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12/21/2016
1
A comprehensive CT radiation dose reduction and protocol standardization program in a complex tertiary hospital system
Prabhakar Rajiah, Jeffrey Guild, Travis Browning, Seth Toomay, Viswanathan Venkataraman, Orhan K. Oz, Anthony Whittemore, Lakshmi Ananthakrishnan, Avneesh Chhabra, Sanjeeva Kalva, Suhny Abbara
UT Southwestern Medical Center, Dallas, Texas, United States
Disclosures• Prabhakar Rajiah - Institutional Research Grant, Koninklijke Philips NV Speaker, Koninklijke
Philips NV
• Travis Browning - Advisor, McKesson Corporation
• Avneesh Chhabra - Consultant, ICON plc Author with royalties, Wolters Kluwer nv Author with royalties, Jaypee Brothers Medical Publishers Ltd
• Sanjeeva Kalva - Consultant, CeloNova Biosciences, Inc
• Suhny Abbara -Author, Reed Elsevier Editor, Reed Elsevier Institutional research agreement, Koninklijke Philips NV Institutional research agreement, Siemens AG
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Background• Radiation doses from CT- Leading cause of non-background radiation exposure
• Radiation dose should be maintained As Low As Reasonably Achievable
• Revised requirements of The Joint Commission
- Radiation dose of every CT exam should be recorded
- Investigation of cases where radiation dose exceeds reference levels
• Establishing a real-world radiation dose reduction program is challenging
Purpose• Establishing a CT radiation dose reduction program in a large complex
health system is not widely reported
• We describe a comprehensive radiation dose reduction and protocol homogenization program in a large complex system using
- Iterative process of lowest common denominator using phantom and clinical test cases
- Novel web-based information distribution system
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The problemReview of the CT protocols and radiation doses identified the following problems
Extensive heterogeneity of CT radiation doses
No established parameters
Lack of training and reliable dissemination
No robust radiation dose tracking process
Lack of uniform data storage
Extensive heterogeneity of CT protocols
Challenges
3 health systems
4 large hospitals
5 outpatient centers
Several remote locations
3 PACS systems
4 major manufacturers
21 CT systems +
9 hybrid CT
Brand new to > 10-year-old
equipment
6-slice hybrid CT to 320 slice
scanners
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Problems• Several, heterogeneous protocols
• Each location had local imaging protocols governed by local administrative body
• Different machines- multiple vendors; different software, hardware, weight limitations, etc
• Heterogeneous radiation doses for same protocols at different sites
• Variable maintenance of protocols at sites, paper or electronic
• Difficult to obtain protocols from another location without a phone call/email
CT Radiation Task Force
• A CT radiation task force was created
• Weekly CT operations meeting was established
• Coordination of stakeholders- Physicians, physicists, technologists and hospital administrators
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CT Radiation Task Force- Aims
• To optimize patient radiation dose across scanners
• To standardize and homogenize the scan protocols and their names
• To maintain or improve image quality
• To establish mechanisms to continually track the dose
• To establish a reliable training and dissemination processes
• To make protocols readily available
• To ensure adherence to imaging protocols
• All existing protocols were reviewed on a divisional basis
• 3 studies selected from the PACS for each protocol from each CT scanner
• Evaluated by a radiologist on a five point Likert scale for image quality (1-5)
• Physicist quantified the radiation dose (DLP) and image quality (CNR) using anthropomorphic phantoms
• If the image quality was maintained at the lowest dose, that protocol was programed in the scanner.
The Optimization Process
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• If the image quality was not maintained at the lowest dose, the protocol was optimized based on CNR metrics and previously optimized CT protocols
- Acquisition parameters
- Reconstruction kernels
- Iterative reconstruction levels
• The review process was repeated with the proposed protocol.
• The lowest dose which did not compromise image quality was selected
• Redundant protocols were also eliminated, merging protocols which could give similar results- Eg- Bony pelvis from CT abdomen, pelvis; Lumbar spine from CT abdomen
The Optimization Process
The Optimization Process
Tech/adminCollects 3 studies from
PACS from each scanner for each
protocol
• Radiologist- Image quality scored on Leikert scale (1-5)
• Physicist- DLP & CNR measured on anthropomorphometricphantoms
Uncompromised image quality
(3/4) at lowest dose
YES
NOTech/physics/radiologistAdjust protocol on select scannersAdjust dose based on CNRMatch other low dose scanners
Tech/physics/radiologistObtain 3-5 new studiesNew patient scanned under supervisionRecon from other CT of the same anatomy
Physics/tech programs the protocol on
the CT scanner
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Radiation dose storage• Radiation doses were tracked consistently and stored in a database
• Radimetrics was utilized to store, retrieve and analyze the radiation dose programs
Protocol homogenization
• Imaging protocol was defined across subspecialty radiologist teams
• Each protocol was reviewed by subspecialty radiologist groups
• Overlapping protocols combined
• Duplicated/outdated protocols eliminated
• New protocols developed if there was a clinical requirement
• Imaging protocols reflect specific modalities and available equipment
• After consensus, pdf document of protocol created
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• Database created linking clinical imaging protocols to scanner/machine specific acquisition parameters
• Implemented in Microsoft Access
- Contrast administration
- Imaging phases
- Radiation dose
- Electronic orders
Protocol homogenizationCLINICAL IMAGING PROTOCOL
LINK BETWEEN CLINICAL AND MACHINE PROTOCOLS
• Protocol library was made available to everybody regardless of location
• Sharepoint site or “Radpoint’
• “Source of truth” for all protocols
• Protocol pdf documents stored
Protocol storage
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Protocol change process• A “Protocol Czar” was tasked to manage protocol change process
• Standard process established to manage protocol change process
Protocol change request
Send to CT Ops Chair and Division
Chief/delegate
LIMITED
DENIED
NEW/MAJOR CHANGE
Rapid minor protocol change
workflow
New/major protocol change
workflow
Returned to requestor with
reasons
For further details, please visit QS131-ED-THA2
Results- Protocol homogenization
• Project start- May 2014
• Protocols reviewed- >2000 individual scanner protocols
• Optimization proceeded from division to division
• First division (Cardiothoracic) was completed in two months
• Entire optimization process completed in 9 months
• Total number of types of CT protocols decreased from 222 to 136
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Results- Radiation dose
• Significant improvements in radiation doses
• Improvements ranging from 23-58 % dose reduction
Results- Radiation dose
ProtocolGeometric Mean
DLP, mGy-cmImprove
ment (%)Before After
Routine abdomen,pelvis 900 690 23Renal colic 900 660 27
Routine chest 710 400 44Pulmonary embolism 960 600 38
Mesenteric CTA 1845 975 47Bony Pelvis 1170 490 58
L-Spine 1850 970 48
Boxplots showing the radiation doses of average sized patient in 7 protocols, before and after optimization
Evaluation of radiation doses for each optimized protocol over a period of one year before and one year afteimplementation was done using geometric mean to measure differences in dose
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ResultsAbdomen and Pelvis, portal venous phase
0
100
200
300
400
500
600
700
800
0 500 1000 1500 2000 2500 3000 3500 4000 4500
Nu
mbe
r of
Exa
min
atio
ns
DLP, mGy-cm
Portal Venous Abd/Pelvis
Before
After 0
10
20
30
40
50
60
70
80
90
200 250 300 350 400 450
Aver
age
CTDI
Vol,
mGy
Patient Size, WED, mm
Portal Venous Abd/Pelvis Before
OPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
0
10
20
30
40
50
60
70
200 250 300 350 400 450Av
erag
e CT
DIVo
l, m
GyPatient Size, WED, mm
Portal Venous Abd/Pelvis AfterOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
Scatter plot distribution of radiation dose, before (green) and after (blue)
Renal colic
0
50
100
150
200
250
300
350
0 500 1000 1500 2000 2500 3000 3500 4000 4500
Nu
mbe
r of
Exa
min
atio
ns
DLP, mGy-cm
Renal Colic
Before
After
0102030405060708090
100
200 250 300 350 400 450
Aver
age
CTDI
Vol,
mGy
Patient Size, WED, mm
Renal Colic BeforeOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
0
10
20
30
40
50
60
70
200 250 300 350 400 450
Aver
age
CTDI
Vol,
mGy
Patient Size, WED, mm
Renal Colic AfterOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
Scatter plot distribution of radiation dose, before (green) and after (blue)
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Routine Chest
0
100
200
300
400
500
600
700
0 500 1000 1500 2000 2500 3000 3500 4000 4500
Nu
mbe
r of
Exa
min
atio
ns
DLP, mGy-cm
Routine Chest w/o
Before
After 0
10
20
30
40
50
60
70
80
200 250 300 350 400 450
AVer
age
CTDI
Vol,
mGy
Patient Size, WED, mm
Routine Chest w/o BeforeOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
0
10
20
30
40
50
60
70
200 250 300 350 400 450Av
erag
e CT
DIVo
l, m
GyPatient Size, WED, mm
Routine Chest w/o AfterOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
Scatter plot distribution of radiation dose, before (green) and after (blue)
Pulmonary embolism
0
20
40
60
80
100
120
140
160
180
200
0 500 1000 1500 2000 2500 3000 3500 4000 4500
Nu
mbe
r of
Exa
min
atio
ns
DLP, mGy-cm
Pulmonary Embolism
Before
After
0
10
20
30
40
50
60
70
80
200 250 300 350 400 450
Aver
age
CTDI
Vol,
mGy
Patient Size, WED, mGy
Pulmonary Embolism BeforeOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
0
10
20
30
40
50
60
70
200 250 300 350 400 450
Av
era
ge
CT
DIV
ol,
mG
y
Patient Size, WED, mm
Pulmonary Embolism AfterOPC CT1 OPC CT2 OPC CT3
Scatter plot distribution of radiation dose before (green) and after (blue)
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CTA mesenteric
0
1
2
3
4
5
6
0 500 1000 1500 2000 2500 3000 3500 4000 4500
Nu
mbe
r of
Exa
min
atio
ns
DLP, mGy-cm
CTA Mesenteric
Before
After0
10
20
30
40
50
60
70
80
200 250 300 350 400 450
Aver
age
CTDI
Vol,
mGy
Patient Size, WED, mm
CTA Mesenteric BeforeOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
0
10
20
30
40
50
60
200 250 300 350 400 450
Aver
age
CTDI
Vol,
mGy
Patient Size, WED, mm
CTA Mesenteric AfterOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
Scatter plot distribution of radiation dose before (green) and after (blue)
Bony pelvis
0
5
10
15
20
25
30
35
40
45
50
0 500 1000 1500 2000 2500 3000 3500 4000
Nu
mbe
r of
Exa
min
atio
ns
DLP, mGy-cm
Bony Pelvis
before
after
0
20
40
60
80
100
200 250 300 350 400 450Av
era
ge
CT
DIV
ol,
mG
y
Patient Size, WED, mm
CT Bony Pelvis Before
OPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
0
10
20
30
40
50
60
70
200 250 300 350 400 450
Av
era
ge
CT
DIV
ol,
mG
y
Patient Size, WED, mm
CT Bony Pelvis After
OPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
Scatter plot distribution of radiation dose before (green) and after (blue)
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14
Lumbar spine
0
2
4
6
8
10
12
14
16
0 500 1000 1500 2000 2500 3000 3500 4000 4500 5000
Num
ber o
f Exa
min
atio
ns
DLP, mGy-cm
L-Spine
Before
After
0
20
40
60
80
100
120
140
160
180
200 250 300 350 400 450
Aver
age
CTDI
Vol,
mGy
Patient Size, WED, mGy
L-Spine BeforeOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
0102030405060708090
100
200 250 300 350 400 450Av
erag
e Pa
tient
CTD
IVol
, mGy
Patient Size, WED, mm
L-Spine AfterOPC CT1 OPC CT2 OPC CT3 OPC CT4 PMH RM5
Scatter plot distribution of radiation dose, before (blue) and after (orange)
• Protocol access through Radpoint
• Number of CT protocol page visits from July 2015 till date - 21,037
• Average/month - 1315
Results- Protocol Usage
0
200
400
600
800
1000
1200
1400
1600
1800
2000
Jul-15 Aug-15 Sep-15 Oct-15 Nov-15 Dec-15 Jan-16 Feb-16 Mar-16 Apr-16 May-16 Jun-16 Jul-16 Aug-16 Sep-16 Oct-16
Radpoint Usage statistics for CT protocols
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Discussion
• It is possible to establish a robust radiation dose reduction and protocol homogenization program in a complex health system
• Requires participation of all stakeholders, including radiologists, technologists, physicists and hospital administrators
• Each protocol can be optimized by an iterative process that uses both clinical and phantom data
Discussion• Training of technologists is an important component of the program and
we achieved this by incorporating this as a part of protocol change process
• Imaging protocol homogenization requires subspecialty operating committees and specific individuals to manage the process
• Dissemination of protocols was made easy by a novel web-based information distribution system
• Periodic protocol and dose review ensures consistent maintenance of quality
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ProblemExtensive heterogeneity of CT radiation doses
No established parameters
Lack of training and reliable dissemination
No robust radiation dose tracking process
Lack of uniform data storage
Extensive heterogeneity of CT protocols
Radiation doses optimized
CT protocols & names homogenized
Parameters established
Training pathway established as part of protocol change process
Radimetrics used for radiation dose tracking
Radiation doses- RadimetricsCT protocols- Protocol library, RADPoint
Solution
Conclusion• We successfully managed the complex process of homogenizing CT
protocols and optimizing radiation doses without compromising image quality
• Key elements are-
- Establishment of CT Dose task force and CT operations committee
- Iterative process of protocol optimization using phantom and clinical tests
- Novel web-based information distribution system for protocols
- Establishment of a protocol change process
- Establishment of radiation dose tracking process