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Jorne Meijer, Xander Verbeek 12-04-2015 Making trees out of paper Computer supported implementation and evaluation of clinical practice guidelines

Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

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Page 1: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Jorne Meijer, Xander Verbeek 12-04-2015

Making trees out of paper Computer supported implementation and evaluation of clinical practice guidelines

Page 2: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice
Page 3: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Netherlands Comprehensive Cancer Organization (IKNL)

• IKNL is the knowledge and quality center for oncological and

palliative care and cooperates with managers, care professionals

and patients on continuous quality improvement.

• Netherlands Cancer Registry (NCR)

• population based registry since 1989.

• medical data of 2,3 million cancer patients (>200 million data items)

• +100.000/year.

• Clinical practice guidelines

• Development, maintenance, implementation and evaluation.

• 60 guidelines oncological care (www.oncoline.nl).

Page 4: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Care quality cycle NCR

Page 5: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

International Context

• Registration

- Registration at the source, but what is the source?

• Guidelines

- More effective development, implementation, evaluation.

• Patient involvement

- Shared decision making.

- PROMS.

• Information standardization.

Page 6: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

In the consultation room Dr. Smith, surgeon

Mrs. Johnson has a consultation with Dr. Smith.

Mrs. Johnson has a breast tumor.

It has been a while since Dr. Smith has seen a case like this…

Page 7: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Gap between research and practice

Mrs. Johnson is interested in the best possible treatment. For herself.

She is entitled to it.

Dr. Smith wants to provide high quality of care to Mrs. Johnson. Even

more, it is his duty.

To keep up to date Dr. Smith has to read 27 scientific publications.

Every day….

….for breast cancer only…

Page 8: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

27/day

10/day

Page 11: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Reinterpretation of data during tumor boards

Field research: reinterpretation, new insights.

Scientific research*: different interpretation radiology 40%,

pathology 20% different treatment 10%.

* Newman, E.A., et al.,. Cancer, 2006., Lim, H.K. et al., ANZ J Surg, 2014. Whelles SA et al, Otolaryngol Head Neck Surg. 2010, Wiggans MG et al,

HPB Surg. 2013, van Hagen P et al, Int J Clin Oncol 2013, Santoso JT et al, Int J Gyn Cancer 2004,

Tumor board report as source

Higher level aggregated source document with new insights as basis for:

• Delivered care to patient.

• Transparency towards patients.

• Starting point (shared) decision support.

• Accurate registration.

Page 12: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Post Pre

Tumor

board

NCR

Guide-

line

Closed loop New knowledge generation

Decision Support Tumor board, shared decision making

Registration at the source PROMS, Tumor board report

Ambition healthcare informatics innovation program

Patient

Information

standard

Page 13: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

From guideline via tumor board to registry

Send to NCR

Guideline recommendation: Surgery

Tumor

board (EHR)

NCR (database)

Guide-

line (IKNL

knowledge

server)

Page 14: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Tumor

board (EHR)

NCR (database)

Guide-

line (IKNL

knowledge

server)

OncolinQ and Oncoguide

Information

standard

Richtlijn werkgroep

mammacarcinoom

Oncoguide OncolinQ OncolinQ

Linking Information

Sources for Quality

Oncoguide

Decision trees and

knowledge server

Page 15: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Oncoguide

Page 16: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Oncoguide

• From guideline to decision trees and information standard

- Decomposition of care pathway.

• Successfully applied to national Clinical Practice Guidelines:

- Breast cancer: 229 pages (>100.000 words) 115 data items, 73 decision trees.

- Colorectal, prostate cancer: concept.

Page 17: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice
Page 18: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice
Page 20: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Sneak preview

Page 21: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Primary treatment

Vervolgbeleid na neo-adjuvant

Grade

Eerste keuze

OF

Tweede keuze

4 x q3wk AC

cT-diameter

≤G1

>G1

Vascular invasion

<2cm

cTNM

≥2cm

Tamoxifen

≤L2

OF

Hormonale therapy

RT with Boost

L3

OF

4 x q3wk AC à 12 x q1wk paclitaxel

RT with Boost

>L3

FAC

Hormonale therapy

<cII

Chemotherapy

Vervolgbeleid na neo-adjuvant

Vervolgbeleid na neo-adjuvant

Neo-adjuvante therapy

Diagnostiek bij neo-adjuvant

FEC

≥cIII

Mrs. Johnson, 67 jaar | breast cancer

Primary treatment: Neo-adjuvant therapy by chemotherapy

___

Clinical staging Pathological staging

2,3 cm

cT-diameter

cIII

cTNM

G3

Grade

≤G1

Vascular invasion

Page 22: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Primary treatment

Vervolgbeleid na neo-adjuvant

Grade

Eerste keuze

OF

Tweede keuze

4 x q3wk AC

cT-diameter

≤G1

>G1

Vascular invasion

<2cm

cTNM

≥2cm

Tamoxifen

≤L2

OF

Hormonale therapy

RT with Boost

L3

OF

4 x q3wk AC à 12 x q1wk paclitaxel

RT with Boost

>L3

FAC

Hormonale therapy

<cII

Chemotherapy

Vervolgbeleid na neo-adjuvant

Vervolgbeleid na neo-adjuvant

Neo-adjuvante therapy

Diagnostiek bij neo-adjuvant

FEC

≥cIII

Mrs. Johnson, 67 jaar | breast cancer

Primary treatment: Neo-adjuvant therapy by chemotherapy

___

Clinical staging Pathological staging

2,3 cm

cT-diameter

cIII

cTNM

G3

Grade

≤G1

Vascular invasion

Page 23: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Primary treatment

Vervolgbeleid na neo-adjuvant

Grade

Eerste keuze

OF

Tweede keuze

4 x q3wk AC

cT-diameter

≤G1

>G1

Vascular invasion

<2cm

cTNM

≥2cm

Tamoxifen

≤L2

OF

Hormonale therapy

RT with Boost

L3

OF

4 x q3wk AC à 12 x q1wk paclitaxel

RT with Boost

>L3

FAC

Hormonale therapy

<cII

Chemotherapy

Vervolgbeleid na neo-adjuvant

Vervolgbeleid na neo-adjuvant

Neo-adjuvante therapy

Diagnostiek bij neo-adjuvant

FEC

≥cIII

Mrs. Johnson, 67 jaar | breast cancer

Primary treatment: recommendation not yet possible, enter Vascular invasion

___

Clinical staging Pathological staging

<2 cm

cT-diameter

cIII

cTNM

G3

Grade

Vascular invasion

Page 24: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Primary treatment

Vervolgbeleid na neo-adjuvant

Grade

Eerste keuze

OF

Tweede keuze

4 x q3wk AC

cT-diameter

≤G1

>G1

Vascular invasion

<2cm

cTNM

≥2cm

Tamoxifen

≤L2

OF

Hormonale therapy

RT with Boost

L3

OF

4 x q3wk AC à 12 x q1wk paclitaxel

RT with Boost

>L3

FAC

Hormonale therapy

<cII

Chemotherapy

Vervolgbeleid na neo-adjuvant

Vervolgbeleid na neo-adjuvant

Neo-adjuvante therapy

Diagnostiek bij neo-adjuvant

FEC

≥cIII

Mrs. Johnson, 67 jaar | breast cancer

Primary treatment: Neo-adjuvant therapy by 4 x q3wk AC à 12 x q1wk paclitaxel OR RT with Boost

___

Clinical staging Pathological staging

<2 cm

cT-diameter

cIII

cTNM

G3

Grade

>L3

Vascular invasion

Page 25: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Phased approach

• App and website.

• EHR systems.

• Quality and regulatory.

- Class 1 medical device.

- MDD, CE-certification.

- Maintenance and post market surveillance.

- NEN 75xx

• Clinical evaluation.

Page 26: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

OncolinQ

Page 27: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

OncolinQ – Information standard breast cancer

81

data-

items

134

data-

items

115

data-

items

NCR Dataset

Information analysis

200 tumor board

reports

Guideline analysis

Page 28: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

OncolinQ – Information standard breast cancer

81

data-

items

134

data-

items

115

data-

items

~50% NCR items in

tumor board reports

44 33

~30% guideline items

already monitored in NCR

60

Only ~60% guideline

required items currently in

tumor board reports

Page 29: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

OncolinQ – phased approach towards information standard

NCR

Tumor

board

Guide

line

Patho-

logy

Radio-

logy

Lab

Information

Standard

1

2

2 3

4

Page 30: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Better guidelines faster

Transparent decision making

More efficient registration

Transparent and better care

NCR

Tumor

board

Guide-

line

Patient

Page 31: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice
Page 32: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice
Page 33: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

www.iknl.nl

www.linkedin.com/company/iknl

twitter.com/iknl

Page 34: Making trees out of paper - HIMSS · •From guideline to decision trees and information standard - Decomposition of care pathway. •Successfully applied to national Clinical Practice

Roadmap

Informatie-

standard/

Decision trees

IKNL

Knowledge server

Research/

Clinical

evaluation

Pilots

App/Web

2014 2015

Mamma

Colorectaal

Prostaat

Long

Hematologie

Gyn

Nomogram/

Trial alert

2016

Melanoom

SUS evaluation

POC Source

registration

Methodology

from guidelines to flowcharts /

information standard

Impact QoC Prospectief

Impact QoC Retrospectief

Shared decision making

PhD

MDO / EPD

interface

Oncoguide

POC Decision

support