De-Id Profile Examples

We are listing in this section a few profile examples for illustration purposes ONLY.

Multi files de-id profile

Here is an example profile that covers most of the available deid file profile and a few of the available settings. The profile can be downloaded here.

name: An example de-id profile

description: A de-id profile that show case a lot of the available settings

dicom:
  remove-private-tags: true
  date-increment: 10
  filenames:
    - input-regex: '.*'
      output: '{SOPInstanceUID}.dcm'
  fields:
    - name: PatientID
      replace-with: MY_PATIENT_ID
    - name: StudyInstanceUID
      hashuid: true
    - name: SeriesInstanceUID
      hashuid: true
    - name: SOPInstanceUID
      hashuid: true
    - name: PatientName
      remove: true
    - name: AccessionNumber
      remove: true
    - name: InstitutionName
      remove: true
    - name: InstitutionAddress
      remove: true
    - name: ReferringPhysicianName
      remove: true
    - name: ReferringPhysicianAddress
      remove: true
    - name: ReferringPhysicianTelephoneNumbers
      remove: true
    - name: InstitutionalDepartmentName
      remove: true
    - name: PhysiciansOfRecord
      remove: true
    - name: PerformingPhysicianName
      remove: true
    - name: NameOfPhysiciansReadingStudy
      remove: true
    - name: OperatorsName
      remove: true
    - name: AdmittingDiagnosesDescription
      remove: true
    - name: PatientBirthTime
      remove: true
    - name: PatientInsurancePlanCodeSequence
      remove: true
    - name: OtherPatientIDs
      remove: true
    - name: OtherPatientNames
      remove: true
    - name: OtherPatientIDsSequence
      remove: true
    - name: PatientBirthName
      remove: true
    - name: PatientAddress
      remove: true
    - name: PatientMotherBirthName
      remove: true
    - name: MilitaryRank
      remove: true
    - name: MedicalRecordLocator
      remove: true
    - name: PatientTelephoneNumbers
      remove: true
    - name: EthnicGroup
      remove: true
    - name: Occupation
      remove: true
    - name: AdditionalPatientHistory
      remove: true
    - name: ResponsiblePerson
      remove: true
    - name: PatientComments
      remove: true
    - name: ClinicalTrialSponsorName
      remove: true
    - name: ClinicalTrialProtocolID
      remove: true
    - name: ClinicalTrialProtocolName
      remove: true
    - name: ClinicalTrialSiteID
      remove: true
    - name: ClinicalTrialSiteName
      remove: true
    - name: ClinicalTrialSubjectID
      remove: true
    - name: ClinicalTrialTimePointID
      remove: true
    - name: ClinicalTrialTimePointDescription
      remove: true
    - name: ClinicalTrialCoordinatingCenterName
      remove: true
    - name: ProtocolName
      remove: true
    - name: ImageComments
      remove: true
    - name: StudyComments
      remove: true
    - name: RequestingPhysician
      remove: true
    - name: RequestAttributesSequence
      remove: true
    - name: NamesOfIntendedRecipientsOfResults
      remove: true
    - name: PersonIdentificationCodeSequence
      remove: true
    - name: PersonAddress
      remove: true
    - name: PersonTelephoneNumbers
      remove: true
    - name: VerifyingObserverName
      remove: true
    - name: PersonName
      remove: true
    - name: ContentSequence
      remove: true
    - name: ContentCreatorName
      remove: true
    - name: ReviewerName
      remove: true
    - name: OriginalAttributesSequence
      remove: true
    - name: StudyDescription
      remove: true
    - name: DerivationDescription
      remove: true
    - name: ClinicalTrialSeriesDescription
      remove: true
    - name: TherapyDescription
      remove: true
    - name: InterventionDescription
      remove: true
    - name: RequestedProcedureDescription
      remove: true
    - name: AcquisitionProtocolDescription
      remove: true
    - name: ScheduledStationAETitle
      remove: true
    - name: ScheduledPerformingPhysicianName
      remove: true
    - name: DeviceDescription
      remove: true
    - name: DischargeDiagnosisDescription
      remove: true
    - name: StationName
      remove: true
    - name: ScheduledStationName
      remove: true
    - name: PerformedStationAETitle
      remove: true
    - name: PerformedStationName
      remove: true
    - name: PerformedProcedureStepDescription
      remove: true
    - name: DeviceSerialNumber
      remove: true
    - name: PerformedProcedureStepID
      remove: true
    - name: ClinicalTrialSubjectReadingID
      remove: true
    - name: IssuerOfPatientID
      remove: true
    - name: DigitalSignaturesSequence
      remove: true
    - regex: .*IdentificationSequence.*
      remove: true
    - name: NameOfPhysiciansReadingStudy
      remove: true
    - regex: .*DateTime.*
      increment-datetime: true
    - regex: .*Date(?!Time).*
      increment-date: true
    - name: FrameOfReferenceUID
      hashuid: true
    - regex: .*InstanceCreatorUID.*
      hashuid: true
    - regex: .*DimensionOrganizationUID.*
      hashuid: true
    - regex: .*ReferencedSOPInstanceUID.*
      hashuid: true

zip:
  filenames:
  - input-regex: '(?P<used>.*).dcm.zip$'
    output: '{used}.dcm.zip'
  hash-subdirectories: true
  validate-zip-members: true
  fields:
  - name: comment
    replace-with: FLYWHEEL

jpg:
  filenames:
    - output: '{name}.jpg'
      input-regex: '(?P<name>.*)\.jpg$'
  date-increment: -17
  remove-gps: True
  fields:
  - name: DateTime
    increment-datetime: true
  - name: Artist
    remove: true
  - name: DateTimeOriginal
    increment-datetime: true
  - name: DateTimeDigitized
    increment-datetime: true
  - name: CameraOwnerName
    replace-with: 'REDACTED'

png:
  filenames:
    - output: '{name_value}.png'
      input-regex: '(?P<name_value>.*)\.png'
  remove-private-chunks: True
  fields:
    - name: tEXt
      remove: true
    - name: eXIf
      remove: true

tiff:
  filenames:
    - output: '{DateTime}_{name_value}.tiff'
      input-regex: '(?P<name_value>.*)\.tiff'
  date-increment: -17
  remove-private-tags: True
  fields:
    - name: DateTime
      increment-datetime: true
    - name: Software
      remove: true
    - name: Model
      replace-with: 'REDACTED'

xml:
  date-increment: -17
  fields:
    - name: /Patient/Patient_Date_Of_Birth
      replace-with: '1900-01-01'
    - name: /Patient/Patient_Name
      remove: true
    - name: /Patient/SUBJECT_ID
      hash: true
    - name: /Patient/Visit/Scan/ScanTime
      increment-datetime: true

json:
  date-increment: 1
  filenames:
    - output: '{label}_{filename}.json'
      input-regex: '(?P<filename>.*)\.json$'
  fields:
    - name: timestamp
      increment-datetime: True
    - name: info.SiteID
      remove: True
      # regex-sub will be applied first in fields list when processing file
    - name: label
      regex-sub:
        - input-regex: '(?P<current_label>.*)'
          output: '{current_label}_{subject.lastname}_{timestamp}'
          groups:
            - name: current_label
              replace-with: 'one_cool_cat'
            - name: subject.lastname
              keep: true
            - name: timestamp
              increment-datetime: True
    - regex: info\.subject_raw\..*
      replace-with: "REDACTED"
    - name: info.test
      replace-with:
        new: value
        type: dict

key-value-text-file:
  delimiter: '\s+=\s+'
  encoding: 'utf-8'
  filenames:
    - input-regex: '(?P<first>.*)-(?P<second>.*)-OD-(?P<third>.*)-OCT.mhd'
      output: '{first}-{second}-OD-{third}-OCT.mhd'
      groups:
        - name: first
          replace-with: '111111'
        - name: second
          hash: true
  fields:
    - name: ElementDataFile
      regex-sub:
        - input-regex: '(?P<first>.*)-(?P<second>.*)-OD-(?P<third>.*)-OCT.raw'
          output: '{first}-{second}-OD-{third}-OCT.raw'
          groups:
            - name: first
              replace-with: '111111'
            - name: second
              hash: true
    - name: Spam
      replace-with: Eggs

csv:
  date-increment: 1
  date-format: "%Y-%m-%d"
  datetime-format: "%d%b%Y %H:%M:%S"
  filenames:
    - output: '{info}_{date}.dcm'
      input-regex: '^(?P<info>\w+)-(?P<date>\d{4}-\d{2}-\d{2}).dcm$'
      groups:
        - name: date
          increment-date: true
  fields:
    - name: SeriesDateTime
      increment-datetime: True
    - name: SeriesNumber
      remove: True
      # regex-sub will be applied first in fields list when processing file
    - name: SiteSubject
      regex-sub:
        - input-regex: '(?P<current_value>.*)'
          output: '{current_value}_{SeriesNumber}_{SeriesDateTime}'
          groups:
            - name: current_value
              replace-with: 'one_cool_cat'
            - name: SeriesNumber
              keep: true
            - name: SeriesDateTime
              increment-datetime: True

Part 15 Compliant DICOM de-id profile

Here is an example of a best effort profile that aligns with the DICOM Part 15E Attribute Confidentiality Profile guidelines. It includes:

  • actions for public dicom tags as specified by NEMA.

  • retention of private dicom tags specified safe by NEMA.

  • removal of long modified dates.

  • removal of all tags not specified in the profile.

  • recursion through sequence data element.

The profile can be downloaded here.

name: retain_safe_private_uids_modified_dates
description: De-identification profile compliant with the DICOM standard part 15E with
  safe private tags retained with long modified dates retained
dicom:
  filenames:
    - output: '{filename}.dcm'
      input-regex: ^(?P<filename>.*)$
  remove-private-tags: true
  recurse-sequence: true
  date-increment: 63
  fields:
    - name: AccessionNumber
      replace-with: ''
    - name: AcquisitionComments
      remove: true
    - name: AcquisitionContextSequence
      replace-with: []
    - name: AcquisitionDate
      increment-date: true
    - name: AcquisitionDateTime
      increment-datetime: true
    - name: AcquisitionDeviceProcessingDescription
      replace-with: ' '
    - name: AcquisitionFieldOfViewLabel
      replace-with: ' '
    - name: AcquisitionProtocolDescription
      remove: true
    - name: AcquisitionTime
      remove: true
    - name: AcquisitionUID
      hashuid: true
    - name: ActualHumanPerformersSequence
      remove: true
    - name: AdditionalPatientHistory
      remove: true
    - name: AddressTrial
      remove: true
    - name: AdmissionID
      remove: true
    - name: AdmittingDate
      increment-date: true
    - name: AdmittingDiagnosesCodeSequence
      remove: true
    - name: AdmittingDiagnosesDescription
      remove: true
    - name: AdmittingTime
      remove: true
    - name: AffectedSOPInstanceUID
      remove: true
    - name: Allergies
      remove: true
    - name: (0040,B034)
      remove: true
    - name: AnnotationGroupDescription
      remove: true
    - name: AnnotationGroupLabel
      replace-with: ' '
    - name: AnnotationGroupUID
      replace-with: ''
    - name: ApprovalStatusDateTime
      increment-datetime: true
    - name: Arbitrary
      remove: true
    - name: AssertionDateTime
      increment-datetime: true
    - name: AssertionExpirationDateTime
      increment-datetime: true
    - name: AttributeModificationDateTime
      increment-datetime: true
    - name: AuthorObserverSequence
      remove: true
    - name: BarcodeValue
      replace-with: ''
    - name: BeamDescription
      remove: true
    - name: BeamHoldTransitionDateTime
      increment-datetime: true
    - name: BolusDescription
      remove: true
    - name: BranchOfService
      remove: true
    - name: CalibrationDate
      increment-date: true
    - name: CalibrationDateTime
      increment-datetime: true
    - name: CalibrationTime
      remove: true
    - name: CameraOwnerName
      remove: true
    - name: CassetteID
      remove: true
    - name: CertificateOfSigner
      replace-with: ''
    # Commented out until pydicom get updated to 3+
    # - name: CertifiedTimestamp
    #   hash: true
    - name: ClinicalTrialCoordinatingCenterName
      replace-with: ''
    - name: ClinicalTrialProtocolEthicsCommitteeApprovalNumber
      remove: true
    - name: ClinicalTrialProtocolEthicsCommitteeName
      replace-with: ' '
    - name: ClinicalTrialProtocolID
      replace-with: ' '
    - name: ClinicalTrialProtocolName
      replace-with: ''
    - name: ClinicalTrialSeriesDescription
      remove: true
    - name: ClinicalTrialSeriesID
      remove: true
    - name: ClinicalTrialSiteID
      replace-with: ''
    - name: ClinicalTrialSiteName
      replace-with: ''
    - name: ClinicalTrialSponsorName
      replace-with: ' '
    - name: ClinicalTrialSubjectID
      replace-with: ' '
    - name: ClinicalTrialSubjectReadingID
      replace-with: ' '
    - name: ClinicalTrialTimePointDescription
      remove: true
    - name: ClinicalTrialTimePointID
      replace-with: ''
    - name: CommentsOnRadiationDose
      remove: true
    - name: CommentsOnThePerformedProcedureStep
      remove: true
    - name: CompensatorDescription
      remove: true
    - name: ConcatenationUID
      hashuid: true
    - name: ConceptualVolumeCombinationDescription
      replace-with: ''
    - name: ConceptualVolumeDescription
      replace-with: ''
    - name: ConceptualVolumeUID
      hashuid: true
    - name: ConfidentialityConstraintOnPatientDataDescription
      remove: true
    - name: ConstituentConceptualVolumeUID
      hashuid: true
    - name: ConsultingPhysicianName
      replace-with: ''
    - name: ConsultingPhysicianIdentificationSequence
      remove: true
    - name: ContainerComponentID
      remove: true
    - name: ContainerDescription
      remove: true
    - name: ContainerIdentifier
      replace-with: ' '
    - name: ContentCreatorIdentificationCodeSequence
      remove: true
    - name: ContentCreatorName
      replace-with: ' '
    - name: ContentDate
      increment-date: true
    - name: ContentSequence
      replace-with: []
    - name: ContentTime
      remove: true
    - name: ContextGroupLocalVersion
      increment-datetime: true
    - name: ContextGroupVersion
      increment-datetime: true
    - name: ContrastBolusAgent
      replace-with: ' '
    - name: ContrastBolusStartTime
      remove: true
    - name: ContrastBolusStopTime
      remove: true
    - name: ContributionDateTime
      increment-datetime: true
    - name: ContributionDescription
      remove: true
    - name: CountryOfResidence
      remove: true
    - name: CreationDate
      increment-date: true
    - name: CreationTime
      remove: true
    - name: CurrentObserverTrial
      remove: true
    - name: CurrentPatientLocation
      remove: true
    - name: CurveDate
      increment-date: true
    - name: CurveTime
      remove: true
    - name: CustodialOrganizationSequence
      remove: true
    - name: DataSetTrailingPadding
      remove: true
    - name: Date
      increment-date: true
    - name: DateOfDocumentOrVerbalTransactionTrial
      increment-date: true
    # Commented out until pydicom get updated to 3+
    # - name: DateOfInstallation
    #   increment-date: true
    - name: DateOfLastCalibration
      increment-date: true
    - name: DateOfLastDetectorCalibration
      increment-date: true
    # Commented out until pydicom get updated to 3+
    # - name: DateOfManufacture
    #   increment-date: true
    - name: DateOfSecondaryCapture
      increment-date: true
    - name: DateTime
      increment-datetime: true
    - name: DateTimeOfLastCalibration
      increment-datetime: true
    - name: DecayCorrectionDateTime
      increment-datetime: true
    - name: DecompositionDescription
      remove: true
    - name: DerivationDescription
      remove: true
    - name: DestinationAE
      replace-with: ' '
    - name: DetectorID
      replace-with: ' '
    - name: DeviceAlternateIdentifier
      replace-with: ''
    - name: DeviceDescription
      remove: true
    - name: DeviceLabel
      replace-with: ' '
    - name: DeviceSerialNumber
      replace-with: ' '
    - name: DeviceSettingDescription
      remove: true
    - name: DeviceUID
      hashuid: true
    - name: DigitalSignatureDateTime
      increment-datetime: true
    - name: DigitalSignaturesSequence
      remove: true
    - name: DigitalSignatureUID
      hashuid: true
    - name: DimensionOrganizationUID
      hashuid: true
    - name: DischargeDate
      increment-date: true
    - name: DischargeDiagnosisDescription
      remove: true
    - name: DischargeTime
      remove: true
    - name: DisplacementReferenceLabel
      remove: true
    - name: DistributionAddress
      remove: true
    - name: DistributionName
      remove: true
    - name: DoseReferenceDescription
      remove: true
    - name: DoseReferenceUID
      hashuid: true
    - name: DosimetricObjectiveUID
      hashuid: true
    - name: EffectiveDateTime
      increment-datetime: true
    - name: EncapsulatedDocument
      replace-with: ''
    - name: EndAcquisitionDateTime
      increment-datetime: true
    - name: EntityDescription
      remove: true
    - name: EntityLabel
      replace-with: ' '
    - name: EntityLongLabel
      replace-with: ' '
    - name: EntityName
      remove: true
    - name: EquipmentFrameOfReferenceDescription
      remove: true
    - name: EthicsCommitteeApprovalEffectivenessEndDate
      increment-date: true
    - name: EthicsCommitteeApprovalEffectivenessStartDate
      increment-date: true
    - name: EthnicGroup
      remove: true
    # Commented out until pydicom get updated to 3+
    # - name: EthnicGroupCodeSequence
    #   remove: true
    - name: ExclusionStartDateTime
      increment-datetime: true
    - name: ExpectedCompletionDateTime
      increment-datetime: true
    - name: FailedSOPInstanceUIDList
      hashuid: true
    - name: FiducialUID
      hashuid: true
    - name: FillerOrderNumberImagingServiceRequest
      replace-with: ''
    - name: FilterLookupTableDescription
      remove: true
    - name: FindingsGroupRecordingDateTrial
      increment-date: true
    - name: FindingsGroupRecordingTimeTrial
      remove: true
    - name: FirstTreatmentDate
      increment-date: true
    - name: FixationDeviceDescription
      remove: true
    - name: FlowIdentifier
      replace-with: ''
    - name: FlowIdentifierSequence
      replace-with: []
    - name: FractionationNotes
      replace-with: ''
    - name: FractionGroupDescription
      remove: true
    - name: FrameAcquisitionDateTime
      increment-datetime: true
    - name: FrameComments
      remove: true
    - name: FrameOfReferenceUID
      hashuid: true
    # Commented out until pydicom get updated to 3+
    # - name: FrameOriginTimestamp
    #   hash: true
    - name: FrameReferenceDateTime
      increment-datetime: true
    - name: FunctionalSyncPulse
      increment-datetime: true
    - name: GantryID
      remove: true
    - name: GeneratorID
      remove: true
    - name: GPSAltitude
      remove: true
    - name: GPSAltitudeRef
      remove: true
    - name: GPSAreaInformation
      remove: true
    - name: GPSDateStamp
      increment-datetime: true
    - name: GPSDestBearing
      remove: true
    - name: GPSDestBearingRef
      remove: true
    - name: GPSDestDistance
      remove: true
    - name: GPSDestDistanceRef
      remove: true
    - name: GPSDestLatitude
      remove: true
    - name: GPSDestLatitudeRef
      remove: true
    - name: GPSDestLongitude
      remove: true
    - name: GPSDestLongitudeRef
      remove: true
    - name: GPSDifferential
      remove: true
    - name: GPSDOP
      remove: true
    - name: GPSImgDirection
      remove: true
    - name: GPSImgDirectionRef
      remove: true
    - name: GPSLatitude
      remove: true
    - name: GPSLatitudeRef
      remove: true
    - name: GPSLongitude
      remove: true
    - name: GPSLongitudeRef
      remove: true
    - name: GPSMapDatum
      remove: true
    - name: GPSMeasureMode
      remove: true
    - name: GPSProcessingMethod
      remove: true
    - name: GPSSatellites
      remove: true
    - name: GPSSpeed
      remove: true
    - name: GPSSpeedRef
      remove: true
    - name: GPSStatus
      remove: true
    - name: GPSTimeStamp
      remove: true
    - name: GPSTrack
      remove: true
    - name: GPSTrackRef
      remove: true
    - name: GPSVersionID
      remove: true
    - name: GraphicAnnotationSequence
      replace-with: []
    - name: HangingProtocolCreationDateTime
      increment-datetime: true
    - name: (0008,1304)
      remove: true
    - name: HL7DocumentEffectiveTime
      increment-datetime: true
    - name: HumanPerformerName
      remove: true
    - name: HumanPerformerOrganization
      remove: true
    - name: IconImageSequence
      remove: true
    - name: IdentifyingComments
      remove: true
    - name: ImageComments
      remove: true
    - name: ImagePresentationComments
      remove: true
    - name: ImagingServiceRequestComments
      remove: true
    - name: ImpedanceMeasurementDateTime
      increment-datetime: true
    - name: Impressions
      remove: true
    - name: InformationIssueDateTime
      increment-datetime: true
    - name: InstanceCoercionDateTime
      increment-datetime: true
    - name: InstanceCreationDate
      increment-date: true
    - name: InstanceCreationTime
      remove: true
    - name: InstanceCreatorUID
      hashuid: true
    - name: InstanceOriginStatus
      remove: true
    - name: InstitutionAddress
      remove: true
    - name: InstitutionalDepartmentName
      remove: true
    - name: InstitutionalDepartmentTypeCodeSequence
      remove: true
    - name: InstitutionCodeSequence
      replace-with: []
    - name: InstitutionName
      replace-with: ' '
    - name: InstructionPerformedDateTime
      increment-datetime: true
    - name: InsurancePlanIdentification
      remove: true
    - name: IntendedFractionStartTime
      remove: true
    - name: IntendedPhaseEndDate
      increment-date: true
    - name: IntendedPhaseStartDate
      increment-date: true
    - name: IntendedRecipientsOfResultsIdentificationSequence
      remove: true
    - name: InterlockDateTime
      increment-datetime: true
    - name: InterlockDescription
      replace-with: ' '
    - name: InterlockOriginDescription
      replace-with: ' '
    - name: InterpretationApprovalDate
      increment-date: true
    - name: InterpretationApprovalTime
      remove: true
    - name: InterpretationApproverSequence
      remove: true
    - name: InterpretationAuthor
      remove: true
    - name: InterpretationDiagnosisDescription
      remove: true
    - name: InterpretationID
      remove: true
    - name: InterpretationIDIssuer
      remove: true
    - name: InterpretationRecordedDate
      increment-date: true
    - name: InterpretationRecordedTime
      remove: true
    - name: InterpretationRecorder
      remove: true
    - name: InterpretationText
      remove: true
    - name: InterpretationTranscriber
      remove: true
    - name: InterpretationTranscriptionDate
      increment-date: true
    - name: InterpretationTranscriptionTime
      remove: true
    - name: InterventionDrugStartTime
      remove: true
    - name: InterventionDrugStopTime
      remove: true
    - name: IrradiationEventUID
      hashuid: true
    - name: IssueDateOfImagingServiceRequest
      increment-date: true
    - name: IssuerOfAdmissionID
      remove: true
    - name: IssuerOfAdmissionIDSequence
      remove: true
    # Commented out until pydicom get updated to 3+
    # - name: IssuerOfClinicalTrialProtocolID
    #   remove: true
    # - name: IssuerOfClinicalTrialSeriesID
    #   remove: true
    # - name: IssuerOfClinicalTrialSiteID
    #   remove: true
    # - name: IssuerOfClinicalTrialSubjectID
    #   remove: true
    # - name: IssuerOfClinicalTrialSubjectReadingID
    #   remove: true
    # - name: IssuerOfClinicalTrialTimePointID
    #   remove: true
    - name: IssuerOfPatientID
      remove: true
    - name: IssuerOfServiceEpisodeID
      remove: true
    - name: IssuerOfServiceEpisodeIDSequence
      remove: true
    - name: IssuerOfTheContainerIdentifierSequence
      replace-with: []
    - name: IssuerOfTheSpecimenIdentifierSequence
      replace-with: []
    - name: IssueTimeOfImagingServiceRequest
      remove: true
    - name: LabelText
      replace-with: ''
    - name: LargePaletteColorLookupTableUID
      hashuid: true
    - name: LastMenstrualDate
      increment-date: true
    - name: LensMake
      remove: true
    - name: LensModel
      remove: true
    - name: LensSerialNumber
      remove: true
    - name: LensSpecification
      remove: true
    - name: LongDeviceDescription
      remove: true
    - name: MAC
      remove: true
    - name: MakerNote
      remove: true
    - name: ManufacturerDeviceClassUID
      hashuid: true
    - name: ManufacturerDeviceIdentifier
      replace-with: ''
    - name: MediaStorageSOPInstanceUID
      hashuid: true
    - name: MedicalAlerts
      remove: true
    - name: MedicalRecordLocator
      remove: true
    - name: MilitaryRank
      remove: true
    - name: ModifiedAttributesSequence
      remove: true
    - name: ModifiedImageDate
      increment-date: true
    - name: ModifiedImageDescription
      remove: true
    - name: ModifiedImageTime
      remove: true
    - name: ModifyingDeviceID
      remove: true
    - name: ModifyingSystem
      replace-with: ' '
    - name: (0040,B03F)
      remove: true
    - name: (0040,B03B)
      remove: true
    - name: MostRecentTreatmentDate
      increment-date: true
    - name: MultienergyAcquisitionDescription
      remove: true
    - name: MultiplexGroupUID
      hashuid: true
    - name: NameOfPhysiciansReadingStudy
      remove: true
    - name: NamesOfIntendedRecipientsOfResults
      remove: true
    - name: NetworkID
      remove: true
    - name: NonconformingDataElementValue
      remove: true
    - name: NonconformingModifiedAttributesSequence
      remove: true
    - name: ObservationDateTrial
      increment-date: true
    - name: ObservationDateTime
      increment-datetime: true
    - name: ObservationStartDateTime
      increment-datetime: true
    - name: ObservationSubjectUIDTrial
      hashuid: true
    - name: ObservationTimeTrial
      remove: true
    - name: ObservationUID
      hashuid: true
    - name: Occupation
      remove: true
    - name: OperatorIdentificationSequence
      replace-with: []
    - name: OperatorsName
      replace-with: ' '
    - name: OrderCallbackPhoneNumber
      remove: true
    - name: OrderCallbackTelecomInformation
      remove: true
    - name: OrderEnteredBy
      remove: true
    - name: OrderEntererLocation
      remove: true
    - name: OriginalAttributesSequence
      remove: true
    - name: Originator
      remove: true
    # Commented out until pydicom get updated to 3+
    # - name: OtherClinicalTrialProtocolIDsSequence
    #   remove: true
    - name: OtherPatientIDs
      remove: true
    - name: OtherPatientIDsSequence
      remove: true
    - name: OtherPatientNames
      remove: true
    - name: (60xx,4000)
      remove: true
    - name: (60xx,3000)
      remove: true
    - name: OverlayDate
      increment-date: true
    - name: OverlayTime
      remove: true
    - name: OverrideDateTime
      increment-datetime: true
    - name: PaletteColorLookupTableUID
      hashuid: true
    - name: ParticipantSequence
      remove: true
    - name: ParticipationDateTime
      increment-datetime: true
    - name: PatientAddress
      remove: true
    - name: PatientAge
      remove: true
    - name: PatientBirthDate
      replace-with: ''
    - name: PatientBirthName
      remove: true
    - name: PatientBirthTime
      remove: true
    - name: PatientInstitutionResidence
      remove: true
    - name: PatientInsurancePlanCodeSequence
      remove: true
    - name: PatientMotherBirthName
      remove: true
    - name: PatientName
      replace-with: ''
    - name: PatientPrimaryLanguageCodeSequence
      remove: true
    - name: PatientPrimaryLanguageModifierCodeSequence
      remove: true
    - name: PatientReligiousPreference
      remove: true
    - name: PatientSex
      replace-with: ''
    - name: PatientSexNeutered
      replace-with: ''
    - name: PatientSize
      remove: true
    - name: PatientTelecomInformation
      remove: true
    - name: PatientTelephoneNumbers
      remove: true
    - name: PatientWeight
      remove: true
    - name: PatientComments
      remove: true
    - name: PatientID
      replace-with: ' '
    - name: PatientSetupPhotoDescription
      remove: true
    - name: PatientSetupUID
      hashuid: true
    - name: PatientState
      remove: true
    - name: PatientTransportArrangements
      remove: true
    - name: PatientTreatmentPreparationMethodDescription
      remove: true
    - name: PatientTreatmentPreparationProcedureParameterDescription
      remove: true
    - name: PerformedLocation
      remove: true
    - name: PerformedProcedureStepDescription
      remove: true
    - name: PerformedProcedureStepEndDate
      increment-date: true
    - name: PerformedProcedureStepEndDateTime
      increment-datetime: true
    - name: PerformedProcedureStepEndTime
      remove: true
    - name: PerformedProcedureStepID
      remove: true
    - name: PerformedProcedureStepStartDate
      increment-date: true
    - name: PerformedProcedureStepStartDateTime
      increment-datetime: true
    - name: PerformedProcedureStepStartTime
      remove: true
    - name: PerformedStationAETitle
      remove: true
    - name: PerformedStationGeographicLocationCodeSequence
      remove: true
    - name: PerformedStationName
      remove: true
    - name: PerformedStationNameCodeSequence
      remove: true
    - name: PerformingPhysicianName
      remove: true
    - name: PerformingPhysicianIdentificationSequence
      remove: true
    - name: PersonAddress
      remove: true
    - name: PersonTelecomInformation
      remove: true
    - name: PersonTelephoneNumbers
      remove: true
    - name: PersonIdentificationCodeSequence
      replace-with: []
    - name: PersonName
      replace-with: ' '
    - name: PhysiciansOfRecord
      remove: true
    - name: PhysiciansOfRecordIdentificationSequence
      remove: true
    - name: PhysiciansReadingStudyIdentificationSequence
      remove: true
    - name: PhysicianApprovingInterpretation
      remove: true
    - name: PlacerOrderNumberImagingServiceRequest
      replace-with: ''
    - name: PlateID
      remove: true
    - name: PositionAcquisitionTemplateDescription
      remove: true
    - name: PositionAcquisitionTemplateName
      remove: true
    - name: PregnancyStatus
      remove: true
    - name: PreMedication
      remove: true
    - name: PrescriptionDescription
      remove: true
    - name: PrescriptionNotes
      replace-with: ''
    - name: PrescriptionNotesSequence
      replace-with: []
    - name: PresentationCreationDate
      increment-date: true
    - name: PresentationCreationTime
      remove: true
    - name: PresentationDisplayCollectionUID
      hashuid: true
    - name: PresentationSequenceCollectionUID
      hashuid: true
    - name: (0008,1302)
      remove: true
    - name: (0008,1301)
      remove: true
    - name: PriorTreatmentDoseDescription
      remove: true
    - name: ProcedureStepCancellationDateTime
      increment-datetime: true
    - name: ProductExpirationDateTime
      increment-datetime: true
    - name: ProtocolName
      replace-with: ' '
    - name: PyramidDescription
      remove: true
    - name: PyramidLabel
      remove: true
    - name: PyramidUID
      hashuid: true
    - name: RadiationDoseIdentificationLabel
      replace-with: ' '
    - name: RadiationDoseInVivoMeasurementLabel
      replace-with: ' '
    - name: RadiationGenerationModeDescription
      replace-with: ''
    - name: RadiationGenerationModeLabel
      replace-with: ' '
    - name: RadiopharmaceuticalStartDateTime
      increment-datetime: true
    - name: RadiopharmaceuticalStartTime
      remove: true
    - name: RadiopharmaceuticalStopDateTime
      increment-datetime: true
    - name: RadiopharmaceuticalStopTime
      remove: true
    - name: ReasonForOmissionDescription
      remove: true
    - name: ReasonForRequestedProcedureCodeSequence
      remove: true
    - name: ReasonForStudy
      remove: true
    - name: ReasonForSuperseding
      replace-with: ''
    - name: ReasonForTheAttributeModification
      replace-with: '0'
    - name: ReasonForTheImagingServiceRequest
      remove: true
    - name: ReasonForTheRequestedProcedure
      remove: true
    - name: ReasonForVisit
      remove: true
    - name: ReasonForVisitCodeSequence
      remove: true
    - name: ReceivingAE
      remove: true
    - name: RecordedRTControlPointDateTime
      increment-datetime: true
    - name: ReferencedConceptualVolumeUID
      hashuid: true
    - name: ReferencedDateTime
      increment-datetime: true
    - name: ReferencedDigitalSignatureSequence
      remove: true
    - name: ReferencedDoseReferenceUID
      hashuid: true
    - name: ReferencedDosimetricObjectiveUID
      hashuid: true
    - name: ReferencedFiducialsUID
      hashuid: true
    - name: ReferencedFrameOfReferenceUID
      hashuid: true
    - name: ReferencedGeneralPurposeScheduledProcedureStepTransactionUID
      hashuid: true
    - name: ReferencedImageSequence
      hashuid: true
    - name: ReferencedObservationUIDTrial
      hashuid: true
    - name: ReferencedPatientAliasSequence
      remove: true
    - name: ReferencedPatientPhotoSequence
      remove: true
    - name: ReferencedPatientSequence
      remove: true
    - name: ReferencedPerformedProcedureStepSequence
      replace-with: []
    - name: ReferencedSOPInstanceMACSequence
      remove: true
    - name: ReferencedSOPInstanceUID
      hashuid: true
    - name: ReferencedSOPInstanceUIDInFile
      hashuid: true
    - name: ReferencedStudySequence
      replace-with: []
    - name: ReferencedTreatmentPositionGroupUID
      hashuid: true
    - name: ReferringPhysicianAddress
      remove: true
    - name: ReferringPhysicianName
      replace-with: ''
    - name: ReferringPhysicianTelephoneNumbers
      remove: true
    - name: ReferringPhysicianIdentificationSequence
      remove: true
    - name: RegionOfResidence
      remove: true
    - name: RelatedFrameOfReferenceUID
      hashuid: true
    - name: RequestAttributesSequence
      remove: true
    - name: RequestedContrastAgent
      remove: true
    - name: RequestedProcedureComments
      remove: true
    - name: RequestedProcedureDescription
      replace-with: ''
    - name: RequestedProcedureID
      remove: true
    - name: RequestedProcedureLocation
      remove: true
    - name: RequestedSeriesDescription
      remove: true
    - name: RequestedSOPInstanceUID
      hashuid: true
    - name: RequestingAE
      remove: true
    - name: RequestingPhysician
      remove: true
    - name: RequestingService
      remove: true
    - name: RespiratoryMotionCompensationTechniqueDescription
      remove: true
    - name: ResponsibleOrganization
      remove: true
    - name: ResponsiblePerson
      remove: true
    - name: ResultsComments
      remove: true
    - name: ResultsDistributionListSequence
      remove: true
    - name: ResultsID
      remove: true
    - name: ResultsIDIssuer
      remove: true
    - name: RetrieveAETitle
      remove: true
    - name: ReviewDate
      increment-date: true
    - name: ReviewerName
      replace-with: ''
    - name: ReviewTime
      remove: true
    # ROICreatorSequence
    # - name: ROICreatorSequence
    #   remove: true
    # - name: ROIDateTime
    #   increment-datetime: true
    - name: ROIDescription
      remove: true
    - name: ROIGenerationDescription
      remove: true
    - name: ROIInterpreter
      replace-with: ''
    # Commented out until pydicom get updated to 3+
    # - name: ROIInterpreterSequence
    #   remove: true
    - name: ROIName
      replace-with: ''
    # Commented out until pydicom get updated to 3+
    # - name: ROIObservationDateTime
    #   increment-datetime: true
    - name: ROIObservationDescription
      remove: true
    - name: ROIObservationLabel
      remove: true
    - name: RTAccessoryDeviceSlotID
      replace-with: ''
    - name: RTAccessoryHolderSlotID
      replace-with: ''
    - name: RTPhysicianIntentNarrative
      replace-with: ''
    - name: RTPlanDate
      increment-date: true
    - name: RTPlanDescription
      remove: true
    - name: RTPlanLabel
      replace-with: ' '
    - name: RTPlanName
      remove: true
    - name: RTPlanTime
      remove: true
    - name: RTPrescriptionLabel
      replace-with: ' '
    - name: RTToleranceSetLabel
      replace-with: ' '
    - name: RTTreatmentApproachLabel
      replace-with: ' '
    - name: RTTreatmentPhaseUID
      hashuid: true
    - name: SafePositionExitDate
      increment-date: true
    - name: SafePositionExitTime
      remove: true
    - name: SafePositionReturnDate
      increment-date: true
    - name: SafePositionReturnTime
      remove: true
    - name: ScheduledAdmissionDate
      increment-date: true
    - name: ScheduledAdmissionTime
      remove: true
    - name: ScheduledDischargeDate
      increment-date: true
    - name: ScheduledDischargeTime
      remove: true
    - name: ScheduledHumanPerformersSequence
      remove: true
    - name: ScheduledPatientInstitutionResidence
      remove: true
    - name: ScheduledPerformingPhysicianName
      remove: true
    - name: ScheduledPerformingPhysicianIdentificationSequence
      remove: true
    - name: ScheduledProcedureStepDescription
      remove: true
    - name: ScheduledProcedureStepEndDate
      increment-date: true
    - name: ScheduledProcedureStepEndTime
      remove: true
    - name: ScheduledProcedureStepExpirationDateTime
      increment-datetime: true
    - name: ScheduledProcedureStepID
      remove: true
    - name: ScheduledProcedureStepLocation
      remove: true
    - name: ScheduledProcedureStepModificationDateTime
      increment-datetime: true
    - name: ScheduledProcedureStepStartDate
      increment-date: true
    - name: ScheduledProcedureStepStartDateTime
      increment-datetime: true
    - name: ScheduledProcedureStepStartTime
      remove: true
    - name: ScheduledStationAETitle
      remove: true
    - name: ScheduledStationGeographicLocationCodeSequence
      remove: true
    - name: ScheduledStationName
      remove: true
    - name: ScheduledStationNameCodeSequence
      remove: true
    - name: ScheduledStudyLocation
      remove: true
    - name: ScheduledStudyLocationAETitle
      remove: true
    - name: ScheduledStudyStartDate
      increment-date: true
    - name: ScheduledStudyStartTime
      remove: true
    - name: ScheduledStudyStopDate
      increment-date: true
    - name: ScheduledStudyStopTime
      remove: true
    - name: (0008,1303)
      remove: true
    - name: (0040,B036)
      remove: true
    - name: SelectorAEValue
      replace-with: ' '
    - name: SelectorASValue
      replace-with: 0Y
    - name: SelectorDAValue
      increment-date: true
    - name: SelectorDTValue
      increment-datetime: true
    - name: SelectorLOValue
      replace-with: ' '
    - name: SelectorLTValue
      replace-with: ' '
    - name: SelectorOBValue
      replace-with: ''
    - name: SelectorPNValue
      replace-with: ' '
    - name: SelectorSHValue
      replace-with: ' '
    - name: SelectorSTValue
      replace-with: ' '
    - name: SelectorTMValue
      remove: true
    - name: SelectorUNValue
      replace-with: ''
    - name: SelectorURValue
      replace-with: ' '
    - name: SelectorUTValue
      replace-with: ' '
    - name: SeriesDate
      increment-date: true
    - name: SeriesDescription
      remove: true
    - name: SeriesInstanceUID
      hashuid: true
    - name: SeriesTime
      remove: true
    - name: ServiceEpisodeDescription
      remove: true
    - name: ServiceEpisodeID
      remove: true
    - name: SetupTechniqueDescription
      remove: true
    - name: ShieldingDeviceDescription
      remove: true
    - name: SlideIdentifier
      remove: true
    - name: SmokingStatus
      remove: true
    - name: SOPAuthorizationDateTime
      increment-datetime: true
    - name: SOPInstanceUID
      hashuid: true
    - name: SourceConceptualVolumeUID
      hashuid: true
    - name: SourceEndDateTime
      increment-datetime: true
    - name: SourceFrameOfReferenceUID
      hashuid: true
    - name: SourceIdentifier
      replace-with: ''
    - name: SourceImageSequence
      hashuid: true
    - name: SourceManufacturer
      remove: true
    - name: SourceOfPreviousValues
      replace-with: ''
    - name: SourceSerialNumber
      replace-with: ''
    - name: SourceStartDateTime
      increment-datetime: true
    - name: SourceStrengthReferenceDate
      increment-date: true
    - name: SourceStrengthReferenceTime
      remove: true
    - name: SpecialNeeds
      remove: true
    - name: SpecimenAccessionNumber
      remove: true
    - name: SpecimenDetailedDescription
      remove: true
    - name: SpecimenIdentifier
      replace-with: ' '
    - name: SpecimenPreparationSequence
      replace-with: []
    - name: SpecimenShortDescription
      remove: true
    - name: SpecimenUID
      hashuid: true
    - name: StartAcquisitionDateTime
      increment-datetime: true
    - name: StationAETitle
      remove: true
    - name: StationName
      replace-with: ' '
    - name: StorageMediaFileSetUID
      hashuid: true
    - name: StructureSetDate
      increment-date: true
    - name: StructureSetDescription
      remove: true
    - name: StructureSetLabel
      replace-with: ' '
    - name: StructureSetName
      remove: true
    - name: StructureSetTime
      remove: true
    - name: StudyArrivalDate
      increment-date: true
    - name: StudyArrivalTime
      remove: true
    - name: StudyComments
      remove: true
    - name: StudyCompletionDate
      increment-date: true
    - name: StudyCompletionTime
      remove: true
    - name: StudyDate
      increment-date: true
    - name: StudyDescription
      remove: true
    - name: StudyID
      replace-with: ''
    - name: StudyIDIssuer
      remove: true
    - name: StudyInstanceUID
      hashuid: true
    - name: StudyReadDate
      increment-date: true
    - name: StudyReadTime
      remove: true
    - name: StudyTime
      remove: true
    - name: StudyVerifiedDate
      increment-date: true
    - name: StudyVerifiedTime
      remove: true
    - name: SubstanceAdministrationDateTime
      increment-datetime: true
    - name: SynchronizationFrameOfReferenceUID
      hashuid: true
    # Commented out until pydicom get updated to 3+
    # - name: TableTopPositionAlignmentUID
    #   hashuid: true
    - name: TargetUID
      hashuid: true
    - name: TelephoneNumberTrial
      remove: true
    - name: TemplateExtensionCreatorUID
      hashuid: true
    - name: TemplateExtensionOrganizationUID
      hashuid: true
    - name: TemplateLocalVersion
      increment-datetime: true
    - name: TemplateVersion
      increment-datetime: true
    - name: TextComments
      remove: true
    - name: TextString
      remove: true
    - name: Time
      remove: true
    - name: TimeOfDocumentCreationOrVerbalTransactionTrial
      remove: true
    - name: TimeOfLastCalibration
      remove: true
    - name: TimeOfLastDetectorCalibration
      remove: true
    - name: TimeOfSecondaryCapture
      remove: true
    - name: TimezoneOffsetFromUTC
      hash: true
    - name: TopicAuthor
      remove: true
    - name: TopicKeywords
      remove: true
    - name: TopicSubject
      remove: true
    - name: TopicTitle
      remove: true
    - name: TrackingUID
      hashuid: true
    - name: TransactionUID
      hashuid: true
    - name: TransducerIdentificationSequence
      remove: true
    - name: TreatmentControlPointDate
      increment-date: true
    - name: TreatmentControlPointTime
      remove: true
    - name: TreatmentDate
      increment-date: true
    - name: TreatmentMachineName
      replace-with: ''
    - name: TreatmentPositionGroupLabel
      replace-with: ' '
    - name: TreatmentPositionGroupUID
      hashuid: true
    - name: TreatmentSessionUID
      hashuid: true
    - name: TreatmentSite
      replace-with: ' '
    - name: TreatmentSites
      remove: true
    - name: TreatmentTechniqueNotes
      replace-with: ''
    - name: TreatmentTime
      remove: true
    - name: TreatmentToleranceViolationDateTime
      increment-datetime: true
    - name: TreatmentToleranceViolationDescription
      replace-with: ' '
    - name: UDISequence
      remove: true
    - name: UID
      hashuid: true
    - name: UniqueDeviceIdentifier
      remove: true
    - name: UserContentLabel
      replace-with: ' '
    - name: UserContentLongLabel
      replace-with: ' '
    - name: VerbalSourceTrial
      remove: true
    - name: VerbalSourceIdentifierCodeSequenceTrial
      remove: true
    - name: VerificationDateTime
      increment-datetime: true
    - name: VerifyingObserverIdentificationCodeSequence
      replace-with: []
    - name: VerifyingObserverName
      replace-with: ' '
    - name: VerifyingObserverSequence
      replace-with: []
    - name: VerifyingOrganization
      replace-with: ' '
    - name: VisitComments
      remove: true
    - name: WaveformFilterDescription
      remove: true
    - name: XRayDetectorID
      replace-with: ' '
    - name: XRayDetectorLabel
      remove: true
    - name: XRaySourceID
      replace-with: ' '
    - name: (7053, Philips PET Private Group, 00)
      keep: true
    - name: (7053, Philips PET Private Group, 09)
      keep: true
    - name: (00E1, ELSCINT1, 21)
      keep: true
    - name: (00E1, ELSCINT1, 50)
      keep: true
    - name: (01E1, ELSCINT1, 26)
      keep: true
    - name: (01F1, ELSCINT1, 01)
      keep: true
    - name: (01F1, ELSCINT1, 07)
      keep: true
    - name: (01F1, ELSCINT1, 26)
      keep: true
    - name: (01F1, ELSCINT1, 27)
      keep: true
    - name: (0019, GEMS_ACQU_01, 23)
      keep: true
    - name: (0019, GEMS_ACQU_01, 24)
      keep: true
    - name: (0019, GEMS_ACQU_01, 27)
      keep: true
    - name: (0019, GEMS_ACQU_01, 9E)
      keep: true
    - name: (0043, GEMS_PARM_01, 27)
      keep: true
    - name: (0045, GEMS_HELIOS_01, 01)
      keep: true
    - name: (0045, GEMS_HELIOS_01, 02)
      keep: true
    - name: (0903, GEIIS PACS, 10)
      keep: true
    - name: (0903, GEIIS PACS, 11)
      keep: true
    - name: (0903, GEIIS PACS, 12)
      keep: true
    - name: (2001, Philips Imaging DD 001, 01)
      keep: true
    - name: (2001, Philips Imaging DD 001, 02)
      keep: true
    - name: (2001, Philips Imaging DD 001, 03)
      keep: true
    - name: (2001, Philips Imaging DD 001, 04)
      keep: true
    - name: (2001, Philips Imaging DD 001, 05)
      keep: true
    - name: (2001, Philips Imaging DD 001, 06)
      keep: true
    - name: (2001, Philips Imaging DD 001, 07)
      keep: true
    - name: (2001, Philips Imaging DD 001, 08)
      keep: true
    - name: (2001, Philips Imaging DD 001, 09)
      keep: true
    - name: (2001, Philips Imaging DD 001, 0a)
      keep: true
    - name: (2001, Philips Imaging DD 001, 0b)
      keep: true
    - name: (2001, Philips Imaging DD 001, 0c)
      keep: true
    - name: (2001, Philips Imaging DD 001, 0e)
      keep: true
    - name: (2001, Philips Imaging DD 001, 0f)
      keep: true
    - name: (2001, Philips Imaging DD 001, 10)
      keep: true
    - name: (2001, Philips Imaging DD 001, 11)
      keep: true
    - name: (2001, Philips Imaging DD 001, 12)
      keep: true
    - name: (2001, Philips Imaging DD 001, 13)
      keep: true
    - name: (2001, Philips Imaging DD 001, 14)
      keep: true
    - name: (2001, Philips Imaging DD 001, 15)
      keep: true
    - name: (2001, Philips Imaging DD 001, 16)
      keep: true
    - name: (2001, Philips Imaging DD 001, 17)
      keep: true
    - name: (2001, Philips Imaging DD 001, 18)
      keep: true
    - name: (2001, Philips Imaging DD 001, 19)
      keep: true
    - name: (2001, Philips Imaging DD 001, 1a)
      keep: true
    - name: (2001, Philips Imaging DD 001, 1b)
      keep: true
    - name: (2001, Philips Imaging DD 001, 1c)
      keep: true
    - name: (2001, Philips Imaging DD 001, 1d)
      keep: true
    - name: (2001, Philips Imaging DD 001, 1e)
      keep: true
    - name: (2001, Philips Imaging DD 001, 1f)
      keep: true
    - name: (2001, Philips Imaging DD 001, 21)
      keep: true
    - name: (2001, Philips Imaging DD 001, 22)
      keep: true
    - name: (2001, Philips Imaging DD 001, 23)
      keep: true
    - name: (2001, Philips Imaging DD 001, 24)
      keep: true
    - name: (2001, Philips Imaging DD 001, 25)
      keep: true
    - name: (2001, Philips Imaging DD 001, 26)
      keep: true
    - name: (2001, Philips Imaging DD 001, 27)
      keep: true
    - name: (2001, Philips Imaging DD 001, 28)
      keep: true
    - name: (2001, Philips Imaging DD 001, 29)
      keep: true
    - name: (2001, Philips Imaging DD 001, 2a)
      keep: true
    - name: (2001, Philips Imaging DD 001, 2b)
      keep: true
    - name: (2001, Philips Imaging DD 001, 2c)
      keep: true
    - name: (2001, Philips Imaging DD 001, 2d)
      keep: true
    - name: (2001, Philips Imaging DD 001, 2e)
      keep: true
    - name: (2001, Philips Imaging DD 001, 2f)
      keep: true
    - name: (2001, Philips Imaging DD 001, 30)
      keep: true
    - name: (2001, Philips Imaging DD 001, 31)
      keep: true
    - name: (2001, Philips Imaging DD 001, 32)
      keep: true
    - name: (2001, Philips Imaging DD 001, 33)
      keep: true
    - name: (2001, Philips Imaging DD 001, 34)
      keep: true
    - name: (2001, Philips Imaging DD 001, 35)
      keep: true
    - name: (2001, Philips Imaging DD 001, 36)
      keep: true
    - name: (2001, Philips Imaging DD 001, 37)
      keep: true
    - name: (2001, Philips Imaging DD 001, 38)
      keep: true
    - name: (2001, Philips Imaging DD 001, 39)
      keep: true
    - name: (2001, Philips Imaging DD 001, 3a)
      keep: true
    - name: (2001, Philips Imaging DD 001, 3b)
      keep: true
    - name: (2001, Philips Imaging DD 001, 3c)
      keep: true
    - name: (2001, Philips Imaging DD 001, 3d)
      keep: true
    - name: (2001, Philips Imaging DD 001, 3e)
      keep: true
    - name: (2001, Philips Imaging DD 001, 3f)
      keep: true
    - name: (2001, Philips Imaging DD 001, 40)
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