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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

A comprehensive CT radiation dose reduction and protocol ......• Sanjeeva Kalva - Consultant, CeloNova Biosciences, Inc • Suhny Abbara -Author, Reed Elsevier Editor, Reed Elsevier

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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

  • 12/21/2016

    2

    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

  • 12/21/2016

    3

    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

  • 12/21/2016

    4

    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

  • 12/21/2016

    5

    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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    6

    • 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

  • 12/21/2016

    7

    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

  • 12/21/2016

    10

    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

  • 12/21/2016

    11

    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)

  • 12/21/2016

    12

    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)

  • 12/21/2016

    13

    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)

  • 12/21/2016

    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

  • 12/21/2016

    15

    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

  • 12/21/2016

    16

    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