
id
en
tiality
an
d
co
o
p
er
atio
n
in
s
ec
u
r
e
clo
u
d
-
b
ase
d
m
en
tal
h
ea
lth
E
HR
[
2
6
]
.
T
h
ese
alg
o
r
ith
m
s
p
r
o
tect
p
ati
en
t
d
ata
b
y
co
m
p
u
tin
g
en
cr
y
p
ted
d
ata
with
o
u
t
d
ec
r
y
p
tio
n
u
s
in
g
p
o
wer
f
u
l
c
r
y
p
to
g
r
ap
h
y
m
eth
o
d
s
.
T
h
e
a
lg
o
r
ith
m
s
p
r
o
tect
h
ea
lth
ca
r
e
s
tak
eh
o
ld
er
s
'
d
ata
ag
ain
s
t
u
n
au
t
h
o
r
ized
ac
ce
s
s
,
e
n
ab
lin
g
c
o
o
p
e
r
atio
n
an
d
s
ec
r
e
cy
.
A
p
o
wer
f
u
l
tech
n
o
lo
g
y
all
o
ws
m
en
tal
h
ea
lth
p
r
ac
titi
o
n
er
s
to
ef
f
o
r
tles
s
ly
s
h
ar
e
v
ital
in
f
o
r
m
atio
n
,
im
p
r
o
v
in
g
p
atien
t
tr
ea
tm
en
t.
T
h
is
s
tu
d
y
s
h
o
ws
h
o
w
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
alg
o
r
ith
m
s
m
ig
h
t
s
h
ap
e
a
f
u
tu
r
e
wh
er
e
tech
n
o
lo
g
y
ad
v
an
ce
s
s
m
o
o
th
ly
m
ee
t
th
e
eth
ical
r
eq
u
ir
em
en
t
o
f
p
r
o
tectin
g
s
en
s
itiv
e
h
ea
lth
in
f
o
r
m
atio
n
.
Ma
in
tain
in
g
p
atien
t
p
r
iv
ac
y
en
tails
co
n
tr
o
llin
g
ac
ce
s
s
,
p
r
ev
en
tin
g
u
n
a
u
th
o
r
iz
ed
ac
ce
s
s
,
an
d
d
eletin
g
o
r
d
estro
y
in
g
e
x
is
tin
g
d
ata.
I
n
Fig
u
r
e
1
,
th
e
h
ier
ar
ch
ical
s
tr
u
ctu
r
e
o
f
s
ec
u
r
ity
m
ea
s
u
r
es
in
E
HR
is
s
h
o
wn
.
Fig
u
r
e
1
.
C
y
b
e
r
-
p
h
y
s
ical
E
HR
s
ec
u
r
ity
an
d
p
r
iv
ac
y
h
ier
ar
c
h
y
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
-
8
7
0
8
S
ec
u
r
ed
a
n
d
clo
u
d
-
b
a
s
ed
elec
tr
o
n
ic
h
ea
lth
r
ec
o
r
d
s
b
y
h
o
mo
mo
r
p
h
ic
en
cryp
tio
n
a
l
g
o
r
ith
m
(
B
a
la
A
n
n
a
p
u
r
n
a
)
1155
3.
2
.
H
o
mo
mo
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
a
lg
o
r
i
t
h
ms
in
s
ec
u
r
e
c
l
o
ud
-
b
a
s
e
d
m
e
n
t
a
l
h
e
a
l
t
h
e
l
e
c
t
r
o
n
i
c
he
a
l
t
h
r
e
c
o
rd
s
p
r
o
mo
t
e
c
o
n
f
i
d
en
t
i
a
li
t
y
a
n
d
c
o
l
l
a
b
o
r
a
t
i
o
n
Fo
r
clo
u
d
-
b
ased
m
en
tal
h
ea
lth
E
HR
s
ec
u
r
ity
,
HE
is
lead
in
g
.
Dig
itizin
g
m
en
tal
h
ea
lth
d
ata
h
as
m
ad
e
p
atien
t
p
r
iv
ac
y
an
d
h
ea
lth
ca
r
e
p
r
o
v
i
d
er
co
llab
o
r
atio
n
in
c
r
e
asin
g
ly
v
ital.
T
h
is
ex
p
lo
r
es
h
o
w
HE
alg
o
r
ith
m
s
m
ay
en
s
u
r
e
clo
u
d
-
b
ased
E
H
R
co
n
f
id
en
tiality
an
d
co
o
p
er
atio
n
.
I
n
n
o
v
ativ
e
way
s
f
o
r
m
an
ag
in
g
co
n
f
i
d
en
tial
m
en
tal
h
ea
lth
d
ata
in
clu
d
e
H
E
alg
o
r
ith
m
s
th
at
ca
lcu
late
e
n
cr
y
p
ted
d
ata
with
o
u
t
d
ec
r
y
p
tin
g
it
[
2
7
]
.
B
ey
o
n
d
en
cr
y
p
tio
n
,
HE
alg
o
r
ith
m
s
p
r
o
v
id
e
d
ata
p
r
iv
ac
y
,
in
teg
r
ity
,
an
d
h
ea
lth
ca
r
e
s
tak
eh
o
ld
e
r
co
llab
o
r
atio
n
.
T
h
is
s
tu
d
y
o
f
ch
allen
g
es,
ap
p
licat
io
n
s
,
an
d
ad
v
an
tag
es
s
h
o
ws
HE
alg
o
r
ith
m
s
'
p
o
ten
tial
to
im
p
r
o
v
e
s
af
e
a
n
d
co
llab
o
r
ativ
e
m
en
tal
h
ea
lth
i
n
f
o
r
m
atio
n
m
an
ag
em
e
n
t.
Fig
u
r
e
2
illu
s
tr
ates
a
s
tep
-
by
-
s
te
p
p
r
o
ce
d
u
r
e
o
f
th
e
p
r
o
p
o
s
ed
s
y
s
tem
,
wh
ich
in
cl
u
d
es
en
titi
es
s
u
ch
as
p
atien
ts
,
d
o
cto
r
s
,
an
d
b
lo
c
k
ch
ain
.
I
o
T
d
ev
ices
ca
p
tu
r
e
p
atien
t h
ea
lth
ca
r
e
d
ata
an
d
d
el
iv
er
it to
ed
g
e
d
ev
ices f
o
r
im
m
ed
iate
p
r
o
ce
s
s
in
g
[
2
8
]
.
Fig
u
r
e
2
.
Secu
r
i
n
g
p
r
o
ce
s
s
o
f
h
ea
lth
r
ec
o
r
d
s
in
th
e
c
y
b
er
-
p
h
y
s
ical
b
lo
ck
ch
ain
e
n
v
ir
o
n
m
en
t
3
.
3
.
P
ro
t
ec
t
ing
c
o
nfident
ia
lity
a
nd
p
ro
m
o
t
ing
c
o
lla
bo
r
a
t
io
n
in
s
ec
ure
c
lo
ud
-
b
a
s
e
d
m
ent
a
l
h
ea
lt
h
elec
t
ro
nic hea
lt
h r
ec
o
rds
wit
h
h
o
m
o
mo
rphic
e
ncry
ptio
n
a
lg
o
rit
hm
s
Secu
r
e
an
d
co
llab
o
r
ativ
e
m
e
n
tal
h
ea
lth
E
HR
ar
e
ess
en
ti
al
in
th
e
q
u
ick
ly
ch
an
g
in
g
h
ea
lth
ca
r
e
tech
n
o
lo
g
y
ec
o
s
y
s
tem
.
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
alg
o
r
ith
m
s
m
ay
r
e
v
o
lu
tio
n
ize
clo
u
d
-
b
ased
E
HR
s
y
s
tem
s
'
co
n
f
id
en
tiality
a
n
d
c
o
llab
o
r
ati
o
n
f
r
a
m
ewo
r
k
s
[
2
9
]
.
T
h
is
wil
l
illu
m
in
ate
th
ese
alg
o
r
ith
m
s
'
p
r
o
s
an
d
co
n
s
f
o
r
p
r
o
tectin
g
s
en
s
itiv
e
m
e
n
tal
h
ea
lth
d
ata
b
y
ex
a
m
in
in
g
th
eir
co
m
p
lex
o
p
er
atio
n
s
.
T
h
r
o
u
g
h
a
d
etailed
ex
am
in
atio
n
,
th
e
p
ap
er
h
ig
h
li
g
h
ts
h
o
w
HE
tech
n
iq
u
es
b
al
an
ce
d
ata
p
r
iv
ac
y
with
h
ea
lth
ca
r
e
s
tak
eh
o
ld
er
s
'
d
esire
f
o
r
s
m
o
o
th
c
o
m
m
u
n
icatio
n
.
T
h
ese
alg
o
r
ith
m
s
'
ab
ilit
y
to
m
ain
tain
s
ec
r
ec
y
an
d
en
c
o
u
r
ag
e
co
llab
o
r
atio
n
m
ak
es
th
em
a
p
r
o
m
is
in
g
s
o
lu
tio
n
f
o
r
s
ec
u
r
e
clo
u
d
-
b
ased
m
en
tal
h
ea
lth
E
HR
.
E
ar
ly
h
ea
lt
h
s
tatu
s
p
r
ed
ictio
n
h
as
g
ar
n
er
ed
ac
ad
e
m
ic
in
ter
est
f
o
r
its
p
o
ten
tial
to
en
h
an
ce
p
atien
t
ca
r
e
an
d
s
av
e
h
ea
lth
ca
r
e
ex
p
en
d
itu
r
es
[
3
0
]
.
Fig
u
r
e
3
c
o
m
p
a
r
es
ea
r
ly
h
ea
l
th
p
r
ed
ictio
n
m
eth
o
d
s
.
AI
s
y
s
tem
s
ca
n
f
o
r
ec
ast
p
atien
t
h
e
alth
u
s
in
g
d
i
f
f
er
en
t
d
ata
s
o
u
r
ce
s
.
Fig
u
r
e
3
.
Pre
d
ictin
g
h
ea
lth
ea
r
ly
3
.
4
.
H
o
m
o
m
o
rphic e
ncry
ptio
n a
l
g
o
rit
hm
s
f
o
r
c
o
nfident
ia
l c
lo
ud
-
ba
s
ed
m
ent
a
l hea
lt
h
elec
t
ro
nic hea
lt
h
re
co
rds
FHE
u
s
h
er
s
in
a
n
ew
ag
e
o
f
s
ec
r
ec
y
an
d
c
o
o
p
e
r
atio
n
i
n
s
ec
u
r
e
clo
u
d
-
b
ased
E
HR
.
T
h
e
latest
cr
y
p
to
g
r
ap
h
ic
m
et
h
o
d
allo
ws
ca
lcu
latio
n
s
o
n
en
cr
y
p
ted
d
ata
with
o
u
t
d
ec
r
y
p
tio
n
,
ass
u
r
in
g
m
ax
im
u
m
p
r
iv
ac
y
in
s
en
s
itiv
e
f
ield
s
lik
e
m
en
tal
h
ea
lth
.
FHE
r
ed
u
ce
s
u
n
au
t
h
o
r
ized
ac
ce
s
s
co
n
ce
r
n
s
b
y
en
ab
l
in
g
ca
lcu
latio
n
s
o
n
en
cr
y
p
ted
h
ea
lth
d
ata,
m
ak
in
g
it
a
p
o
wer
f
u
l
clo
u
d
E
HR
o
p
tio
n
[
3
1
]
.
Ho
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
alg
o
r
ith
m
s
ar
e
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
0
8
8
-
8
7
0
8
I
n
t J E
lec
&
C
o
m
p
E
n
g
,
Vo
l.
15
,
No
.
1
,
Feb
r
u
ar
y
20
25
:
1
152
-
1
1
6
1
1156
cr
u
cial
to
clo
u
d
-
b
ased
m
e
n
tal
h
ea
lth
r
ec
o
r
d
s
ec
u
r
ity
.
Hea
lt
h
ca
r
e
ec
o
s
y
s
tem
s
tak
eh
o
ld
er
s
m
u
s
t
g
r
asp
FHE
as
n
ee
d
f
o
r
s
af
e
h
ea
lth
ca
r
e
d
ata
m
an
ag
em
en
t
r
is
es.
T
h
is
ar
ticle
ex
p
lain
s
FHE
an
d
h
o
w
it
m
ig
h
t
ch
an
g
e
s
ec
u
r
e
clo
u
d
-
b
ased
E
HR
s
an
d
im
p
r
o
v
e
m
en
tal
h
ea
lth
r
esear
ch
a
n
d
tr
ea
tm
en
t
co
llab
o
r
atio
n
.
Ho
s
p
itals
k
ee
p
p
atien
t
h
ea
lth
d
ata
elec
tr
o
n
ically
as
E
HR
s
.
E
H
R
s
o
f
ten
in
clu
d
e
X
-
R
ay
s
,
MRIs,
E
C
Gs,
C
T
s
ca
n
s
,
p
atien
t
d
ata,
id
en
tity
,
an
d
p
ay
m
en
t
in
f
o
r
m
atio
n
.
E
HR
s
ar
e
s
av
ed
f
o
r
s
m
ar
t
city
liv
in
g
.
Fig
u
r
e
4
s
h
o
w
s
s
en
s
it
iv
e
an
d
n
o
n
-
s
en
s
itiv
e
E
HR
s
d
ep
en
d
in
g
o
n
f
ea
tu
r
es.
Fig
u
r
e
4
.
T
y
p
es o
f
E
HR
3
.
5
.
E
na
bli
ng
clo
ud
-
ba
s
ed
m
ent
a
l hea
lt
h
E
H
R
s
wit
h
pa
rt
ia
lly
ho
m
o
m
o
rphic e
ncry
ptio
n
PHE
is
ess
en
tial
f
o
r
s
ec
u
r
e
clo
u
d
-
b
ased
m
e
n
tal
h
ea
lth
E
HR
s
,
p
r
o
m
o
tin
g
co
n
f
id
e
n
tiality
an
d
co
o
p
er
atio
n
.
T
h
is
en
cr
y
p
tio
n
p
ar
ad
ig
m
allo
ws
p
r
o
ce
s
s
in
g
o
n
en
cr
y
p
ted
d
ata
with
o
u
t
d
is
clo
s
in
g
s
en
s
itiv
e
in
f
o
r
m
atio
n
.
Sh
ar
in
g
an
d
p
r
o
c
ess
in
g
m
en
tal
h
ea
lth
in
f
o
r
m
ati
o
n
is
co
m
p
licated
,
th
u
s
PHE
p
r
o
tects
d
ata
in
th
e
clo
u
d
.
A
co
m
p
r
eh
e
n
s
iv
e
s
y
s
tem
th
at
p
r
o
tects
p
atien
t
d
ata
an
d
p
r
o
m
o
tes
co
llab
o
r
ativ
e
tr
ea
tm
en
t
r
elies
o
n
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
m
et
h
o
d
s
.
T
h
is
r
esear
ch
ex
am
in
es
h
o
w
PHE
en
cr
y
p
tio
n
ap
p
r
o
a
ch
es
im
p
r
o
v
e
d
ata
ac
ce
s
s
ib
ilit
y
an
d
co
n
f
id
en
tiality
in
m
en
tal
h
ea
lth
E
HR
s
.
I
n
co
r
p
o
r
atin
g
PHE
in
to
s
ec
u
r
e
clo
u
d
-
b
ased
E
HR
s
m
ig
h
t
im
p
r
o
v
e
m
e
n
tal
h
ea
lth
t
r
ea
tm
en
t
in
th
e
d
ig
ital
er
a,
ac
c
o
r
d
in
g
to
a
d
etailed
r
ev
iew.
T
o
s
af
eg
u
a
r
d
m
en
tal
h
ea
lth
E
HR
s
,
o
u
r
s
y
s
tem
allo
ws
co
m
p
u
tatio
n
s
o
n
en
cr
y
p
te
d
d
ata
u
s
in
g
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
tech
n
i
q
u
es
is
s
h
o
wn
in
T
ab
le
1
.
FHE
s
u
p
p
o
r
ts
wid
e
o
p
e
r
atio
n
s
,
PHE
b
alan
ce
s
ef
f
icien
cy
,
s
ig
n
atu
r
e
s
ch
em
es
s
af
eg
u
ar
d
d
ata,
an
d
h
o
m
o
m
o
r
p
h
ic
h
ash
f
u
n
ctio
n
s
au
th
en
ticate
d
ata.
C
r
y
p
to
g
r
ap
h
y
p
r
o
tects
m
en
tal
h
ea
lth
d
ata
in
clo
u
d
-
b
ased
E
HR
s
b
y
p
r
o
m
o
tin
g
c
o
llab
o
r
atio
n
a
n
d
co
n
f
id
e
n
tiality
.
T
ab
le
1
.
B
u
ild
in
g
a
f
r
am
ew
o
r
k
o
f
c
o
n
f
id
e
n
tiality
an
d
c
o
llab
o
r
atio
n
in
s
ec
u
r
e
clo
u
d
-
b
ased
E
HR
s
f
o
r
m
e
n
tal
h
ea
lth
R
o
l
e
B
e
n
e
f
i
t
s
F
u
n
c
t
i
o
n
s
F
u
l
l
y
h
o
m
o
mo
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
En
a
b
l
e
s
c
o
m
p
u
t
a
t
i
o
n
o
n
e
n
c
r
y
p
t
e
d
d
a
t
a
P
e
r
f
o
r
mi
n
g
a
r
b
i
t
r
a
r
y
c
o
mp
u
t
a
t
i
o
n
s
o
n
e
n
c
r
y
p
t
e
d
d
a
t
a
P
a
r
t
i
a
l
l
y
h
o
m
o
mo
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
B
a
l
a
n
c
e
s
se
c
u
r
i
t
y
a
n
d
c
o
m
p
u
t
a
t
i
o
n
a
l
e
f
f
i
c
i
e
n
c
y
S
u
p
p
o
r
t
s s
p
e
c
i
f
i
c
m
a
t
h
e
m
a
t
i
c
a
l
o
p
e
r
a
t
i
o
n
s
o
n
e
n
c
r
y
p
t
e
d
d
a
t
a
H
o
mo
m
o
r
p
h
i
c
s
i
g
n
a
t
u
r
e
s
c
h
e
me
s
P
r
o
v
i
d
e
s
d
a
t
a
i
n
t
e
g
r
i
t
y
a
n
d
a
u
t
h
e
n
t
i
c
i
t
y
p
r
o
t
e
c
t
i
o
n
V
e
r
i
f
y
i
n
g
t
h
e
a
u
t
h
e
n
t
i
c
i
t
y
o
f
h
o
m
o
mo
r
p
h
i
c
a
l
l
y
si
g
n
e
d
d
a
t
a
H
o
mo
m
o
r
p
h
i
c
h
a
sh
f
u
n
c
t
i
o
n
s
En
s
u
r
e
s
d
a
t
a
i
n
t
e
g
r
i
t
y
i
n
a
p
r
i
v
a
c
y
-
p
r
e
ser
v
i
n
g
ma
n
n
e
r
G
e
n
e
r
a
t
i
n
g
h
a
s
h
v
a
l
u
e
s
o
n
e
n
c
r
y
p
t
e
d
d
a
t
a
f
o
r
v
e
r
i
f
i
c
a
t
i
o
n
4.
RE
SU
L
T
S AN
D
D
I
SCU
SS
I
O
N
4
.
1
.
H
o
m
o
m
o
rphic
e
ncry
ptio
n
a
lg
o
rit
hm
s
in
s
ec
ure
c
lo
ud
-
b
a
s
ed
m
ent
a
l
h
ea
lt
h
E
H
Rs
p
ro
m
o
t
e
c
o
nfident
ia
lity
a
nd
c
o
lla
bo
ra
t
io
n
I
n
m
e
n
tal
h
ea
lth
ca
r
e,
s
ea
m
less
tech
n
o
lo
g
ical
in
teg
r
atio
n
h
a
s
r
ev
o
lu
tio
n
is
ed
E
HR
s
with
clo
u
d
-
b
ased
s
o
lu
tio
n
s
.
Ho
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
alg
o
r
ith
m
s
(
HE
As)
m
a
y
ch
a
n
g
e
s
ec
u
r
e
clo
u
d
-
b
ased
m
en
tal
h
ea
lth
E
HR
s
b
y
en
s
u
r
in
g
c
o
n
f
id
e
n
tiality
an
d
f
o
s
ter
in
g
co
o
p
er
atio
n
.
T
h
is
s
tu
d
y
illu
m
in
ates h
o
w
HE
As m
ig
h
t p
r
o
tect
p
atien
t
p
r
iv
ac
y
b
y
d
i
v
in
g
i
n
to
th
eir
c
o
m
p
lex
ities
.
Ad
v
an
ce
d
en
cr
y
p
tio
n
an
d
clo
u
d
tech
n
o
lo
g
ies
s
ec
u
r
e
m
en
tal
h
ea
lth
r
ec
o
r
d
s
an
d
en
ab
le
h
ea
lth
ca
r
e
p
r
o
v
id
er
s
to
co
llab
o
r
ate.
T
h
is
p
ar
ad
ig
m
c
h
an
g
e
p
r
o
v
id
es
u
n
p
r
ec
e
d
en
ted
o
p
p
o
r
tu
n
ity
to
im
p
r
o
v
e
p
atie
n
t
ca
r
e,
r
esear
ch
,
an
d
m
e
n
tal
h
ea
lth
s
u
p
p
o
r
t,
ad
v
an
cin
g
a
m
o
r
e
s
ec
u
r
e
an
d
lin
k
ed
h
ea
lth
ca
r
e
en
v
ir
o
n
m
en
t.
Fig
u
r
e
5
s
h
o
ws
ag
e,
b
lo
o
d
p
r
ess
u
r
e
(
B
P),
g
lu
co
s
e,
a
n
d
h
ea
r
t r
ate
f
o
r
f
i
v
e
in
d
iv
id
u
als.
T
h
e
d
ata
is
ess
en
tial
f
o
r
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
o
f
E
HR
s
.
T
o
p
r
o
tect
p
r
iv
ac
y
an
d
c
o
m
p
ly
with
h
ea
lth
ca
r
e
s
tan
d
ar
d
s
,
clo
u
d
-
b
ased
s
y
s
tem
s
m
u
s
t
s
ec
u
r
ely
s
to
r
e
an
d
h
a
n
d
le
p
atien
t
d
ata.
C
o
m
p
u
tatio
n
s
o
n
en
cr
y
p
ted
d
ata
p
r
o
v
id
e
s
af
e
clo
u
d
-
b
ased
an
a
ly
tics
with
o
u
t
ex
p
o
s
in
g
p
atie
n
t
d
ata
u
s
in
g
h
o
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
.
T
ab
le
2
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
-
8
7
0
8
S
ec
u
r
ed
a
n
d
clo
u
d
-
b
a
s
ed
elec
tr
o
n
ic
h
ea
lth
r
ec
o
r
d
s
b
y
h
o
mo
mo
r
p
h
ic
en
cryp
tio
n
a
l
g
o
r
ith
m
(
B
a
la
A
n
n
a
p
u
r
n
a
)
1157
s
h
o
ws
h
o
w
a
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
f
r
am
ewo
r
k
f
o
r
s
e
cu
r
e
clo
u
d
-
b
ased
m
en
tal
h
ea
lth
E
HR
s
h
an
d
les
co
m
p
u
tatio
n
al
ef
f
icien
cy
an
d
co
m
p
licated
s
y
s
tem
in
teg
r
atio
n
is
s
u
es.
T
h
is
ap
p
r
o
ac
h
p
r
o
tects
m
en
tal
h
ea
lth
p
r
ac
titi
o
n
er
s
'
co
llab
o
r
ativ
e
d
at
a
an
aly
s
is
.
E
n
cr
y
p
ted
d
ata
ca
l
cu
latio
n
s
p
r
o
tect
p
r
iv
ac
y
,
e
n
a
b
le
s
af
e
h
ea
lth
ca
r
e
p
r
o
f
ess
io
n
al
ex
c
h
an
g
e,
an
d
r
e
d
u
ce
u
n
au
th
o
r
ized
ac
ce
s
s
th
r
ea
ts
.
T
h
is
s
tr
o
n
g
m
eth
o
d
e
n
s
u
r
es
clo
u
d
s
ec
u
r
ity
an
d
co
llab
o
r
atio
n
f
o
r
s
en
s
itiv
e
m
en
tal
h
ea
lth
d
ata.
Fig
u
r
e
6
ad
d
s
c
h
o
lest
er
o
l,
b
o
d
y
m
ass
in
d
e
x
(
B
MI
)
,
s
m
o
k
i
n
g
s
tatu
s
,
an
d
m
e
d
icatio
n
a
d
h
er
en
ce
t
o
p
atien
t
h
ea
lth
in
d
icato
r
s
.
C
o
m
p
r
eh
en
s
iv
e
h
ea
lt
h
m
o
n
ito
r
in
g
an
d
p
er
s
o
n
alize
d
th
er
a
p
y
n
ee
d
th
is
ex
p
an
d
ed
d
ataset.
T
h
is
s
en
s
itiv
e
d
ata
m
ay
b
e
s
af
ely
s
to
r
ed
a
n
d
h
an
d
l
ed
in
th
e
clo
u
d
u
s
in
g
h
o
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
.
E
n
cr
y
p
tin
g
th
e
d
ata
k
ee
p
s
it p
r
iv
ate
wh
ile
en
ab
lin
g
h
ea
lth
ca
r
e
p
r
ac
titi
o
n
er
s
to
ex
am
in
e
an
d
o
p
er
ate
o
n
it.
T
h
is
im
p
r
o
v
es d
ata
s
ec
u
r
ity
an
d
p
r
i
v
ac
y
,
wh
ich
is
ess
en
tial f
o
r
d
ig
ital h
ea
lth
s
y
s
tem
tr
u
s
t.
Fig
u
r
e
5
.
B
asic
p
atien
t
h
ea
lth
d
ata
T
ab
le
2
.
Ho
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
f
r
a
m
ewo
r
k
f
o
r
s
ec
u
r
e
c
l
o
u
d
-
b
ased
E
HR
s
in
m
en
tal
h
e
alth
A
sp
e
c
t
C
h
a
l
l
e
n
g
e
s
A
p
p
l
i
c
a
t
i
o
n
s
A
d
v
a
n
t
a
g
e
s
F
u
l
l
y
h
o
m
o
mo
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
Li
mi
t
e
d
c
o
m
p
u
t
a
t
i
o
n
a
l
e
f
f
i
c
i
e
n
c
y
S
e
c
u
r
e
c
l
o
u
d
-
b
a
se
d
EH
R
s f
o
r
m
e
n
t
a
l
h
e
a
l
t
h
C
o
n
f
i
d
e
n
t
i
a
l
i
t
y
p
r
e
serv
a
t
i
o
n
f
o
r
sen
s
i
t
i
v
e
m
e
n
t
a
l
h
e
a
l
t
h
d
a
t
a
P
a
r
t
i
a
l
l
y
h
o
m
o
mo
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
C
o
m
p
l
e
x
i
n
t
e
g
r
a
t
i
o
n
w
i
t
h
e
x
i
st
i
n
g
s
y
st
e
ms
C
o
l
l
a
b
o
r
a
t
i
v
e
d
a
t
a
a
n
a
l
y
s
i
s
i
n
a
sec
u
r
e
e
n
v
i
r
o
n
me
n
t
P
r
i
v
a
c
y
-
p
r
e
ser
v
i
n
g
c
o
m
p
u
t
a
t
i
o
n
s
o
n
e
n
c
r
y
p
t
e
d
d
a
t
a
H
o
mo
m
o
r
p
h
i
c
s
i
g
n
a
t
u
r
e
s
c
h
e
mes
B
a
l
a
n
c
i
n
g
se
c
u
r
i
t
y
a
n
d
u
sa
b
i
l
i
t
y
En
a
b
l
i
n
g
sec
u
r
e
sh
a
r
i
n
g
a
m
o
n
g
h
e
a
l
t
h
c
a
r
e
p
r
o
f
e
ssi
o
n
a
l
s
M
i
t
i
g
a
t
i
n
g
r
i
s
k
s
a
sso
c
i
a
t
e
d
w
i
t
h
u
n
a
u
t
h
o
r
i
z
e
d
d
a
t
a
a
c
c
e
ss
Fig
u
r
e
6
.
E
x
ten
d
e
d
p
atien
t h
ea
lth
d
ata
4
.
2
.
Secure
clo
ud
-
ba
s
e
d
m
ent
a
l
hea
lt
h
re
co
rds
wit
h
ho
m
o
mo
rphic
s
ig
na
t
ure
s
c
hem
es
a
nd
encr
y
ptio
n
a
lg
o
rit
hm
s
Ad
v
an
ce
d
c
r
y
p
t
o
g
r
ap
h
y
is
e
s
s
en
tial
f
o
r
s
af
e
clo
u
d
-
b
ase
d
m
en
tal
h
ea
lth
E
HR
s
.
Ho
m
o
m
o
r
p
h
ic
s
ig
n
atu
r
e
s
ch
em
es
an
d
e
n
cr
y
p
tio
n
alg
o
r
ith
m
s
h
av
e
a
m
aj
o
r
in
f
l
u
en
ce
o
n
h
ea
lth
ca
r
e
c
o
n
f
id
en
tiality
a
n
d
co
o
p
er
atio
n
.
Ho
m
o
m
o
r
p
h
ic
s
ig
n
atu
r
e
s
ch
em
es
allo
w
ca
lc
u
latio
n
s
o
n
en
c
r
y
p
ted
d
ata
with
o
u
t
d
ec
r
y
p
tin
g
0
20
40
60
80
100
84
61
40
92
P
at
i
e
nt
'
s
D
at
a
val
ue
s
i
n num
e
r
s
P
at
i
e
nt
A
g
e
Pa
t
i
e
nt
H
e
a
l
t
h
D
a
t
a
A
g
e
B
P Lev
e
l
Gl
u
c
o
se
Lev
e
l
0
20
40
60
80
10
0
12
0
30
63
63
95
55
C
ho
l
e
st
e
ro
l
BMI
S
m
o
ki
ng
S
t
a
t
us
M
e
d
i
cat
i
o
n
A
dh
e
r
e
nc
e
Pati
e
n
t
ID
Pati
e
n
t
H
e
al
th
D
ata
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
0
8
8
-
8
7
0
8
I
n
t J E
lec
&
C
o
m
p
E
n
g
,
Vo
l.
15
,
No
.
1
,
Feb
r
u
ar
y
20
25
:
1
152
-
1
1
6
1
1158
s
en
s
itiv
e
d
ata,
p
r
o
tectin
g
cl
o
u
d
-
b
ased
E
HR
p
r
iv
ac
y
.
T
h
is
p
ar
ad
ig
m
is
s
tr
en
g
th
en
e
d
b
y
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
alg
o
r
ith
m
s
,
wh
ich
s
af
eg
u
ar
d
m
en
tal
h
ea
lth
d
ata
an
d
en
ab
le
c
o
o
p
e
r
atio
n
with
o
u
t
s
ac
r
if
icin
g
p
r
iv
ac
y
.
T
h
is
ex
p
lo
r
atio
n
o
f
t
h
ese
cr
y
p
to
g
r
ap
h
ic
to
o
ls
illu
m
in
ates
th
eir
p
o
ten
tial
to
tr
a
n
s
f
o
r
m
th
e
s
ec
u
r
ity
lan
d
s
ca
p
e
o
f
cl
o
u
d
-
b
ased
E
HR
s
in
m
en
tal
h
ea
lth
,
co
n
tr
i
b
u
tin
g
to
th
e
o
n
g
o
in
g
d
is
cu
s
s
io
n
o
n
p
r
o
tectin
g
s
en
s
itiv
e
h
ea
lth
ca
r
e
d
ata
in
a
co
n
n
ec
te
d
d
ig
ital
a
g
e.
T
a
b
le
3
s
h
o
ws
h
o
w
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
p
r
o
tects
s
en
s
itiv
e
d
ata
lik
e
E
HR
s
in
clo
u
d
s
ettin
g
s
wh
ile
m
ee
tin
g
tig
h
t
r
e
g
u
lato
r
y
r
e
q
u
ir
em
e
n
ts
.
I
t
p
r
e
v
en
ts
d
ata
b
r
ea
ch
es
an
d
u
n
au
t
h
o
r
ized
ac
ce
s
s
b
y
p
r
o
tectin
g
d
ata
d
u
r
i
n
g
o
p
e
r
atio
n
s
.
I
ts
im
p
lem
en
tatio
n
is
co
m
p
licated
b
y
h
ig
h
er
co
m
p
u
tin
g
co
m
p
lex
ity
,
s
lo
wer
p
r
o
ce
s
s
in
g
r
ates
f
o
r
co
m
p
lex
p
r
o
ce
s
s
es,
an
d
ex
p
en
s
iv
e
s
etu
p
co
s
ts
.
Desp
ite
th
ese
s
h
o
r
tco
m
in
g
s
,
en
cr
y
p
tio
n
tech
n
o
lo
g
ies
a
r
e
im
p
r
o
v
in
g
h
ea
lth
ca
r
e
I
T
s
y
s
tem
s
ca
lab
ilit
y
,
o
p
er
atio
n
al
ef
f
icien
cy
,
a
n
d
f
le
x
ib
ilit
y
,
m
ak
in
g
h
o
m
o
m
o
r
p
h
i
c
en
cr
y
p
tio
n
a
p
o
ten
tial
alter
n
ativ
e
f
o
r
p
r
o
tectin
g
p
atien
t d
ata
in
th
e
d
ig
ital h
ea
lt
h
ca
r
e
en
v
i
r
o
n
m
e
n
t.
T
ab
le
3
.
Ho
m
o
m
o
r
p
h
ic
e
n
cr
y
p
tio
n
alg
o
r
ith
m
A
sp
e
c
t
P
r
o
s
C
o
n
s
S
e
c
u
r
i
t
y
P
r
o
t
e
c
t
s
d
a
t
a
c
o
n
f
i
d
e
n
t
i
a
l
i
t
y
I
n
c
r
e
a
se
d
c
o
m
p
u
t
a
t
i
o
n
a
l
c
o
m
p
l
e
x
i
t
y
a
n
d
r
e
s
o
u
r
c
e
u
sa
g
e
P
r
i
v
a
c
y
En
a
b
l
e
s s
e
c
u
r
e
d
a
t
a
p
r
o
c
e
ssi
n
g
S
l
o
w
e
r
p
e
r
f
o
r
ma
n
c
e
c
o
m
p
a
r
e
d
t
o
p
l
a
i
n
t
e
x
t
o
p
e
r
a
t
i
o
n
s
C
o
m
p
l
i
a
n
c
e
F
a
c
i
l
i
t
a
t
e
s
a
d
h
e
r
e
n
c
e
t
o
r
e
g
u
l
a
t
o
r
y
s
t
a
n
d
a
r
d
s
R
e
q
u
i
r
e
s s
p
e
c
i
a
l
i
z
e
d
k
n
o
w
l
e
d
g
e
f
o
r
i
mp
l
e
me
n
t
a
t
i
o
n
D
a
t
a
i
n
t
e
g
r
i
t
y
M
a
i
n
t
a
i
n
s
i
n
t
e
g
r
i
t
y
o
f
e
n
c
r
y
p
t
e
d
d
a
t
a
Li
mi
t
e
d
s
u
p
p
o
r
t
f
o
r
c
e
r
t
a
i
n
t
y
p
e
s
o
f
c
o
mp
u
t
a
t
i
o
n
s
S
c
a
l
a
b
i
l
i
t
y
S
u
p
p
o
r
t
s s
c
a
l
a
b
l
e
s
o
l
u
t
i
o
n
s
I
n
i
t
i
a
l
s
e
t
u
p
c
o
st
s
a
n
d
i
n
t
e
g
r
a
t
i
o
n
c
o
m
p
l
e
x
i
t
i
e
s
F
l
e
x
i
b
i
l
i
t
y
A
l
l
o
w
s
f
o
r
f
l
e
x
i
b
l
e
d
a
t
a
u
t
i
l
i
z
a
t
i
o
n
P
o
t
e
n
t
i
a
l
c
o
n
s
t
r
a
i
n
t
s
i
n
h
a
n
d
l
i
n
g
l
a
r
g
e
d
a
t
a
s
e
t
s
C
o
s
t
-
e
f
f
e
c
t
i
v
e
n
e
s
s
R
e
d
u
c
e
s r
i
sk
s
o
f
d
a
t
a
b
r
e
a
c
h
e
s a
n
d
f
i
n
e
s
H
i
g
h
c
o
m
p
u
t
a
t
i
o
n
a
l
a
n
d
o
p
e
r
a
t
i
o
n
a
l
c
o
st
s
U
ser
a
c
c
e
ss
i
b
i
l
i
t
y
En
a
b
l
e
s s
e
c
u
r
e
a
c
c
e
ss
t
o
se
n
s
i
t
i
v
e
d
a
t
a
R
e
q
u
i
r
e
s r
o
b
u
s
t
k
e
y
m
a
n
a
g
e
me
n
t
a
n
d
a
c
c
e
ss c
o
n
t
r
o
l
s
4
.
3
.
Securing
m
ent
a
l
hea
lt
h
clo
ud
-
ba
s
ed
E
H
R
s
wit
h
ho
m
o
m
o
rphic
ha
s
h
f
un
ct
io
n
s
a
n
d
encr
y
ptio
n
a
lg
o
rit
hm
s
Ad
v
an
ce
d
c
r
y
p
to
g
r
ap
h
y
is
ess
en
tial
f
o
r
s
af
e
clo
u
d
-
b
ased
m
e
n
tal
h
ea
lth
E
HR
s
.
T
h
is
ar
ticle
d
is
cu
s
s
e
s
h
o
w
h
o
m
o
m
o
r
p
h
ic
h
ash
f
u
n
ctio
n
s
an
d
en
cr
y
p
tio
n
tec
h
n
iq
u
es
h
el
p
h
ea
lth
ca
r
e
in
s
titu
tio
n
s
m
ain
tain
co
n
f
id
en
tiality
an
d
co
o
p
er
atio
n
.
T
h
e
s
to
r
y
ex
p
lain
s
h
o
w
t
h
e
s
e
cr
y
p
to
g
r
ap
h
ic
ap
p
r
o
ac
h
es
p
r
o
tect
p
atien
t
d
ata
an
d
f
ac
ilit
ate
h
ea
lth
ca
r
e
s
tak
eh
o
ld
er
en
g
ag
em
e
n
t.
B
ey
o
n
d
tr
ad
itio
n
al
en
cr
y
p
tio
n
,
h
o
m
o
m
o
r
p
h
ic
tech
n
iq
u
es
th
at
allo
w
co
m
p
u
tatio
n
o
n
e
n
cr
y
p
ted
d
ata
ar
e
h
i
g
h
lig
h
te
d
.
T
h
ese
ad
v
an
ce
s
s
tr
en
g
t
h
en
E
HR
s
ec
u
r
ity
an
d
en
ab
le
in
n
o
v
ativ
e
m
en
tal
h
ea
lth
r
esear
ch
an
d
tr
ea
tm
e
n
t
co
llab
o
r
atio
n
s
,
en
s
u
r
i
n
g
th
at
s
en
s
itiv
e
in
f
o
r
m
atio
n
r
em
ain
s
co
n
f
i
d
en
tial
with
o
u
t
s
lo
win
g
co
llab
o
r
atio
n
in
t
h
e
ev
er
-
ch
a
n
g
in
g
h
ea
lth
ca
r
e
in
f
o
r
m
atics
lan
d
s
ca
p
e.
Usi
n
g
h
o
m
o
m
o
r
p
h
ic
en
cr
y
p
tio
n
to
s
ec
u
r
e
clo
u
d
b
ased
E
HR
s
is
d
etailed
in
th
e
T
ab
le
4.
T
ab
le
4
.
Secu
r
e
d
an
d
clo
u
d
-
b
a
s
ed
elec
tr
o
n
ic
h
ea
lth
r
ec
o
r
d
s
b
y
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
al
g
o
r
ith
m
A
sp
e
c
t
P
r
o
b
l
e
m
s
t
a
t
e
m
e
n
t
P
r
o
p
o
se
d
s
o
l
u
t
i
o
n
W
h
a
t
i
s
n
ew
D
a
t
a
P
r
i
v
a
c
y
U
n
a
u
t
h
o
r
i
z
e
d
a
c
c
e
ss
t
o
sen
s
i
t
i
v
e
p
a
t
i
e
n
t
i
n
f
o
r
mat
i
o
n
i
n
EH
R
s
A
d
v
a
n
c
e
d
h
o
mo
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
t
e
c
h
n
i
q
u
e
s
t
o
p
r
o
t
e
c
t
d
a
t
a
c
o
n
f
i
d
e
n
t
i
a
l
i
t
y
N
e
x
t
-
g
e
n
e
r
a
t
i
o
n
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
a
l
l
o
w
i
n
g
c
o
m
p
l
e
x
c
o
m
p
u
t
a
t
i
o
n
s
o
n
e
n
c
r
y
p
t
e
d
d
a
t
a
w
i
t
h
o
u
t
c
o
m
p
r
o
m
i
s
i
n
g
p
r
i
v
a
c
y
D
a
t
a
I
n
t
e
g
r
i
t
y
R
i
s
k
s
o
f
d
a
t
a
t
a
m
p
e
r
i
n
g
l
e
a
d
i
n
g
t
o
i
n
c
o
r
r
e
c
t
d
i
a
g
n
o
ses
a
n
d
t
r
e
a
t
me
n
t
s
C
r
y
p
t
o
g
r
a
p
h
i
c
h
a
s
h
f
u
n
c
t
i
o
n
s
a
n
d
d
i
g
i
t
a
l
s
i
g
n
a
t
u
r
e
s
t
o
e
n
su
r
e
d
a
t
a
r
e
ma
i
n
s
u
n
a
l
t
e
r
e
d
En
h
a
n
c
e
d
i
n
t
e
g
r
i
t
y
v
e
r
i
f
i
c
a
t
i
o
n
mec
h
a
n
i
sms
t
o
d
e
t
e
c
t
u
n
a
u
t
h
o
r
i
z
e
d
c
h
a
n
g
e
s
i
n
EH
R
s
S
c
a
l
a
b
i
l
i
t
y
H
a
n
d
l
i
n
g
l
a
r
g
e
v
o
l
u
mes
o
f
h
e
a
l
t
h
d
a
t
a
w
i
t
h
o
u
t
p
e
r
f
o
r
m
a
n
c
e
d
e
g
r
a
d
a
t
i
o
n
S
c
a
l
a
b
l
e
h
o
m
o
mo
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
f
r
a
m
e
w
o
r
k
s
u
t
i
l
i
z
i
n
g
p
a
r
a
l
l
e
l
p
r
o
c
e
ss
i
n
g
S
c
a
l
a
b
l
e
e
n
c
r
y
p
t
i
o
n
f
r
a
mew
o
r
k
s
d
e
si
g
n
e
d
f
o
r
l
a
r
g
e
-
s
c
a
l
e
h
e
a
l
t
h
d
a
t
a
w
i
t
h
o
p
t
i
m
i
z
e
d
c
r
y
p
t
o
g
r
a
p
h
i
c
s
t
r
u
c
t
u
r
e
s
C
o
m
p
u
t
a
t
i
o
n
a
l
O
v
e
r
h
e
a
d
H
i
g
h
c
o
m
p
u
t
a
t
i
o
n
a
l
c
o
m
p
l
e
x
i
t
y
h
i
n
d
e
r
i
n
g
r
e
a
l
-
t
i
m
e
d
a
t
a
a
c
c
e
ss
O
p
t
i
mi
z
a
t
i
o
n
u
s
i
n
g
h
a
r
d
w
a
r
e
a
c
c
e
l
e
r
a
t
o
r
s
l
i
k
e
G
P
U
s
a
n
d
sp
e
c
i
a
l
i
z
e
d
p
r
o
c
e
ss
o
r
s
Ef
f
i
c
i
e
n
t
a
l
g
o
r
i
t
h
ms
a
n
d
h
a
r
d
w
a
r
e
a
c
c
e
l
e
r
a
t
i
o
n
r
e
d
u
c
i
n
g
c
o
mp
u
t
a
t
i
o
n
a
l
o
v
e
r
h
e
a
d
R
e
g
u
l
a
t
o
r
y
C
o
m
p
l
i
a
n
c
e
En
s
u
r
i
n
g
e
n
c
r
y
p
t
i
o
n
me
t
h
o
d
s
mee
t
l
e
g
a
l
st
a
n
d
a
r
d
s
l
i
k
e
H
I
P
A
A
B
u
i
l
t
-
i
n
c
o
m
p
l
i
a
n
c
e
t
o
o
l
s
a
n
d
r
e
g
u
l
a
r
a
u
d
i
t
s
I
n
t
e
g
r
a
t
e
d
c
o
m
p
l
i
a
n
c
e
f
e
a
t
u
r
e
s w
i
t
h
i
n
e
n
c
r
y
p
t
i
o
n
s
y
st
e
ms f
o
r
se
a
ml
e
ss
l
e
g
a
l
a
d
h
e
r
e
n
c
e
I
n
t
e
r
o
p
e
r
a
b
i
l
i
t
y
D
i
f
f
i
c
u
l
t
y
i
n
s
h
a
r
i
n
g
e
n
c
r
y
p
t
e
d
d
a
t
a
a
c
r
o
ss
d
i
f
f
e
r
e
n
t
EH
R
s
y
st
e
ms
S
t
a
n
d
a
r
d
i
z
e
d
p
r
o
t
o
c
o
l
s f
o
r
e
n
c
r
y
p
t
e
d
d
a
t
a
e
x
c
h
a
n
g
e
Est
a
b
l
i
s
h
me
n
t
o
f
i
n
t
e
r
o
p
e
r
a
b
i
l
i
t
y
st
a
n
d
a
r
d
s
f
o
r
sec
u
r
e
d
a
t
a
s
h
a
r
i
n
g
b
e
t
w
e
e
n
v
a
r
i
o
u
s
h
e
a
l
t
h
c
a
r
e
p
r
o
v
i
d
e
r
s
U
ser
A
c
c
e
ss
i
b
i
l
i
t
y
B
a
l
a
n
c
i
n
g
se
c
u
r
i
t
y
w
i
t
h
e
a
se
o
f
a
c
c
e
s
s fo
r
h
e
a
l
t
h
c
a
r
e
p
r
o
v
i
d
e
r
s
R
o
l
e
-
b
a
se
d
a
c
c
e
ss
c
o
n
t
r
o
l
s
(
R
B
A
C
)
a
n
d
mu
l
t
i
-
f
a
c
t
o
r
a
u
t
h
e
n
t
i
c
a
t
i
o
n
(
M
F
A
)
O
p
t
i
mi
z
e
d
u
ser
a
c
c
e
ss
c
o
n
t
r
o
l
s
b
a
l
a
n
c
i
n
g
sec
u
r
i
t
y
a
n
d
u
sa
b
i
l
i
t
y
D
i
sast
e
r
R
e
c
o
v
e
r
y
S
e
c
u
r
e
b
a
c
k
u
p
a
n
d
r
e
l
i
a
b
l
e
r
e
c
o
v
e
r
y
o
f
e
n
c
r
y
p
t
e
d
EH
R
s
i
n
c
a
s
e
o
f
d
a
t
a
l
o
ss
A
d
v
a
n
c
e
d
s
e
c
u
r
e
b
a
c
k
u
p
a
n
d
d
i
s
a
st
e
r
r
e
c
o
v
e
r
y
s
o
l
u
t
i
o
n
s
I
n
n
o
v
a
t
i
v
e
s
e
c
u
r
e
b
a
c
k
u
p
s
o
l
u
t
i
o
n
s
e
n
s
u
r
i
n
g
d
a
t
a
i
n
t
e
g
r
i
t
y
a
n
d
r
e
l
i
a
b
i
l
i
t
y
C
o
s
t
o
f
I
mp
l
e
me
n
t
a
t
i
o
n
F
i
n
a
n
c
i
a
l
b
u
r
d
e
n
o
f
i
mp
l
e
m
e
n
t
i
n
g
a
d
v
a
n
c
e
d
e
n
c
r
y
p
t
i
o
n
a
l
g
o
r
i
t
h
ms
C
o
s
t
-
e
f
f
e
c
t
i
v
e
c
r
y
p
t
o
g
r
a
p
h
i
c
so
l
u
t
i
o
n
s
u
s
i
n
g
o
p
e
n
-
so
u
r
c
e
l
i
b
r
a
r
i
e
s a
n
d
c
l
o
u
d
s
e
r
v
i
c
e
s
C
o
s
t
-
e
f
f
i
c
i
e
n
t
e
n
c
r
y
p
t
i
o
n
m
o
d
e
l
s
l
e
v
e
r
a
g
i
n
g
o
p
e
n
-
s
o
u
r
c
e
a
n
d
c
l
o
u
d
-
b
a
s
e
d
serv
i
c
e
s
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
-
8
7
0
8
S
ec
u
r
ed
a
n
d
clo
u
d
-
b
a
s
ed
elec
tr
o
n
ic
h
ea
lth
r
ec
o
r
d
s
b
y
h
o
mo
mo
r
p
h
ic
en
cryp
tio
n
a
l
g
o
r
ith
m
(
B
a
la
A
n
n
a
p
u
r
n
a
)
1159
I
t
h
ig
h
lig
h
ts
d
ata
p
r
i
v
ac
y
,
i
n
teg
r
ity
,
s
ca
lab
ilit
y
,
a
n
d
r
e
g
u
lato
r
y
c
o
m
p
lian
ce
is
s
u
es.
Ad
v
an
ce
d
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
,
cr
y
p
to
g
r
ap
h
ic
h
ash
alg
o
r
ith
m
s
,
s
c
alab
le
f
r
am
ewo
r
k
s
,
a
n
d
b
u
ilt
-
i
n
co
m
p
lian
ce
to
o
ls
ar
e
s
u
g
g
ested
.
Nex
t
-
g
en
e
r
atio
n
en
cr
y
p
tio
n
,
o
p
tim
ized
al
g
o
r
ith
m
s
f
o
r
r
ea
l
-
tim
e
p
r
o
ce
s
s
in
g
,
s
tan
d
ar
d
ized
in
ter
o
p
er
a
b
ilit
y
p
r
o
t
o
co
ls
,
an
d
co
s
t
-
ef
f
ec
tiv
e
cr
y
p
to
g
r
ap
h
ic
m
o
d
els
ar
e
em
p
h
asized
.
I
m
p
r
o
v
e
d
u
s
er
ac
ce
s
s
r
estrictio
n
s
,
k
ey
m
an
ag
em
e
n
t,
an
d
E
HR
in
teg
r
atio
n
ar
e
also
s
tr
ess
ed
.
Activ
e
m
ain
ten
an
ce
an
d
n
ew
laten
cy
r
ed
u
ctio
n
a
p
p
r
o
ac
h
es
s
ec
u
r
e
a
n
d
h
an
d
le
d
ata
ef
f
icie
n
tly
.
T
h
ese
in
itiativ
es
attem
p
t
to
p
r
o
tect,
ef
f
icien
tly
,
an
d
co
m
p
lian
tly
m
a
n
ag
e
s
en
s
itiv
e
p
atien
t d
ata
o
n
th
e
clo
u
d
.
5.
CO
NCLU
SI
O
N
T
h
e
u
s
e
o
f
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
t
o
s
ec
u
r
e
clo
u
d
-
b
ased
E
HR
s
h
as
p
r
o
s
an
d
co
n
s
.
I
m
p
lem
en
tin
g
en
cr
y
p
tio
n
tech
n
iq
u
es
in
m
ajo
r
h
ea
lth
ca
r
e
s
y
s
tem
s
is
co
m
p
u
tatio
n
ally
an
d
p
er
f
o
r
m
an
ce
-
in
ten
s
iv
e.
Desp
ite
th
ese
ch
allen
g
es,
im
p
r
o
v
ed
d
ata
s
ec
u
r
ity
an
d
p
r
iv
ac
y
b
o
o
s
t
p
atien
t
an
d
p
r
o
v
id
er
tr
u
s
t.
Scalab
ilit
y
an
d
in
ter
o
p
er
a
b
ilit
y
d
if
f
icu
lties
h
ig
h
lig
h
t
th
e
n
ee
d
f
o
r
h
ea
lth
ca
r
e
I
T
tech
n
o
lo
g
y
i
m
p
r
o
v
e
m
en
ts
an
d
s
tan
d
ar
d
is
atio
n
.
Fu
tu
r
e
wo
r
k
in
clu
d
es
o
p
tim
is
in
g
h
o
m
o
m
o
r
p
h
ic
en
c
r
y
p
tio
n
alg
o
r
ith
m
s
f
o
r
p
er
f
o
r
m
a
n
ce
a
n
d
u
s
ab
ilit
y
in
v
a
r
ied
h
ea
lth
ca
r
e
co
n
tex
ts
.
R
esear
ch
an
d
d
ev
elo
p
m
en
t
in
th
is
ar
ea
will
im
p
r
o
v
e
E
HR
s
ec
u
r
ity
an
d
en
s
u
r
e
r
e
g
u
lato
r
y
co
m
p
lian
ce
.
Su
cc
ess
f
u
l
h
o
m
o
m
o
r
p
h
i
c
en
cr
y
p
tio
n
in
teg
r
atio
n
wi
ll
tr
an
s
f
o
r
m
E
HR
ad
m
in
is
tr
atio
n
,
cr
ea
tin
g
a
m
o
r
e
s
ec
u
r
e
an
d
ef
f
icien
t
d
ig
ital
h
ea
lth
ca
r
e
en
v
ir
o
n
m
en
t.
R
esu
lts
f
r
o
m
d
ataset
o
f
p
atien
t
h
ea
lth
m
etr
ics
s
h
o
w
in
th
e
1
s
t
in
s
tan
ce
s
am
p
le
d
at
a
f
o
r
5
in
s
tan
ce
s
with
ag
es
b
e
twee
n
5
7
to
8
8
,
B
P
v
alu
es
f
r
o
m
3
3
to
8
5
,
g
lu
co
s
e
v
alu
es
f
r
o
m
5
to
9
9
,
an
d
h
ea
r
t
r
ate
v
alu
es
f
r
o
m
2
4
to
88.
I
n
an
o
t
h
er
s
tu
d
y
o
f
5
p
atien
ts
,
ch
o
lest
er
o
l
lev
els
r
an
g
ed
f
r
o
m
1
0
to
8
0
m
g
/
d
L
,
B
MI
f
r
o
m
1
0
to
9
6
k
g
/m
²,
s
m
o
k
in
g
s
tatu
s
f
r
o
m
1
4
to
7
9
,
an
d
m
e
d
icatio
n
ad
h
e
r
en
ce
f
r
o
m
6
t
o
7
8
%.
RE
F
E
R
E
NC
E
S
[
1
]
A
.
M
a
l
i
k
,
N
.
R
a
t
h
a
,
B
.
Y
a
l
a
v
a
r
t
h
i
,
T.
S
h
a
r
m
a
,
A
.
K
a
u
sh
i
k
,
a
n
d
C
.
J
u
t
l
a
,
“
C
o
n
f
i
d
e
n
t
i
a
l
a
n
d
p
r
o
t
e
c
t
e
d
d
i
s
e
a
s
e
c
l
a
ssi
f
i
e
r
u
s
i
n
g
f
u
l
l
y
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
,
”
i
n
Pro
c
e
e
d
i
n
g
s
-
2
0
2
4
I
EE
E
C
o
n
f
e
r
e
n
c
e
o
n
Art
i
f
i
c
i
a
l
I
n
t
e
l
l
i
g
e
n
c
e
,
C
AI
2
0
2
4
,
2
0
2
4
,
p
p
.
3
6
5
–
3
7
0
,
d
o
i
:
1
0
.
1
1
0
9
/
C
A
I
5
9
8
6
9
.
2
0
2
4
.
0
0
0
7
4
.
[
2
]
T.
S
u
n
e
e
t
h
a
a
n
d
D
.
J.
B
h
a
g
w
a
n
,
“
A
sec
u
r
e
f
r
a
mew
o
r
k
f
o
r
e
n
h
a
n
c
i
n
g
d
a
t
a
p
r
i
v
a
c
y
a
n
d
a
c
c
e
ss
c
o
n
t
r
o
l
i
n
h
e
a
l
t
h
c
a
r
e
c
l
o
u
d
man
a
g
e
me
n
t
s
y
st
e
ms,
”
Ed
u
c
a
t
i
o
n
a
l
A
d
m
i
n
i
s
t
ra
t
i
o
n
T
h
e
o
ry
a
n
d
Pr
a
c
t
i
c
e
s
,
v
o
l
.
3
0
,
n
o
.
5
,
p
p
.
1
3
3
4
1
–
1
3
3
4
9
,
2
0
2
4
,
d
o
i
:
1
0
.
5
3
5
5
5
/
k
u
e
y
.
v
3
0
i
5
.
5
7
8
3
.
[
3
]
K
.
P
.
K
u
mar,
B
.
R
.
P
r
a
t
h
a
p
,
M
.
M
.
T
h
i
r
u
t
h
u
v
a
n
a
t
h
a
n
,
H
.
M
u
r
t
h
y
,
a
n
d
V
.
J
h
a
P
i
l
l
a
i
,
“
S
e
c
u
r
e
a
p
p
r
o
a
c
h
t
o
s
h
a
r
i
n
g
d
i
g
i
t
i
z
e
d
me
d
i
c
a
l
d
a
t
a
i
n
a
c
l
o
u
d
e
n
v
i
r
o
n
m
e
n
t
,
”
D
a
t
a
S
c
i
e
n
c
e
a
n
d
M
a
n
a
g
e
m
e
n
t
,
v
o
l
.
7
,
n
o
.
2
,
p
p
.
1
0
8
–
1
1
8
,
2
0
2
4
,
d
o
i
:
1
0
.
1
0
1
6
/
j
.
d
s
m.2
0
2
3
.
1
2
.
0
0
1
.
[
4
]
K
.
R
a
o
,
“
R
e
s
e
a
r
c
h
o
n
p
r
e
v
e
n
t
i
n
g
m
e
d
i
c
a
l
i
n
f
o
r
m
a
t
i
o
n
f
r
o
m
l
e
a
k
i
n
g
b
a
s
e
d
o
n
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
,
”
Fr
o
n
t
i
e
rs
i
n
C
o
m
p
u
t
i
n
g
a
n
d
I
n
t
e
l
l
i
g
e
n
t
S
y
st
e
m
s
,
v
o
l
.
7
,
n
o
.
1
,
p
p
.
3
4
–
3
8
,
2
0
2
4
,
d
o
i
:
1
0
.
5
4
0
9
7
/
w
s
k
1
d
v
3
0
.
[
5
]
G
.
R
.
R
a
m
e
sh
a
n
d
E
.
R
a
j
e
sh
,
“
S
e
c
u
r
e
E
-
h
e
a
l
t
h
m
a
n
a
g
e
me
n
t
a
u
t
o
ma
t
e
d
i
n
s
i
g
h
t
s
g
e
n
e
r
a
t
i
o
n
f
o
r
d
a
t
a
se
t
s
c
l
a
ss
i
f
i
c
a
t
i
o
n
s
i
n
mac
h
i
n
e
l
e
a
r
n
i
n
g
o
n
c
l
o
u
d
f
r
a
m
e
w
o
r
k
,
”
I
n
t
e
r
n
a
t
i
o
n
a
l
J
o
u
r
n
a
l
o
f
I
n
t
e
l
l
i
g
e
n
t
S
y
st
e
m
s
a
n
d
Ap
p
l
i
c
a
t
i
o
n
s
i
n
E
n
g
i
n
e
e
ri
n
g
,
v
o
l
.
1
2
,
n
o
.
1
0
s,
p
p
.
2
3
9
–
2
5
2
,
2
0
2
4
.
[
6
]
R
.
R
e
d
d
y
P
a
l
l
e
,
R
.
P
a
l
l
e
,
a
n
d
A
.
P
u
n
i
t
h
a
,
“
P
r
i
v
a
c
y
-
p
r
e
ser
v
i
n
g
h
o
m
o
mo
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
s
c
h
e
m
e
s
f
o
r
m
a
c
h
i
n
e
l
e
a
r
n
i
n
g
i
n
t
h
e
c
l
o
u
d
,
”
Ar
t
i
c
l
e
i
n
ES
P
J
o
u
rn
a
l
o
f
En
g
i
n
e
e
ri
n
g
&
T
e
c
h
n
o
l
o
g
y
A
d
v
a
n
c
e
m
e
n
t
s
,
2
0
2
1
.
[
7
]
E.
F
r
i
mp
o
n
g
,
K
.
N
g
u
y
e
n
,
M
.
B
u
d
z
y
s,
T
.
K
h
a
n
,
a
n
d
A
.
M
i
c
h
a
l
a
s
,
“
G
u
a
r
d
M
L:
e
f
f
i
c
i
e
n
t
p
r
i
v
a
c
y
-
p
r
e
ser
v
i
n
g
mac
h
i
n
e
l
e
a
r
n
i
n
g
serv
i
c
e
s
t
h
r
o
u
g
h
h
y
b
r
i
d
h
o
mo
mo
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
,
”
i
n
Pr
o
c
e
e
d
i
n
g
s
o
f
t
h
e
A
C
M
S
y
m
p
o
s
i
u
m
o
n
Ap
p
l
i
e
d
C
o
m
p
u
t
i
n
g
,
2
0
2
4
,
p
p
.
9
5
3
–
9
6
2
,
d
o
i
:
1
0
.
1
1
4
5
/
3
6
0
5
0
9
8
.
3
6
3
5
9
8
3
.
[
8
]
S
.
A
.
R
i
e
y
a
n
e
t
a
l
.
,
“
A
n
a
d
v
a
n
c
e
d
d
a
t
a
f
a
b
r
i
c
a
r
c
h
i
t
e
c
t
u
r
e
l
e
v
e
r
a
g
i
n
g
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
a
n
d
f
e
d
e
r
a
t
e
d
l
e
a
r
n
i
n
g
,
”
I
n
f
o
rm
a
t
i
o
n
F
u
si
o
n
,
v
o
l
.
1
0
2
,
2
0
2
4
,
d
o
i
:
1
0
.
1
0
1
6
/
j
.
i
n
f
f
u
s.
2
0
2
3
.
1
0
2
0
0
4
.
[
9
]
H
.
M
.
Y
o
u
si
f
a
n
d
S
.
M
.
H
a
m
e
e
d
,
“
P
r
e
serv
i
n
g
g
e
n
o
t
y
p
e
p
r
i
v
a
c
y
u
si
n
g
A
ES
a
n
d
p
a
r
t
i
a
l
l
y
h
o
mo
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
,
”
I
ra
q
i
J
o
u
r
n
a
l
o
f
S
c
i
e
n
c
e
,
v
o
l
.
6
5
,
n
o
.
3
,
p
p
.
1
6
6
3
–
1
6
7
8
,
2
0
2
4
,
d
o
i
:
1
0
.
2
4
9
9
6
/
i
j
s.
2
0
2
4
.
6
5
.
3
.
3
8
.
[
1
0
]
K
.
Y
u
a
n
e
t
a
l
.
,
“
M
u
l
t
i
p
l
e
t
i
me
s
e
r
v
e
r
s
t
i
m
e
d
-
r
e
l
e
a
se
e
n
c
r
y
p
t
i
o
n
b
a
se
d
o
n
S
h
a
mi
r
s
e
c
r
e
t
s
h
a
r
i
n
g
f
o
r
EH
R
c
l
o
u
d
s
y
s
t
e
m,
”
J
o
u
rn
a
l
o
f
C
l
o
u
d
C
o
m
p
u
t
i
n
g
,
v
o
l
.
1
3
,
n
o
.
1
,
2
0
2
4
,
d
o
i
:
1
0
.
1
1
8
6
/
s1
3
6
7
7
-
0
2
4
-
0
0
6
7
6
-
y.
[
1
1
]
S
.
P
o
t
h
i
r
e
d
d
y
,
N
.
P
e
d
d
i
se
t
t
y
,
P
.
Y
e
l
l
a
mm
a
,
G
.
B
o
t
t
a
,
a
n
d
K
.
N
.
G
o
t
t
i
p
a
t
i
,
“
D
a
t
a
s
e
c
u
r
i
t
y
i
n
c
l
o
u
d
e
n
v
i
r
o
n
me
n
t
b
y
u
si
n
g
h
y
b
r
i
d
e
n
c
r
y
p
t
i
o
n
t
e
c
h
n
i
q
u
e
:
a
c
o
m
p
r
e
h
e
n
si
v
e
st
u
d
y
o
n
e
n
h
a
n
c
i
n
g
c
o
n
f
i
d
e
n
t
i
a
l
i
t
y
a
n
d
r
e
l
i
a
b
i
l
i
t
y
,
”
I
n
t
e
rn
a
t
i
o
n
a
l
J
o
u
r
n
a
l
o
f
I
n
t
e
l
l
i
g
e
n
t
En
g
i
n
e
e
ri
n
g
a
n
d
S
y
s
t
e
m
s
,
v
o
l
.
1
7
,
n
o
.
2
,
p
p
.
1
5
9
–
1
7
0
,
2
0
2
4
,
d
o
i
:
1
0
.
2
2
2
6
6
/
i
j
i
e
s
2
0
2
4
.
0
4
3
0
.
1
4
.
[
1
2
]
Z.
S
u
l
t
a
n
a
a
n
d
D
.
K
u
m
a
r
,
“
M
e
d
i
c
a
l
d
a
t
a
p
r
i
v
a
c
y
r
e
p
r
e
s
e
n
t
a
t
i
o
n
w
i
t
h
i
mp
r
o
v
e
d
e
n
c
r
y
p
t
i
o
n
a
l
g
o
r
i
t
h
m,
”
I
n
t
e
rn
a
t
i
o
n
a
l
J
o
u
rn
a
l
o
f
I
n
t
e
l
l
i
g
e
n
t
S
y
s
t
e
m
s
a
n
d
A
p
p
l
i
c
a
t
i
o
n
s
i
n
E
n
g
i
n
e
e
ri
n
g
,
v
o
l
.
1
2
,
n
o
.
8
s
,
p
p
.
5
8
1
–
5
9
1
,
2
0
2
4
.
[
1
3
]
V
.
A
n
a
n
t
h
a
k
r
i
s
h
n
a
a
n
d
C
.
S
.
Y
a
d
a
v
,
“
I
n
n
o
v
a
t
i
o
n
s
i
n
c
l
o
u
d
se
c
u
r
i
t
y
:
e
n
h
a
n
c
e
d
h
y
b
r
i
d
e
n
c
r
y
p
t
i
o
n
a
p
p
r
o
a
c
h
w
i
t
h
a
u
t
h
p
r
i
v
a
c
y
c
h
a
i
n
f
o
r
e
n
h
a
n
c
e
d
s
c
a
l
a
b
i
l
i
t
y
,
”
N
a
n
o
t
e
c
h
n
o
l
o
g
y
Pe
r
c
e
p
t
i
o
n
s
,
v
o
l
.
2
0
,
n
o
.
S
2
,
p
p
.
5
6
0
–
5
7
7
,
2
0
2
4
,
d
o
i
:
1
0
.
6
2
4
4
1
/
n
a
n
o
-
n
t
p
.
v
2
0
i
S
2
.
4
2
.
[
1
4
]
Y
.
G
a
o
,
G
.
Q
u
a
n
,
S
.
H
o
msi
,
W
.
W
e
n
,
a
n
d
L.
W
a
n
g
,
“
S
e
c
u
r
e
a
n
d
e
f
f
i
c
i
e
n
t
g
e
n
e
r
a
l
ma
t
r
i
x
m
u
l
t
i
p
l
i
c
a
t
i
o
n
o
n
c
l
o
u
d
u
si
n
g
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
,
”
J
o
u
r
n
a
l
o
f
S
u
p
e
rc
o
m
p
u
t
i
n
g
,
p
p
.
1
–
1
6
,
2
0
2
4
,
d
o
i
:
1
0
.
1
0
0
7
/
s1
1
2
2
7
-
024
-
0
6
4
2
8
-
8.
[
1
5
]
B
.
A
n
a
n
t
h
a
r
a
m,
“
P
r
i
v
a
c
y
-
p
r
e
ser
v
i
n
g
i
n
c
l
o
u
d
c
o
m
p
u
t
i
n
g
f
o
r
d
a
t
a
st
o
r
a
g
e
sec
u
r
i
t
y
f
r
a
m
e
w
o
r
k
u
si
n
g
r
e
g
e
n
e
r
a
t
i
n
g
,
”
I
n
t
e
r
n
a
t
i
o
n
a
l
J
o
u
rn
a
l
o
f
C
o
m
p
u
t
e
r E
n
g
i
n
e
e
ri
n
g
a
n
d
T
e
c
h
n
o
l
o
g
y
(
I
J
C
ET)
,
v
o
l
.
1
5
,
n
o
.
1
,
p
p
.
9
0
–
1
0
0
,
2
0
2
4
.
[
1
6
]
E.
K
n
i
g
h
t
,
I
.
Y
o
l
o
u
,
J.
L
i
,
C
.
K
o
c
k
a
n
,
M
.
J
e
n
se
n
,
a
n
d
M
.
G
e
r
st
e
i
n
,
“
H
o
m
o
mo
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
:
a
n
a
p
p
l
i
c
a
t
i
o
n
t
o
p
o
l
y
g
e
n
i
c
r
i
sk
sco
r
e
s
,
”
b
i
o
Rx
i
v
,
p
p
.
1
–
2
5
,
2
0
2
4
,
d
o
i
:
1
0
.
1
1
0
1
/
2
0
2
4
.
0
5
.
2
6
.
5
9
5
9
6
1
.
[
1
7
]
K
.
S
r
a
v
a
n
t
h
i
a
n
d
P
.
C
.
S
e
k
h
a
r
,
“
A
n
e
f
f
i
c
i
e
n
t
i
n
t
e
g
r
i
t
y
v
e
r
i
f
i
c
a
t
i
o
n
b
a
s
e
d
mu
l
t
i
-
u
ser
c
l
o
u
d
a
c
c
e
ss
c
o
n
t
r
o
l
f
r
a
me
w
o
r
k
u
s
i
n
g
b
l
o
c
k
c
h
a
i
n
t
e
c
h
n
o
l
o
g
y
o
n
EH
R
d
a
t
a
b
a
se,
”
I
n
t
e
r
n
a
t
i
o
n
a
l
J
o
u
r
n
a
l
o
f
I
n
t
e
l
l
i
g
e
n
t
S
y
st
e
m
s
a
n
d
Ap
p
l
i
c
a
t
i
o
n
s
i
n
E
n
g
i
n
e
e
ri
n
g
,
v
o
l
.
1
2
,
n
o
.
9
,
p
p
.
5
3
6
–
5
4
9
,
2
0
2
4
.
[
1
8
]
D
.
J.
D
r
.
Ja
y
r
a
j
a
n
,
“
Ef
f
i
c
i
e
n
t
p
r
i
v
a
c
y
p
r
e
s
e
r
v
i
n
g
me
d
i
c
a
l
d
i
a
g
n
o
si
s
o
n
e
d
g
e
c
o
m
p
u
t
i
n
g
p
l
a
t
f
o
r
ms,”
J
o
u
r
n
a
l
o
f
S
c
i
e
n
c
e
a
n
d
T
e
c
h
n
o
l
o
g
y
,
v
o
l
.
9
,
n
o
.
1
,
p
p
.
1
–
1
0
,
2
0
2
4
,
d
o
i
:
1
0
.
4
6
2
4
3
/
j
s
t
.
2
0
2
4
.
v
9
.
i
1
.
p
p
1
-
10.
[
1
9
]
C
.
G
o
u
e
r
t
a
n
d
N
.
G
.
Tso
u
t
so
s
,
“
D
a
t
a
p
r
i
v
a
c
y
ma
d
e
e
a
s
y
:
e
n
h
a
n
c
i
n
g
a
p
p
l
i
c
a
t
i
o
n
s
w
i
t
h
h
o
m
o
m
o
r
p
h
i
c
e
n
c
r
y
p
t
i
o
n
,
”
C
ry
p
t
o
l
o
g
y
e
Pri
n
t
Arc
h
i
v
e
,
p
p
.
1
-
3
7
,
2
0
2
4
.
A
c
c
e
s
sed
:
M
a
r
1
6
,
2
0
2
4
.
[
O
n
l
i
n
e
]
,
A
v
a
i
l
a
b
l
e
:
h
t
t
p
s:
/
/
i
a
.
c
r
/
2
0
2
4
/
1
1
8
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
0
8
8
-
8
7
0
8
I
n
t J E
lec
&
C
o
m
p
E
n
g
,
Vo
l.
15
,
No
.
1
,
Feb
r
u
ar
y
20
25
:
1
152
-
1
1
6
1
1160
[
2
0
]
S
.
F
u
g
k
e
a
w
,
L.
H
a
k
,
a
n
d
T.
T
h
e
e
r
a
m
u
n
k
o
n
g
,
“
A
c
h
i
e
v
i
n
g
s
e
c
u
r
e
,
v
e
r
i
f
i
a
b
l
e
,
a
n
d
e
f
f
i
c
i
e
n
t
b
o
o
l
e
a
n
k
e
y
w
o
r
d
se
a
r
c
h
a
b
l
e
e
n
c
r
y
p
t
i
o
n
f
o
r
c
l
o
u
d
d
a
t
a
w
a
r
e
h
o
u
se,
”
I
EE
E
A
c
c
e
ss
,
v
o
l
.
1
2
,
p
p
.
4
9
8
4
8
–
4
9
8
6
4
,
2
0
2
4
,
d
o
i
:
1
0
.
1
1
0
9
/
A
C
C
ESS
.
2
0
2
4
.
3
3
8
3
3
2
0
.
[
2
1
]
J.
F
a
d
h
i
l
a
n
d
S
.
R
.
M
.
Ze
e
b
a
r
e
e
,
“
B
l
o
c
k
c
h
a
i
n
f
o
r
d
i
st
r
i
b
u
t
e
d
sy
s
t
e
m
s
sec
u
r
i
t
y
i
n
c
l
o
u
d
c
o
m
p
u
t
i
n
g
:
a
r
e
v
i
e
w
o
f
a
p
p
l
i
c
a
t
i
o
n
s
a
n
d
c
h
a
l
l
e
n
g
e
s,”
I
n
d
o
n
e
si
a
n
J
o
u
rn
a
l
o
f
C
o
m
p
u
t
e
r
S
c
i
e
n
c
e
,
v
o
l
.
1
3
,
n
o
.
2
,
2
0
2
4
,
d
o
i
:
1
0
.
3
3
0
2
2
/
i
j
c
s.
v
1
3
i
2
.
3
7
9
4
.
[
2
2
]
N
.
D
.
C
.
B
a
r
u
s
a
n
d
N
.
F
.
B
a
r
u
s,
“
D
e
v
e
l
o
p
m
e
n
t
o
f
d
a
t
a
se
c
u
r
i
t
y
a
l
g
o
r
i
t
h
ms:
a
l
i
t
e
r
a
t
u
r
e
r
e
v
i
e
w
o
n
i
n
f
o
r
ma
t
i
o
n
sec
u
r
i
t
y
i
n
t
h
e
c
o
n
t
e
x
t
o
f
b
i
g
d
a
t
a
,
”
J
o
u
r
n
a
l
I
sl
a
m
i
c
G
l
o
b
a
l
N
e
t
w
o
rk
f
o
r I
n
f
o
rm
a
t
i
o
n
T
e
c
h
n
o
l
o
g
y
a
n
d
E
n
t
re
p
re
n
e
u
rs
h
i
p
,
v
o
l
.
2
,
n
o
.
1
,
2
0
2
4
.
[
2
3
]
O
l
u
w
a
b
u
n
m
i
L
a
y
o
d
e
,
H
e
n
r
y
N
w
a
p
a
l
i
N
d
i
d
i
N
a
i
h
o
,
G
b
e
n
g
a
S
h
e
r
i
f
f
A
d
e
l
e
k
e
,
E
z
e
k
i
e
l
O
n
y
e
k
a
c
h
u
k
w
u
U
d
e
h
,
a
n
d
Ta
l
a
b
i
T
e
mi
t
o
p
e
La
b
a
k
e
,
“
D
a
t
a
p
r
i
v
a
c
y
a
n
d
se
c
u
r
i
t
y
c
h
a
l
l
e
n
g
e
s
i
n
e
n
v
i
r
o
n
me
n
t
a
l
r
e
se
a
r
c
h
:
a
p
p
r
o
a
c
h
e
s
t
o
safe
g
u
a
r
d
i
n
g
se
n
si
t
i
v
e
i
n
f
o
r
ma
t
i
o
n
,
”
I
n
t
e
r
n
a
t
i
o
n
a
l
J
o
u
r
n
a
l
o
f
A
p
p
l
i
e
d
R
e
se
a
rc
h
i
n
S
o
c
i
a
l
S
c
i
e
n
c
e
s
,
v
o
l
.
6
,
n
o
.
6
,
p
p
.
1
1
9
3
–
1
2
1
4
,
2
0
2
4
,
d
o
i
:
1
0
.
5
1
5
9
4
/
i
j
a
r
ss.
v
6
i
6
.
1
2
1
0
.
[
2
4
]
S
.
S
a
l
i
h
a
n
d
S
u
b
h
i
R
.
M
.
Z
e
e
b
a
r
e
e
,
“
U
n
v
e
i
l
i
n
g
t
h
e
s
y
n
e
r
g
i
st
i
c
r
e
l
a
t
i
o
n
sh
i
p
b
e
t
w
e
e
n
d
i
st
r
i
b
u
t
e
d
s
y
st
e
ms
a
n
d
c
l
o
u
d
c
o
m
p
u
t
i
n
g
:
a
r
e
v
i
e
w
o
f
a
r
c
h
i
t
e
c
t
u
r
a
l
t
r
e
n
d
s
,
”
I
n
d
o
n
e
s
i
a
n
J
o
u
rn
a
l
o
f
C
o
m
p
u
t
e
r
S
c
i
e
n
c
e
,
v
o
l
.
1
3
,
n
o
.
2
,
p
p
.
2
2
0
6
–
2
2
2
1
,
2
0
2
4
,
d
o
i
:
1
0
.
3
3
0
2
2
/
i
j
c
s
.
v
1
3
i
2
.
3
8
0
1
.
[
2
5
]
S
.
V
a
d
i
m,
M
.
F
i
r
d
a
u
s,
a
n
d
K
.
-
H
.
R
h
e
e
,
“
P
r
i
v
a
c
y
-
p
r
e
s
e
r
v
i
n
g
d
e
c
e
n
t
r
a
l
i
z
e
d
b
i
o
me
t
r
i
c
i
d
e
n
t
i
t
y
v
e
r
i
f
i
c
a
t
i
o
n
i
n
c
a
r
-
sh
a
r
i
n
g
sy
s
t
e
m,
”
J
o
u
rn
a
l
o
f
M
u
l
t
i
m
e
d
i
a
I
n
f
o
rm
a
t
i
o
n
S
y
st
e
m
,
v
o
l
.
1
1
,
n
o
.
1
,
p
p
.
1
7
–
3
4
,
2
0
2
4
,
d
o
i
:
1
0
.
3
3
8
5
1
/
j
mi
s
.
2
0
2
4
.
1
1
.
1
.
1
7
.
[
2
6
]
S
.
S
e
l
v
a
r
a
s
u
,
K
.
B
a
sh
k
a
r
a
n
,
K
.
R
a
d
h
i
k
a
,
S
.
V
a
l
a
r
m
a
t
h
y
,
a
n
d
S
.
M
u
r
u
g
a
n
,
“
I
o
T
-
e
n
a
b
l
e
d
me
d
i
c
a
t
i
o
n
saf
e
t
y
:
r
e
a
l
-
t
i
m
e
t
e
m
p
e
r
a
t
u
r
e
a
n
d
s
t
o
r
a
g
e
mo
n
i
t
o
r
i
n
g
f
o
r
e
n
h
a
n
c
e
d
med
i
c
a
t
i
o
n
q
u
a
l
i
t
y
i
n
h
o
s
p
i
t
a
l
s
,
”
i
n
2
n
d
I
n
t
e
r
n
a
t
i
o
n
a
l
C
o
n
f
e
re
n
c
e
o
n
A
u
t
o
m
a
t
i
o
n
,
C
o
m
p
u
t
i
n
g
a
n
d
Re
n
e
w
a
b
l
e
S
y
s
t
e
m
s
,
2
0
2
3
,
p
p
.
2
5
6
–
2
6
1
,
d
o
i
:
1
0
.
1
1
0
9
/
I
C
A
C
R
S
5
8
5
7
9
.
2
0
2
3
.
1
0
4
0
5
2
1
2
.
[
2
7
]
R
.
R
a
ma
n
,
K
.
D
h
i
v
y
a
,
P
.
S
a
p
r
a
,
S
.
G
u
r
p
u
r
,
S
.
P
.
M
a
n
i
r
a
j
,
a
n
d
S
.
M
u
r
u
g
a
n
,
“
I
o
T
-
d
r
i
v
e
n
sm
a
r
t
p
a
c
k
a
g
i
n
g
f
o
r
p
h
a
r
mac
e
u
t
i
c
a
l
s:
e
n
s
u
r
i
n
g
p
r
o
d
u
c
t
i
n
t
e
g
r
i
t
y
a
n
d
p
a
t
i
e
n
t
safet
y
,
”
2
0
2
3
,
d
o
i
:
1
0
.
1
1
0
9
/
I
C
A
I
I
H
I
5
7
8
7
1
.
2
0
2
3
.
1
0
4
8
9
4
2
0
.
[
2
8
]
A
.
D
e
e
p
a
,
R
.
La
t
h
a
,
T.
S
.
K
u
mar
,
N
.
K
.
M
a
n
i
k
a
n
d
a
n
,
J.
P
r
e
e
t
h
a
,
a
n
d
S
.
M
u
r
u
g
a
n
,
“
I
o
T
-
b
a
se
d
w
e
a
r
a
b
l
e
d
e
v
i
c
e
s f
o
r
p
e
r
so
n
a
l
saf
e
t
y
a
n
d
a
c
c
i
d
e
n
t
p
r
e
v
e
n
t
i
o
n
s
y
st
e
ms,
”
i
n
2
0
2
3
2
n
d
I
n
t
e
r
n
a
t
i
o
n
a
l
C
o
n
f
e
r
e
n
c
e
o
n
S
m
a
r
t
T
e
c
h
n
o
l
o
g
i
e
s f
o
r S
m
a
r
t
N
a
t
i
o
n
,
S
m
a
rt
T
e
c
h
C
o
n
2
0
2
3
,
2
0
2
3
,
p
p
.
1
5
1
0
–
1
5
1
4
,
d
o
i
:
1
0
.
1
1
0
9
/
S
martT
e
c
h
C
o
n
5
7
5
2
6
.
2
0
2
3
.
1
0
3
9
1
6
9
1
.
[
2
9
]
K
.
P
a
d
ma
n
a
b
a
n
,
A
.
M
.
S
e
n
t
h
i
l
K
u
m
a
r
,
H
.
A
z
a
t
h
,
A
.
K
.
V
e
l
mu
r
u
g
a
n
,
a
n
d
M
.
S
u
b
b
i
a
h
,
“
H
y
b
r
i
d
d
a
t
a
mi
n
i
n
g
t
e
c
h
n
i
q
u
e
b
a
se
d
b
r
e
a
s
t
c
a
n
c
e
r
p
r
e
d
i
c
t
i
o
n
,
”
2
0
2
3
,
d
o
i
:
1
0
.
1
0
6
3
/
5
.
0
1
1
0
2
1
6
.
[
3
0
]
M
.
S
e
n
t
h
i
l
K
u
mar,
H
.
A
z
a
t
h
,
A
.
K
.
V
e
l
mu
r
u
g
a
n
,
K
.
P
a
d
ma
n
a
b
a
n
,
a
n
d
M
.
S
u
b
b
i
a
h
,
“
P
r
e
d
i
c
t
i
o
n
o
f
a
l
z
h
e
i
m
e
r
’
s
d
i
se
a
se
u
si
n
g
h
y
b
r
i
d
m
a
c
h
i
n
e
l
e
a
r
n
i
n
g
t
e
c
h
n
i
q
u
e
,
”
i
n
AI
P
C
o
n
f
e
r
e
n
c
e
Pr
o
c
e
e
d
i
n
g
s
,
2
0
2
3
,
v
o
l
.
2
5
2
3
,
d
o
i
:
1
0
.
1
0
6
3
/
5
.
0
1
1
0
2
8
3
.
[
3
1
]
B
.
J
.
G
a
n
e
s
h
,
P
.
V
i
j
a
y
a
n
,
V
.
V
a
i
d
e
h
i
,
S
.
M
u
r
u
g
a
n
,
R
.
M
e
e
n
a
k
s
h
i
,
a
n
d
M
.
R
a
j
m
o
h
a
n
,
“
S
V
M
-
b
a
s
e
d
p
r
e
d
i
c
t
i
v
e
m
o
d
e
l
i
n
g
o
f
d
r
o
w
s
i
n
e
ss i
n
h
o
s
p
i
t
a
l
st
a
f
f
f
o
r
o
c
c
u
p
a
t
i
o
n
a
l
saf
e
t
y
s
o
l
u
t
i
o
n
v
i
a
I
o
T
i
n
f
r
a
st
r
u
c
t
u
r
e
,
”
2
0
2
4
,
d
o
i
:
1
0
.
1
1
0
9
/
I
C
4
5
7
4
3
4
.
2
0
2
4
.
1
0
4
8
6
4
2
9
.
B
I
O
G
RAP
H
I
E
S O
F
AUTH
O
RS
Ba
la
Ann
a
p
u
r
n
a
is
a
n
a
ss
o
c
i
a
te
p
ro
fe
ss
o
r
,
De
p
a
rtme
n
t
o
f
Co
m
p
u
ter
S
c
ien
c
e
a
n
d
En
g
i
n
e
e
rin
g
,
K
o
n
e
ru
Lak
s
h
m
a
iah
Ed
u
c
a
ti
o
n
F
o
u
n
d
a
t
io
n
,
Vi
jay
a
wa
d
a
,
An
d
h
ra
P
ra
d
e
sh
.
S
h
e
is
a
d
e
d
ica
ted
e
d
u
c
a
to
r
a
n
d
a
p
a
ss
io
n
a
te
re
se
a
rc
h
e
r
in
th
e
field
o
f
c
o
m
p
u
ter
sc
ien
c
e
a
n
d
e
n
g
in
e
e
rin
g
.
S
h
e
h
a
s
b
e
e
n
a
c
ti
v
e
l
y
e
n
g
a
g
e
d
in
a
c
a
d
e
m
ic
a
n
d
re
se
a
r
c
h
e
n
d
e
a
v
o
rs
fo
r
m
o
re
t
h
a
n
twe
n
ty
y
e
a
rs,
m
a
k
i
n
g
s
u
b
sta
n
t
ial
c
o
n
tri
b
u
ti
o
n
s
to
t
h
e
sc
h
o
larl
y
c
o
m
m
u
n
it
y
d
u
rin
g
t
h
is
ti
m
e
.
He
r
re
se
a
rc
h
in
tere
sts
e
n
c
o
m
p
a
ss
a
wid
e
ra
n
g
e
o
f
t
o
p
ics
i
n
c
o
m
p
u
ter
sc
ien
c
e
a
n
d
e
n
g
in
e
e
rin
g
,
with
a
sp
e
c
ifi
c
f
o
c
u
s
o
n
d
a
ta
m
in
in
g
.
S
h
e
d
e
e
p
ly
e
n
g
a
g
e
d
i
n
re
se
a
rc
h
a
re
a
s
su
c
h
a
s
c
lu
ste
ri
n
g
a
n
d
re
g
re
ss
io
n
a
n
a
ly
sis
a
n
d
h
a
v
e
a
stro
n
g
c
o
m
m
it
m
e
n
t
t
o
p
u
sh
i
n
g
t
h
e
b
o
u
n
d
a
ries
o
f
k
n
o
wle
d
g
e
in
t
h
e
se
field
s.
S
h
e
h
a
s
a
u
th
o
re
d
a
n
d
c
o
-
a
u
t
h
o
re
d
n
u
m
e
ro
u
s
re
se
a
rc
h
p
a
p
e
rs
in
re
n
o
wn
e
d
c
o
m
p
u
ter
sc
ien
c
e
a
n
d
e
n
g
i
n
e
e
rin
g
j
o
u
r
n
a
ls
a
n
d
c
o
n
fe
re
n
c
e
s.
S
h
e
a
c
ti
v
e
ly
e
n
g
a
g
e
with
th
e
in
d
u
stry
a
n
d
t
h
e
a
c
a
d
e
m
ic
c
o
m
m
u
n
it
y
t
h
ro
u
g
h
c
o
ll
a
b
o
ra
ti
v
e
re
se
a
rc
h
p
ro
jec
ts
a
n
d
c
o
n
s
u
lt
i
n
g
wo
rk
.
Th
is
p
ra
c
ti
c
a
l
e
x
p
e
rien
c
e
a
ll
o
ws
m
e
to
b
r
id
g
e
t
h
e
g
a
p
b
e
twe
e
n
th
e
o
re
ti
c
a
l
k
n
o
wle
d
g
e
a
n
d
re
a
l
-
wo
rl
d
a
p
p
li
c
a
ti
o
n
s
in
th
e
field
o
f
c
o
m
p
u
ter
sc
ien
c
e
e
n
g
in
e
e
rin
g
.
S
h
e
c
a
n
b
e
c
o
n
tac
ted
a
t
e
m
a
il
a
n
n
a
p
u
r
n
a
g
a
n
d
re
ty
@g
m
a
il
.
c
o
m
.
G
a
d
d
a
m
G
e
e
th
a
re
c
e
iv
e
d
B.
Tec
h
.
d
e
g
re
e
in
2
0
1
0
in
c
o
m
p
u
ter
sc
ien
c
e
a
n
d
e
n
g
in
e
e
rin
g
fro
m
I
n
stit
u
te
o
f
Ae
ro
n
a
u
t
ica
l
En
g
i
n
e
e
rin
g
a
n
d
Tec
h
n
o
l
o
g
y
.
M
.
T
ech
.
d
e
g
re
e
i
n
2
0
1
3
i
n
c
o
m
p
u
ter
sc
ien
c
e
a
n
d
e
n
g
i
n
e
e
rin
g
fr
o
m
In
sti
tu
te
o
f
Ae
ro
n
a
u
t
ica
l
En
g
in
e
e
rin
g
a
n
d
tec
h
n
o
l
o
g
y
a
n
d
p
u
rsu
in
g
P
h
.
D.
i
n
Co
m
p
u
ter
S
c
ien
c
e
a
n
d
En
g
in
e
e
rin
g
fr
o
m
S
RM
Un
i
v
e
rsity
.
S
h
e
is
in
tea
c
h
i
n
g
p
ro
fe
ss
io
n
f
o
r
p
a
st
1
0
y
e
a
rs.
S
h
e
p
u
b
li
s
h
e
d
1
0
p
a
p
e
rs
in
i
n
tern
a
ti
o
n
a
l
jo
u
r
n
a
ls an
d
c
o
n
fe
re
n
c
e
s.
S
h
e
c
a
n
b
e
c
o
n
tac
ted
a
t
e
m
a
il
:
g
e
e
th
a
re
d
d
y
0
4
1
2
@
g
m
a
il
.
c
o
m
.
Priy
a
n
k
a
M
a
d
h
ira
ju
is
a
n
a
ss
istan
t
p
ro
fe
ss
o
r
a
t
M
a
tru
sri
E
n
g
in
e
e
rin
g
C
o
ll
e
g
e
sin
c
e
2
0
1
5
.
S
h
e
h
a
s
1
1
y
e
a
rs
o
f
te
a
c
h
in
g
e
x
p
e
rien
c
e
.
S
h
e
c
o
m
p
lete
d
h
e
r
M
.
Tec
h
.
f
r
o
m
Ja
g
r
u
th
i
In
stit
u
te
o
f
En
g
in
e
e
rin
g
a
n
d
Tec
h
n
o
lo
g
y
(
2
0
1
1
-
2
0
1
3
),
u
n
d
e
rg
ra
d
u
a
te
fro
m
S
i
n
d
h
u
ra
C
o
ll
e
g
e
o
f
E
n
g
i
n
e
e
rin
g
a
n
d
Tec
h
n
o
l
o
g
y
(2
0
0
3
-
2
0
0
7
).
He
r
r
e
se
a
rc
h
in
tere
st
a
re
c
lo
u
d
c
o
m
p
u
ti
n
g
a
n
d
b
lo
c
k
c
h
a
i
n
tec
h
n
o
lo
g
y
.
S
h
e
h
a
s
a
tt
e
n
d
e
d
2
0
+
f
a
c
u
lt
y
d
e
v
e
lo
p
m
e
n
t
p
ro
g
ra
m
s,
i
n
tern
a
ti
o
n
a
l
c
o
n
fe
re
n
c
e
s
a
n
d
wo
r
k
sh
o
p
s.
S
h
e
h
a
s
p
u
b
li
s
h
e
d
1
0
re
se
a
rc
h
p
a
p
e
rs
in
v
a
ri
o
u
s
n
a
ti
o
n
a
l
a
n
d
in
tern
a
ti
o
n
a
l
re
p
u
ted
jo
u
rn
a
ls
.
S
h
e
c
a
n
b
e
c
o
n
tac
ted
a
t
:
p
ri
y
a
n
k
a
ra
o
m
a
d
h
iraju
@g
m
a
il
.
c
o
m
.
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
-
8
7
0
8
S
ec
u
r
ed
a
n
d
clo
u
d
-
b
a
s
ed
elec
tr
o
n
ic
h
ea
lth
r
ec
o
r
d
s
b
y
h
o
mo
mo
r
p
h
ic
en
cryp
tio
n
a
l
g
o
r
ith
m
(
B
a
la
A
n
n
a
p
u
r
n
a
)
1161
S
u
b
b
a
r
a
y
a
n
K
a
la
ise
lv
i
re
c
e
iv
e
d
th
e
M
a
ste
r
o
f
C
o
m
p
u
ter
Ap
p
li
c
a
ti
o
n
s
i
n
t
h
e
y
e
a
r
1
9
9
8
,
M
.
P
h
il
.
d
e
g
re
e
in
th
e
y
e
a
r
2
0
0
4
fro
m
B
h
a
ra
th
iar
Un
i
v
e
rsity
.
Co
m
p
lete
d
M
a
ste
r
o
f
En
g
i
n
e
e
rin
g
i
n
c
o
m
p
u
ter
sc
ien
c
e
in
th
e
y
e
a
r
2
0
0
6
a
n
d
P
h
.
D
.
in
t
h
e
y
e
a
r
2
0
2
1
i
n
An
n
a
Un
iv
e
rsity
,
Ch
e
n
n
a
i.
P
re
se
n
ted
m
o
re
th
a
n
2
0
p
a
p
e
rs
in
n
a
ti
o
n
a
l,
in
tern
a
ti
o
n
a
l
c
o
n
fe
re
n
c
e
s
a
n
d
p
u
b
li
sh
e
d
1
5
p
a
p
e
rs
i
n
i
n
tern
a
ti
o
n
a
l
jo
u
rn
a
ls
.
C
o
m
p
lete
d
D
S
T
sp
o
n
so
re
d
re
se
a
rc
h
p
r
o
jec
t
a
n
d
o
rg
a
n
ize
d
se
m
in
a
rs
a
n
d
c
a
re
e
r
o
rien
ted
p
ro
g
ra
m
m
e
sp
o
n
so
re
d
b
y
UG
C,
AICTE,
a
n
d
DBT.
Cu
rre
n
tl
y
wo
r
k
in
g
a
s
a
n
a
ss
o
c
iate
p
ro
fe
ss
o
r
a
n
d
h
e
a
d
i
n
t
h
e
d
e
p
a
rtme
n
t
o
f
c
o
m
p
u
ter
tec
h
n
o
l
o
g
y
a
t
Ko
n
g
u
En
g
in
e
e
r
in
g
Co
l
leg
e
,
Ero
d
e
.
Re
se
a
rc
h
in
tere
st
i
n
c
lu
d
e
s
c
o
m
p
u
ter
n
e
two
rk
s a
n
d
c
l
o
u
d
c
o
m
p
u
ti
n
g
.
S
h
e
c
a
n
b
e
c
o
n
tac
ted
a
t
e
m
a
il
:
k
a
la
i.
c
tu
g
@
k
o
n
g
u
.
e
d
u
.
Mi
shm
a
la
S
u
shi
t
h
h
a
s
c
o
m
p
lete
d
h
e
r
P
h
.
D
.
i
n
i
n
fo
rm
a
ti
o
n
a
n
d
c
o
m
m
u
n
ica
ti
o
n
e
n
g
in
e
e
rin
g
in
th
e
a
re
a
o
f
ima
g
e
p
ro
c
e
ss
in
g
fr
o
m
An
n
a
Un
i
v
e
rsit
y
,
C
h
e
n
n
a
i.
S
h
e
c
o
m
p
lete
d
h
e
r
M
.
E
.
in
c
o
m
p
u
ter
sc
ien
c
e
a
n
d
e
n
g
in
e
e
rin
g
fr
o
m
S
NS
C
o
ll
e
g
e
o
f
En
g
in
e
e
rin
g
a
n
d
Tec
h
n
o
l
o
g
y
a
n
d
B.
E
.
in
c
o
m
p
u
te
r
sc
ien
c
e
a
n
d
e
n
g
in
e
e
rin
g
fro
m
M
e
p
c
o
S
c
h
len
k
E
n
g
i
n
e
e
rin
g
Co
ll
e
g
e
,
S
iv
a
k
a
si.
S
h
e
h
a
s
2
0
y
e
a
rs
o
f
tea
c
h
in
g
e
x
p
e
rien
c
e
i
n
En
g
in
e
e
rin
g
c
o
ll
e
g
e
a
n
d
7
y
e
a
rs
o
f
in
d
u
strial
e
x
p
e
rien
c
e
.
S
h
e
is
c
u
rre
n
tl
y
wo
r
k
i
n
g
a
s
a
p
r
o
fe
ss
o
r
a
n
d
h
e
a
d
i
n
th
e
De
p
a
rtme
n
t
o
f
In
fo
rm
a
ti
o
n
Tec
h
n
o
l
o
g
y
in
Ad
it
h
y
a
In
st
it
u
te
o
f
Tec
h
n
o
l
o
g
y
.
He
r
re
se
a
rc
h
in
tere
sts
i
n
c
lu
d
e
in
tern
e
t
o
f
th
i
n
g
s,
n
e
two
r
k
in
g
,
c
y
b
e
r
se
c
u
rit
y
a
n
d
d
a
ta
a
n
a
ly
ti
c
s.
S
h
e
h
a
s
p
u
b
li
sh
e
d
m
o
re
th
a
n
5
0
p
a
p
e
rs
in
re
fe
re
e
d
i
n
tern
a
ti
o
n
a
l
j
o
u
r
n
a
l
a
n
d
c
o
n
fe
re
n
c
e
s.
S
h
e
is
a
M
CS
E
2
0
0
3
p
r
o
fe
ss
io
n
a
l.
S
h
e
h
a
s
p
u
b
li
s
h
e
d
o
n
e
p
a
ten
t
a
n
d
is
a
n
e
d
it
o
r
i
n
IRO
j
o
u
r
n
a
ls.
S
h
e
c
a
n
b
e
c
o
n
tac
ted
a
t
e
m
a
il
:
m
ish
m
a
la@
g
m
a
il
.
c
o
m
.
Ra
th
in
a
sa
b
a
p
a
t
h
y
Ra
m
a
d
e
v
i
c
o
m
p
lete
d
h
e
r
P
h
.
D
.
sp
e
c
ializa
ti
o
n
o
n
c
o
n
d
it
io
n
m
o
n
it
o
r
in
g
u
si
n
g
c
o
m
p
u
tati
o
n
a
l
i
n
telli
g
e
n
c
e
.
He
r
re
se
a
rc
h
in
tere
sts
in
c
lu
d
e
i
n
str
u
m
e
n
tatio
n
,
c
o
n
d
i
ti
o
n
m
o
n
i
to
ri
n
g
,
s
ig
n
a
l/
i
m
a
g
e
p
ro
c
e
ss
in
g
a
n
d
a
n
a
ly
sis
,
a
p
p
l
ica
ti
o
n
s
o
f
a
rti
ficia
l
n
e
u
ra
l
n
e
two
rk
,
f
u
z
z
y
l
o
g
ic
a
n
d
w
a
v
e
let
t
ra
n
sfo
rm
.
S
h
e
h
a
s
m
o
re
th
a
n
2
5
y
e
a
rs
o
f
tea
c
h
in
g
a
n
d
re
se
a
rc
h
e
x
p
e
rien
c
e
a
n
d
a
u
t
h
o
re
d
n
e
a
rly
5
0
re
se
a
rc
h
a
rti
c
les
/b
o
o
k
s
i
n
re
p
u
ted
jo
u
r
n
a
ls/co
n
fe
re
n
c
e
s
in
th
e
se
fie
ld
s.
S
h
e
is
se
rv
i
n
g
a
s
a
n
e
d
it
o
ri
a
l
m
e
m
b
e
r
a
n
d
re
v
iew
e
r
o
f
se
v
e
ra
l
n
a
ti
o
n
a
l/
in
ter
n
a
ti
o
n
a
l
re
p
u
ted
jo
u
rn
a
ls.
Dr.
R.
Ra
m
a
d
e
v
i
is
t
h
e
m
e
m
b
e
r
o
f
m
a
n
y
in
tern
a
ti
o
n
a
l
a
ffil
iati
o
n
s
.
S
h
e
c
a
n
b
e
c
o
n
tac
t
a
t
e
m
a
il
:
ra
m
a
d
e
v
ir.
ss
e
@s
a
v
e
e
th
a
.
c
o
m
.
Pra
m
o
d
Pa
n
d
e
y
wa
s
b
o
rn
in
In
d
ia
in
1
9
7
5
.
He
re
c
e
iv
e
d
h
is
M
.
Tec
h
.
a
n
d
P
h
.
D
.
d
e
g
re
e
fro
m
I
n
d
ia
n
I
n
stit
u
te
o
f
Tec
h
n
o
l
o
g
y
Ka
n
p
u
r
In
d
ia
i
n
2
0
0
4
a
n
d
2
0
1
2
re
sp
e
c
ti
v
e
ly
.
He
h
a
s
wo
rk
e
d
a
s
sc
ien
ti
st
a
t
Ko
re
a
Ato
m
ic
En
e
rg
y
Re
se
a
rc
h
In
sti
tu
te
Da
e
jeo
n
S
o
u
th
Ko
re
a
,
M
a
rie
Cu
ries
P
o
st
-
Do
c
t
o
ra
l
f
e
ll
o
w
a
t
DCU
Du
b
li
n
Ire
lan
d
,
Re
se
a
rc
h
Estab
l
ish
m
e
n
t
O
ffice
r
a
t
IIT
Ka
n
p
u
r
,
a
n
d
h
a
s
R&
D
i
n
d
u
strial
e
x
p
e
rien
c
e
in
d
e
sig
n
a
n
d
d
e
v
e
lo
p
m
e
n
t
o
f
o
p
h
th
a
lmic
in
stru
m
e
n
ts.
P
re
se
n
tl
y
h
e
is
wo
rk
i
n
g
a
s
a
ss
istan
t
p
ro
fe
ss
o
r
a
t
S
y
m
b
io
sis
In
sti
tu
te
o
f
Tec
h
n
o
l
o
g
y
Na
g
p
u
r.
Ap
a
rt
fro
m
th
is
Dr.
P
a
n
d
e
y
h
a
s
wo
r
k
e
d
i
n
se
v
e
ra
l
o
th
e
r
p
ro
jec
ts
fu
n
d
e
d
fro
m
S
c
ien
c
e
F
o
u
n
d
a
ti
o
n
Ire
lan
d
a
n
d
Eu
r
o
p
e
a
n
Un
i
o
n
C
o
m
m
issio
n
.
Dr.
P
a
n
d
e
y
is t
ra
in
e
d
l
a
se
r
s
a
fe
ty
o
ffice
r,
fro
m
P
ro
-
Li
te
Tec
h
n
o
lo
g
y
Lt
d
,
I
n
n
o
v
a
ti
o
n
Ce
n
tre
,
C
ra
n
field
Un
i
v
e
rsity
Un
i
ted
Kin
g
d
o
m
.
He
is
a
m
e
m
b
e
r
o
f
I
EE
E
a
n
d
h
a
s
a
b
o
u
t
1
3
i
n
tern
a
ti
o
n
a
l
jo
u
rn
a
l
p
u
b
li
c
a
ti
o
n
s
in
re
p
u
ted
jo
u
r
n
a
ls
a
n
d
a
tt
e
n
d
e
d
a
b
o
u
t
2
5
in
ter
n
a
ti
o
n
a
l
a
n
d
n
a
ti
o
n
a
l
c
o
n
fe
re
n
c
e
s.
His
re
s
e
a
rc
h
in
tere
st
in
c
lu
d
e
s
las
e
r
p
las
m
a
a
p
p
li
c
a
ti
o
n
s
in
i
n
d
u
stries
a
n
d
m
e
d
ica
l
field
s
a
n
d
m
a
n
y
m
o
re
re
late
d
field
s.
He
c
a
n
b
e
c
o
n
tac
t
a
t
e
m
a
il
:
p
ra
m
o
d
.
p
a
n
d
e
y
@s
it
n
a
g
p
u
r.
siu
.
e
d
u
.
in
.
Evaluation Warning : The document was created with Spire.PDF for Python.