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DICOM PS3.17 2020a - Explanatory Information​

Page 111​

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

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Image Library

 

 

 

 

Summary of

 

 

Summary of

 

 

 

 

 

 

 

 

(CONTAINER)

 

 

 

 

Detections

 

 

Analyses

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(CODE)

 

 

(CODE)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

CONTAINS

CONTAINS

INFERRED

FROM

INFERRED FROM

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

CAD Processing and Findings

 

(IMAGE)

 

 

(IMAGE)

 

 

 

 

 

 

 

 

 

 

Summary (CODE)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

HAS

 

HAS

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

ACQUISITION

ACQUISITION

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

CONTEXT

CONTEXT

 

 

 

 

 

 

 

INFERRED FROM

 

INFERRED FROM

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Composite

 

 

Single Image

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Feature

 

 

Finding

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(CODE)

 

 

(CODE)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

HAS PROPERTIES

 

HAS PROPERTIES

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)

 

CONTAINS

 

 

CONTAINS

CONTAINS

 

Composite Feature

 

Single Image Finding

Single Image Finding

 

(CODE)

 

 

(CODE)

(CODE)

INFERRED FROM

 

INFERRED FROM

HAS PROPERTIES

HAS PROPERTIES

Composite Feature

Single Image Finding

 

 

(CODE)

 

(CODE)

 

 

INFERRED FROM

INFERRED FROM

 

INFERRED FROM

 

 

Single Image Finding

Single Image Finding

 

 

 

 

(CODE)

(CODE)

 

 

 

 

HAS PROPERTIES

HAS PROPERTIES

 

 

 

 

 

 

 

 

 

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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DICOM PS3.17 2020a - Explanatory Information​

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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:​

 

 

 

Node​

Code Meaning of Concept Name​ Code Meaning or Example Value​

TID​

1​

Chest CAD Report​

 

TID 4100​

 

1.1​

Image Library​

 

TID 4100​

 

1.1.1​

 

IMAGE 1​

TID 4020​

 

1.1.1.1​

Image View​

Postero-anterior​

TID 4020​

 

1.1.1.2​

Study Date​

19980101​

TID 4020​

 

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DICOM PS3.17 2020a - Explanatory Information​

 

 

Node​

Code Meaning of Concept Name​ Code Meaning or Example Value​

TID​

1.2​

CADProcessingandFindingsSummary​All algorithms succeeded; without​TID 4101​

 

 

 

findings​

 

 

1.3​

Summary of Detections​

Succeeded​

TID 4100​

 

1.3.1​

Successful Detections​

 

TID 4015​

 

1.3.1.1​

Detection Performed​

Nodule​

TID 4017​

 

1.3.1.1.1​

Algorithm Name​

"Lung Nodule Detector"​

TID 4019​

 

1.3.1.1.2​

Algorithm Version​

"V1.3"​

TID 4019​

 

1.3.1.1.3​

 

Reference to node 1.1.1​

TID 4017​

 

1.4​

Summary of Analyses​

Not Attempted​

TID 4100​

 

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

 

CAD Processing and

 

Summary of

 

Summary of

 

Findings Summary

 

Detections

 

Analyses

CONTAINER

 

 

 

 

CODE

 

CODE: Succeeded

 

CODE: Not Attempted

1.1

 

 

 

 

1.2

 

1.3

 

1.4

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Figure F.3-3. Content Tree Root of Example 2 Content Tree​

The content tree structure would resemble:​

 

 

Node​

Code Meaning of Concept Name​

Code Meaning or Example Value​

TID​

1​

Chest CAD Report​

TID 4100​

 

1.1​

Image Library​

TID 4100​

 

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DICOM PS3.17 2020a - Explanatory Information​

 

Page 115​

Node​

Code Meaning of Concept Name​

 

 

Code Meaning or Example Value​

TID​

1.2​

CAD Processing and Findings Summary​

 

 

All algorithms succeeded; with​

TID 4101​

 

 

 

 

findings​

 

 

1.3​

Summary of Detections​

 

 

Succeeded​

TID 4100​

1.4​

Summary of Analyses​

 

 

Not Attempted​

TID 4100​

 

 

 

 

 

 

 

 

 

 

 

 

Image Library

 

 

 

 

 

 

 

CONTAINER

 

 

 

 

 

 

1.1

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

CONTAINS

 

 

 

References

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Image

 

 

 

 

from elsewhere

 

 

 

 

 

 

in content tree

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

HAS

 

 

 

 

 

 

ACQUISITION

 

 

 

 

 

 

CONTEXT

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Image View

 

 

 

 

 

 

 

 

Study Date

 

 

 

 

 

Figure F.3-4. Image Library Branch of Example 2 Content Tree​

 

Node​

Code Meaning of Concept Name​ Code Meaning or Example Value​

TID​

1.1​

Image Library​

 

 

 

 

 

 

TID 4100​

 

1.1.1​

 

IMAGE 1​

TID 4020​

 

1.1.1.1​

Image View​

Postero-anterior​

TID 4020​

 

1.1.1.2​

Study Date​

19990101​

TID 4020​

 

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Источник: https://studfile.net/preview/14585770/