DICOM PS3.17 2020a - Explanatory Information |
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F Chest CAD (Informative)
This Annex was formerly located in Annex M “Chest CAD (Informative)” in PS3.3 in the 2003 and earlier revisions of the Standard.
F.1 Chest CAD SR Content Tree Structure
ThetemplatesfortheChestCADSRIODaredefinedinAnnexA“StructuredReportingTemplates(Normative)”inPS3.16.Relationships defined in the Chest CAD SR IOD templates are by-value, unless otherwise stated. Content items referenced from another SR object instance, such as a prior Chest CAD SR, are inserted by-value in the new SR object instance, with appropriate original source obser- vation context. It is necessary to update Rendering Intent, and referenced content item identifiers for by-reference relationships, within content items paraphrased from another source.
Document Root
(CONTAINER)
CONTAINS CONTAINS CONTAINS CONTAINS
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Image Library |
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Summary of |
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Detections |
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Analyses |
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CONTAINS |
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INFERRED |
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CAD Processing and Findings |
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ACQUISITION |
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CONTEXT |
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Composite |
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Single Image |
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HAS PROPERTIES |
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Figure F.1-1. Top Levels of Chest CAD SR Content Tree
The Document Root, Image Library, CAD Processing and Findings Summary, and Summaries of Detections and Analyses sub-trees together form the content tree of the Chest CAD SR IOD. See Annex E for additional explanation of the Summaries of Detections and Analyses sub-trees.
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DICOM PS3.17 2020a - Explanatory Information |
ANALYSES
CAD Processing and
Findings Summary
(CODE)
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CONTAINS |
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Composite Feature |
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Single Image Finding |
Single Image Finding |
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HAS PROPERTIES |
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Composite Feature |
Single Image Finding |
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INFERRED FROM |
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Single Image Finding |
Single Image Finding |
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(CODE) |
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HAS PROPERTIES |
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DETECTIONS |
Figure F.1-2. Example of CAD Processing and Findings Summary Sub-Tree of Chest CAD SR Content
Tree
TheshadedareainFigureF.1-2demarcatesinformationresultingfromDetection,whereastheunshadedareaisinformationresulting fromAnalysis.ThisdistinctionisusedindeterminingwhethertoplacealgorithmidentificationinformationintheSummaryofDetections or Summary of Analyses sub-trees.
The identification of a lung nodule within a single image is considered to be a Detection, which results in a Single Image Finding. The temporal correlation of a lung nodule in two instances of the same view taken at different times, resulting in a Composite Feature, is considered Analysis.
OnceaSingleImageFindingorCompositeFeaturehasbeeninstantiated,itmaybereferencedbyanynumberofCompositeFeatures higher in the CAD Processing and Findings Summary sub-tree.
F.2 Chest CAD SR Observation Context Encoding
•Any content item in the Content tree that has been inserted (i.e., duplicated) from another SR object instance has a HAS OBS CONTEXT relationship to one or more content items that describe the context of the SR object instance from which it originated. This mechanism may be used to combine reports (e.g., Chest CAD SR 1, Chest CAD SR 2, Human).
•By-reference relationships within Single Image Findings and Composite Features paraphrased from prior Chest CAD SR objects need to be updated to properly reference Image Library Entries carried from the prior object to their new positions in the present object.
TheCADProcessingandFindingsSummarysectionoftheSRDocumentContenttreeofaChestCADSRIODmaycontainamixture ofcurrentandpriorsingleimagefindingsandcompositefeatures.Thecontentitemsfromcurrentandpriorcontextsaretargetcontent items that have a by-value INFERRED FROM relationship to a Composite Feature content item. Content items that come from a context other than the Initial Observation Context have a HAS OBS CONTEXT relationship to target content items that describe the context of the source document.
In Figure F.2-1, Composite Feature and Single Image Finding are current, and Single Image Finding (from Prior) is duplicated from a prior document.
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Composite Feature
(CODE)
CONTAINS
CONTAINS
Single Image Finding
(CODE)
Single Image Finding
(CODE) from prior
HAS PROPERTIES |
HAS PROPERTIES |
HAS OBS CONTEXT |
Source Document
Context Info
Figure F.2-1. Example of Use of Observation Context
F.3 Chest CAD SR Examples
The following is a simple and non-comprehensive illustration of an encoding of the Chest CAD SR IOD for chest computer aided de- tection results. For brevity, some mandatory content items are not included, such as several acquisition context content items for the images in the Image Library.
F.3.1 Example 1: Lung Nodule Detection With No Findings
A chest CAD device processes a typical screening chest case, i.e., there is one image and no nodule findings. Chest CAD runs lung nodule detection successfully and finds nothing.
The chest radiograph resembles:
PROJECTION CHEST
Figure F.3-1. Chest Radiograph as Described in Example 1
The content tree structure would resemble: |
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Node |
Code Meaning of Concept Name Code Meaning or Example Value |
TID |
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1 |
Chest CAD Report |
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TID 4100 |
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1.1 |
Image Library |
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1.1.1 |
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IMAGE 1 |
TID 4020 |
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1.1.1.1 |
Image View |
Postero-anterior |
TID 4020 |
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1.1.1.2 |
Study Date |
19980101 |
TID 4020 |
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DICOM PS3.17 2020a - Explanatory Information |
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Node |
Code Meaning of Concept Name Code Meaning or Example Value |
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1.2 |
CADProcessingandFindingsSummaryAll algorithms succeeded; withoutTID 4101 |
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findings |
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1.3 |
Summary of Detections |
Succeeded |
TID 4100 |
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1.3.1 |
Successful Detections |
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TID 4015 |
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1.3.1.1 |
Detection Performed |
Nodule |
TID 4017 |
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1.3.1.1.1 |
Algorithm Name |
"Lung Nodule Detector" |
TID 4019 |
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1.3.1.1.2 |
Algorithm Version |
"V1.3" |
TID 4019 |
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1.3.1.1.3 |
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Reference to node 1.1.1 |
TID 4017 |
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1.4 |
Summary of Analyses |
Not Attempted |
TID 4100 |
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F.3.2Example2:LungNoduleDetectionWithFindingsandAnatomy/pathologyInterpretation
A chest CAD device processes a screening chest case with one image, and a lung nodule detected. The chest radiograph resembles:
PROJECTION CHEST
Figure F.3-2. Chest Radiograph as Described in Example 2
The content tree structure in this example is complex. Structural illustrations of portions of the content tree are placed within the content tree table to show the relationships of data within the tree. Some content items are duplicated (and shown in boldface) to fa- cilitate use of the diagrams.
Chest
CAD Report
CONTAINER
CONTAINS CONTAINS CONTAINS CONTAINS
Image Library |
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CAD Processing and |
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Summary of |
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Findings Summary |
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CODE |
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CODE: Succeeded |
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CODE: Not Attempted |
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1.1 |
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Figure F.3-3. Content Tree Root of Example 2 Content Tree
The content tree structure would resemble: |
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Node |
Code Meaning of Concept Name |
Code Meaning or Example Value |
TID |
1 |
Chest CAD Report |
TID 4100 |
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1.1 |
Image Library |
TID 4100 |
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1.2 |
CAD Processing and Findings Summary |
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All algorithms succeeded; with |
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Summary of Detections |
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Summary of Analyses |
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Not Attempted |
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Image Library |
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1.1 |
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Figure F.3-4. Image Library Branch of Example 2 Content Tree |
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Node |
Code Meaning of Concept Name Code Meaning or Example Value |
TID |
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1.1 |
Image Library |
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TID 4100 |
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1.1.1 |
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IMAGE 1 |
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1.1.1.1 |
Image View |
Postero-anterior |
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1.1.1.2 |
Study Date |
19990101 |
TID 4020 |
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