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"The World of Clinical Information Models"
30-jan-2014
Michael van der Zel
Clinical Information Systems Architect
CSI?
●

Techniek – letters; chinees, arabisch
你好

‫أهل وسهل‬

●

Structure – technische samenstelling

●

Syntax – zin samenstelling, leesrichting

●

Semantics – woordbetekenis

●

Context – doel en aannames voor gebruik

●

Proces – afspraken over uitvoeren

Bron: Bernd Blobel, University of Regensburg

CSI “Stairway to Heaven”
The baseline Infostructure in 2013. Will it fly? How long? With how much effort?
●

Mission
–

●

CIMI Mission & Goals

Improve the interoperability of healthcare systems through shared
implementable clinical information models. Note: implementable means models

Goals

that can be transformed into
software artifacts.

–

Establish and maintain a shared repository of detailed clinical
information models

–

Establish appropriate governance, finance, and organizational structure
for the group

–

Capture background, context, and discussions relevant to decisions
made in creating and using the model

–

Establish a fair and open process for curating the content in the model
repository

–

Promote the creation of software tools that translate the models to
other commonly used model representation languages (OWL, UML, HL7
MIF, graphic format, HTML, etc.)

–

Promote the creation of software tools that generate implementation
artifacts (XML schemas, Java class definitions, CDA templates,
GreenCDA, etc.)
Betrokken Organisaties
Ministry of Health Holdings Singapore, LifeLines
(NL), Health Intersections, ONC (USA), NHS
Connecting for Health (UK), SMArt, Electronic
Record Services, EN13606 Association (EU),
B2i Healthcare (AU), Cambio Healthcare Systems,
Canada Health Infoway (CA), CDISC, GE Healthcare
(USA), HL7, IHTSDO, Intermountain Healthcare (US),
JP Systems, Kaiser Permanente (US), Mayo Clinic
(US), National Institutes of Health (US),
Ocean Informatics (UK/AU), OpenEHR,
Results4Care (EU), South Korea Yonsei University,
Tolven, Veterans Health Administration (VA USA), ...
N.B. Amerika, Europa, Australie, Azie, … en de rest?
m ean in g : T EXT
ta rg e t: EHR_URI
type : T EXT

+l in ks

LOCATABLE

0 ..*

+
+
+

+
+
+

0..1

+p arti ci p a ti o n s

ca teg o ry: CODEABL E_T EXT
l an gua g e : CODE_ PHRASE
territory: CO DE_ PHRASE

+conte nt 0 ..*

a rch etyp e _ id : ARCHET YPE_ID
tem p l ate _i d : T EM PL AT E_ID [0 ..1]
rm _ ve rsi o n: Strin g

PARTICIPATION

0..* +
+
+

COMPOSITION
+
+
+

CIMI

ARCHETYPED

+arch e typ e _de tai l s

arche typ e _n od e_ i d : Stri ng
na m e: T EXT
ui d : UID_ BASED_ ID [0 ..1]

+p arty
PARTY_PROXY

fu ncti on : T EXT
m od e : CO DEABLE_ T EXT
ti m e : DAT E_T IM E [0 ..1 ]

1 ..1

CONTENT_ITEM

CEM

0..*
+i te m s
1 ..*
+d ata

CIMI RM 1.0.2

nul l _ fl avor: CODEABL E_T EXT [0 ..1 ]

+i te m s

SECTION

ENTRY
+

l a n gu age : CODE_ PHRASE

+val u e

ITEM
+

DATA_VALUE

0 ..1

1 ..*

Standard
Terminologies

CLUSTER
+

structure_ typ e: CODE_ PHRASE [0 ..1]

ELEMENT

CEMs
DCMs
CDA
Templates
openEHR
Archetypes
CEN
Archetypes

Repository of
Shared
Models in
a Single
Language

LRA
Models

CMETs, HMDs
RMIMs

Initial Loading of Repository

V2 “|”
LRA
V2 XML
HTML
V3 XML
FHIR
UML
openEHR
Archetype

Translators

CEN
Archetype

CDA
OWL
SOA
Payload

Thanks to Stan Huff, Intermountain Healthcare

LINK
+
+
+
Imported Intermountain Healthcare

Klinische Bouwsteen
« roo tco nce p t»
Bloodpressure

?

« roo tco nce pt»
BloodPressurePanel

S o u rce : n l.nictiz.B lo o dp re ssure -v0 .10 1

Imported OpenEHR Archetype

S o u rce
CE B l oo d P re ssu re P an e l.xm l with
M o de l V alu e S e ts (20 1 1-fe b -1 3 ).xls

«rootcon ce p t»
Blood Pressure

S o u rce h ttp://d cm .ne hta .o rg .au /ckm /
o p en E HR-E HRO B S E RVA T ION.b ody_ we ig ht.v1 .xm l

1
0..1
B lo e dd ru kmeetw a a rd e

CD

«d a ta»
Bov endruk

« q ua l ifier,e nu m e ra ...
Meetlocatie
« en u m »
+ Rech terb o ve n a rm
+ Li n ke rb o ven a rm
+ Rech terd i j
+ Li n ke rd ij
+ Rech terp o ls
+ Li n ke rp o ls
+ V in ger
+ Rech tere n kel
+ Li n ke re n ke l

1
B lo e dd ru kmeetw a a rd e
«d a ta»
Onderdruk

0..1

0..1
CD
«q u alifie r,enu m e ra ...
Meetmethode
« en um »
+ Ni et-in vasie f
+ In va si e f

0 ..1

0 ..1

PQ

CD

«d a ta »
SystolicBloodPressureMeas

«q u alifie r,e nu m e ra ...
BodyLocationPrecoord

CD

?

«q u alifie r,enu m e ra ti ...
MethodDev ice

0..1

?

PQ

PQ
« da ta»
Diastolic

0..1

B lo e dd ru kmeetw a a rd e

?

PQ

«d a ta ,d eri va ti o n»
GemiddeldeArterieleDruk

«d a ta »
MeanArterialPressureMeas

CD
0..1

« sta te,e n u m era tio n »
Body Position

CD
0 ..1

« q uali fi er,e n um era...
BodyPosition
«e n u m »
+ Hea d o f b ed ra ise d
+ Lyin g o n l eft side
+ Lyin g o n rig ht sid e
+ P ro ne
+ S ea te d
+ S ta nd in g
+ S up in e

« en u m »
+ S ta and
+ Li g g end
+ Zi tte nd
+ A ch tero verle u n end
+ La te raa l L ig ge nd
+ T re nde le n b urg

Noticeable differences:
●
Systolic & Diastolic cardinality
●
Labels.
●
With SCT code bindings.
●
Valuesets.

Noticeable differences:
●
No distinction between state & qualifier.
●
Labels.
●
Code binding external.
●
Cardinality always “0..1”?
●
Valuesets.

?

CD
« q ua l ifier,e num e ra...
Location of
measurement

« enu m »
+ In take M eth o d De vice
+ In traven o us Ca th ete r
+ T ube

«d a ta»
DiastolicBloodPressureMeas

0..1

PQ
« da ta»
Systolic

PQ
« da ta»
Mean Arterial Pressure

CD
« q ua li fi er,e num e ra...
Method

«e n u m »
+ A uscu lta tio n
+ In va sive
+ M ach in e
+ P alp a ti o n

« en u m »
+ Fi n g er
+ In tra -arte rial
+ Le ft ankl e
+ Le ft arm
+ Le ft thi g h
+ Le ft wrist
+ Rig ht a n kl e
+ Rig ht a rm
+ Rig ht thi g h
+ Rig ht wrist
+ T oe
?

?

CD
«sta te »
Position

« en u m »
+ Lyi ng
+ Lyi ng wi th ti lt to l e ft
+ Recl ini n g
+ S ittin g
+ S ta ndi ng

Noticeable differences:
●
Cardinality always “0..1”?
●
Labels.
●
No code bindings.
●
Valuesets.

“Some (models) are more equal
than others”
– George Orwell
Thanks to Linda Bird, MOH Holdings, Singnapore

Diagnosis Example
be l
Cu d e
t i c Mo
an al
e m i n ic
os Cl
Is
le m
ob
Concept
r
P
Clinical Model
Cubes
Granularity
Medical Condition
(e.g. Diabetes Record)
Questionnaire
Apgar Score
Propensity to
Adverse Reaction
Full BP

Systolic Bp

Number of Data Elements →
Wearables & Implantables
H+ “Where information meets biology”

blood flow
heart rate
vascular pressure
adrenal secretion
oxygen intake
digestion
bone growth
circulation
excretion

heart regulation
maintenance of tissue moisture
thyroid secretion
nutrient absorption
salivary secretion
carbon dioxide removal
ocular transmission
cochlear transmission

H+ WebSeries https://www.youtube.com/watch?v=otlbZQ4zv_I

cellular repair
immune system response
detoxification
protein synthesis
homeostasis regulation
insulin production
nervous system response
respiration
“All models are wrong,
some are useful”
– George Box

@ m.van.der.zel AT umcg.nl

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UMCG All about data 2014 World of Clinical Information Models CIMI

  • 1. "The World of Clinical Information Models" 30-jan-2014 Michael van der Zel Clinical Information Systems Architect
  • 3. ● Techniek – letters; chinees, arabisch 你好 ‫أهل وسهل‬ ● Structure – technische samenstelling ● Syntax – zin samenstelling, leesrichting ● Semantics – woordbetekenis ● Context – doel en aannames voor gebruik ● Proces – afspraken over uitvoeren Bron: Bernd Blobel, University of Regensburg CSI “Stairway to Heaven”
  • 4. The baseline Infostructure in 2013. Will it fly? How long? With how much effort?
  • 5. ● Mission – ● CIMI Mission & Goals Improve the interoperability of healthcare systems through shared implementable clinical information models. Note: implementable means models Goals that can be transformed into software artifacts. – Establish and maintain a shared repository of detailed clinical information models – Establish appropriate governance, finance, and organizational structure for the group – Capture background, context, and discussions relevant to decisions made in creating and using the model – Establish a fair and open process for curating the content in the model repository – Promote the creation of software tools that translate the models to other commonly used model representation languages (OWL, UML, HL7 MIF, graphic format, HTML, etc.) – Promote the creation of software tools that generate implementation artifacts (XML schemas, Java class definitions, CDA templates, GreenCDA, etc.)
  • 6. Betrokken Organisaties Ministry of Health Holdings Singapore, LifeLines (NL), Health Intersections, ONC (USA), NHS Connecting for Health (UK), SMArt, Electronic Record Services, EN13606 Association (EU), B2i Healthcare (AU), Cambio Healthcare Systems, Canada Health Infoway (CA), CDISC, GE Healthcare (USA), HL7, IHTSDO, Intermountain Healthcare (US), JP Systems, Kaiser Permanente (US), Mayo Clinic (US), National Institutes of Health (US), Ocean Informatics (UK/AU), OpenEHR, Results4Care (EU), South Korea Yonsei University, Tolven, Veterans Health Administration (VA USA), ... N.B. Amerika, Europa, Australie, Azie, … en de rest?
  • 7. m ean in g : T EXT ta rg e t: EHR_URI type : T EXT +l in ks LOCATABLE 0 ..* + + + + + + 0..1 +p arti ci p a ti o n s ca teg o ry: CODEABL E_T EXT l an gua g e : CODE_ PHRASE territory: CO DE_ PHRASE +conte nt 0 ..* a rch etyp e _ id : ARCHET YPE_ID tem p l ate _i d : T EM PL AT E_ID [0 ..1] rm _ ve rsi o n: Strin g PARTICIPATION 0..* + + + COMPOSITION + + + CIMI ARCHETYPED +arch e typ e _de tai l s arche typ e _n od e_ i d : Stri ng na m e: T EXT ui d : UID_ BASED_ ID [0 ..1] +p arty PARTY_PROXY fu ncti on : T EXT m od e : CO DEABLE_ T EXT ti m e : DAT E_T IM E [0 ..1 ] 1 ..1 CONTENT_ITEM CEM 0..* +i te m s 1 ..* +d ata CIMI RM 1.0.2 nul l _ fl avor: CODEABL E_T EXT [0 ..1 ] +i te m s SECTION ENTRY + l a n gu age : CODE_ PHRASE +val u e ITEM + DATA_VALUE 0 ..1 1 ..* Standard Terminologies CLUSTER + structure_ typ e: CODE_ PHRASE [0 ..1] ELEMENT CEMs DCMs CDA Templates openEHR Archetypes CEN Archetypes Repository of Shared Models in a Single Language LRA Models CMETs, HMDs RMIMs Initial Loading of Repository V2 “|” LRA V2 XML HTML V3 XML FHIR UML openEHR Archetype Translators CEN Archetype CDA OWL SOA Payload Thanks to Stan Huff, Intermountain Healthcare LINK + + +
  • 8. Imported Intermountain Healthcare Klinische Bouwsteen « roo tco nce p t» Bloodpressure ? « roo tco nce pt» BloodPressurePanel S o u rce : n l.nictiz.B lo o dp re ssure -v0 .10 1 Imported OpenEHR Archetype S o u rce CE B l oo d P re ssu re P an e l.xm l with M o de l V alu e S e ts (20 1 1-fe b -1 3 ).xls «rootcon ce p t» Blood Pressure S o u rce h ttp://d cm .ne hta .o rg .au /ckm / o p en E HR-E HRO B S E RVA T ION.b ody_ we ig ht.v1 .xm l 1 0..1 B lo e dd ru kmeetw a a rd e CD «d a ta» Bov endruk « q ua l ifier,e nu m e ra ... Meetlocatie « en u m » + Rech terb o ve n a rm + Li n ke rb o ven a rm + Rech terd i j + Li n ke rd ij + Rech terp o ls + Li n ke rp o ls + V in ger + Rech tere n kel + Li n ke re n ke l 1 B lo e dd ru kmeetw a a rd e «d a ta» Onderdruk 0..1 0..1 CD «q u alifie r,enu m e ra ... Meetmethode « en um » + Ni et-in vasie f + In va si e f 0 ..1 0 ..1 PQ CD «d a ta » SystolicBloodPressureMeas «q u alifie r,e nu m e ra ... BodyLocationPrecoord CD ? «q u alifie r,enu m e ra ti ... MethodDev ice 0..1 ? PQ PQ « da ta» Diastolic 0..1 B lo e dd ru kmeetw a a rd e ? PQ «d a ta ,d eri va ti o n» GemiddeldeArterieleDruk «d a ta » MeanArterialPressureMeas CD 0..1 « sta te,e n u m era tio n » Body Position CD 0 ..1 « q uali fi er,e n um era... BodyPosition «e n u m » + Hea d o f b ed ra ise d + Lyin g o n l eft side + Lyin g o n rig ht sid e + P ro ne + S ea te d + S ta nd in g + S up in e « en u m » + S ta and + Li g g end + Zi tte nd + A ch tero verle u n end + La te raa l L ig ge nd + T re nde le n b urg Noticeable differences: ● Systolic & Diastolic cardinality ● Labels. ● With SCT code bindings. ● Valuesets. Noticeable differences: ● No distinction between state & qualifier. ● Labels. ● Code binding external. ● Cardinality always “0..1”? ● Valuesets. ? CD « q ua l ifier,e num e ra... Location of measurement « enu m » + In take M eth o d De vice + In traven o us Ca th ete r + T ube «d a ta» DiastolicBloodPressureMeas 0..1 PQ « da ta» Systolic PQ « da ta» Mean Arterial Pressure CD « q ua li fi er,e num e ra... Method «e n u m » + A uscu lta tio n + In va sive + M ach in e + P alp a ti o n « en u m » + Fi n g er + In tra -arte rial + Le ft ankl e + Le ft arm + Le ft thi g h + Le ft wrist + Rig ht a n kl e + Rig ht a rm + Rig ht thi g h + Rig ht wrist + T oe ? ? CD «sta te » Position « en u m » + Lyi ng + Lyi ng wi th ti lt to l e ft + Recl ini n g + S ittin g + S ta ndi ng Noticeable differences: ● Cardinality always “0..1”? ● Labels. ● No code bindings. ● Valuesets. “Some (models) are more equal than others” – George Orwell
  • 9. Thanks to Linda Bird, MOH Holdings, Singnapore Diagnosis Example
  • 10. be l Cu d e t i c Mo an al e m i n ic os Cl Is le m ob Concept r P
  • 12. Granularity Medical Condition (e.g. Diabetes Record) Questionnaire Apgar Score Propensity to Adverse Reaction Full BP Systolic Bp Number of Data Elements →
  • 13. Wearables & Implantables H+ “Where information meets biology” blood flow heart rate vascular pressure adrenal secretion oxygen intake digestion bone growth circulation excretion heart regulation maintenance of tissue moisture thyroid secretion nutrient absorption salivary secretion carbon dioxide removal ocular transmission cochlear transmission H+ WebSeries https://www.youtube.com/watch?v=otlbZQ4zv_I cellular repair immune system response detoxification protein synthesis homeostasis regulation insulin production nervous system response respiration
  • 14. “All models are wrong, some are useful” – George Box @ m.van.der.zel AT umcg.nl