발표제목: cdm 기반보건의료융복합 빅데이터분석기술 · pdf...
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8 2015
2015(8)
: CDM
2015. 07. 16
CTO
8 2015
CDM Development Direction of Health and Medical Information Open Service
Kum Deuk Kyu, Ph. D.
CTO , uEngine Solutions.
8 2015 3
8 2015 4
4.5%
9.0%
2562020
09~13
6515%
09~13
8.6%
65.9%
8 2015 5
ICT
(10)
ICT ICT
309 3,000 R&D
ROI = 1 3.3
19.5 > 16.9
0.83 > 0.66 > 0.65
2008 2020
50,087
CAGR 17.9%1,057
2010 2020
CAGR 12.5%
11
3
8 2015 6
ICT
38%
75
41% 37%32%
42%
28% 25% 25% 28%
34% 34%40%
33%26% 27% 28%
21%
ICT
8 2015 7
DB, DWDB, DW
8 2015 8
ICT
ICT
-(Meaningful Use)
CMS, ONCEHR //
1
2 -(care.data)
/
/1
2
(2013.10.31)
8 2015 9
8 2015 10
,
..
0
10
20
30
40
50
60
70
80
90
3.125 9.375 15.625 21.875 28.125 34.375 40.625 46.875 53.125 59.375 65.625 71.875 78.125 84.375 90.625 96.875
Y
+
## 190,764 AC509
** 186,052 AC220
## 222,000 AN185
## 153,000 AC349
#### 125,007 AC169
***** 133,839 AC73
##### 113,083 AC20
, !!
8 2015 11
/..
(, )
,
1
2
3
4
+
8 2015 12
2
1
, , , ,
8 2015 13
3.0DB
10,003(data.go.kr)
/
//
59,597(data.go.kr)
/
//
2013 2014
+45,674
59,597328%
2013 2014
+4,849
10,00394%
5,154 13,923
OPEN API649
OPEN API23,735
8 2015 14
318
59,597
10,003
,
()
App
97% 3%
(308)
, (10)
-> /
App, /
8 2015 15
DB
DB
, !"
(data.go.kr)
DB
, , ->
!
8 2015 16
8 2015 17
/ /
8 2015 18
20082008
http://nia-lod.nhncorp.com/data/DS-0400/Apt/20080007
http://nia-lod.nhncorp.com/data/DS-0000/District/1108082
SubjectSubject
PredicatePredicate
ObjectObject
SubjectSubject
PredicatePredicate
ObjectObject
URI ,
RDF ,
HTTP !!
Linked Data (Web of Data) (Linked Data)
8 2015 19
OMOP CDM (Common Data Model)
8 2015 20
CDM
TypeCheck {
Pattern ( A=AND (DRUG_ERA,
OR (DRUG A, DRUG B)) )
Where ([drug_type] and A == NULL CONTEXT
work shift INTERVAL 30 min )
}
t1 t2 t3 t4
time
e1e2
Tb(e1)Te(e1)
50first
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CDM ( )
8 2015 22
ISV
+
Data Store
8 2015 23
+
+
8 2015 24
.