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Geometric Modeling as a Foundation for Head CT Interpretation Geometric Modeling as a Foundation for Head CT Interpretation

Geometric Modeling as a Foundation for Head CT Interpretation - PowerPoint Presentation

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Geometric Modeling as a Foundation for Head CT Interpretation - PPT Presentation

Michael Drabkin MD Lauren Senior Uma Kanth Allison Rubin MD Steven Lev MD ASNR 2015 Annual Meeting eEdE eEdE85 Control 772 Disclosures Nothing to disclose Purpose To provide the radiologist with a pattern approach to head CT interpretation based on templates of interconne ID: 650639

blue shapes yellow geometric shapes blue geometric yellow isodense ventricles axial frontal approach red image cortex head mass lesion

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Slide1

Geometric Modeling as a Foundation for Head CT Interpretation

Michael Drabkin MDLauren Senior, Uma Kanth, Allison Rubin MD, Steven Lev MD

ASNR 2015 Annual

Meeting

eEdE

#: eEdE-85

Control #: 772 Slide2

DisclosuresNothing to disclose.Slide3

Purpose

To provide the radiologist with a pattern approach to head CT interpretation based on templates of interconnected geometric shapes. The viewer is encouraged to think from general to specific and consider spatial relationships. Cases will demonstrate the utility of this framework to everyday practice.Slide4

Approach/Methods

Utilizing graphic software, we construct transparencies of geometric shapes which are superimposed over sequential normal and abnormal axial CT images. Larger shapes are successively subdivided into smaller ones. Selective colorization is based on variable tissue densities and anatomical considerations. Slide5

Approach/Methods

The assorted shapes and variations thereof have zero (circular) to six (hexagonal) vertices. Circular constructs include ovals (thalami), sectors (posterior fossa), lenses and lunes (extra-axial spaces). We present a broad array of challenging cases from our Level I trauma center to demonstrate how a geometric approach can elucidate subtle findings.Slide6

Color Codes and Shapes

Geometrical shapes and colors can help clarify understanding of head CT interpretation. The genu and

splenium

of the corpus callosum (yellow) are represented by annular sectors. The cortex (red), arachnoid (green),

dura

(brown) and

calvarium

(light blue) can be simplified as ovoid simple annuli. The internal, external and extreme capsules, together with the basal ganglia, are sector shapes contained within a single larger sector (pink). The caudate and thalamus (both blue) are ovals and are bounded laterally by the ventricles, represented by crescent (

lune

) forms (purple). Slide7

Discussion

Shapes are the foundation of how we perceive the world. Studies have shown that building blocks can help children better absorb math and language concepts; art schools emphasize simplifying the body into component geometric forms. Similarly shapes can serve as a scaffold for interpreting neuroanatomy. The axial sections of the original CT and our model are homeomorphic to each other, therefore one can be readily modified into the other. Slide8

Discussion

Each slice represents a new packing problem, in which we optimize the arrangement of non-overlapping shapes. Mathematical concepts essential to our model are symmetry and connectivity (the latter concerning the number of neighbors adjacent to a single shape). Distortion of one shape by pathology will predictably affect all surrounding shapes. Slide9

Posterior

FossaSlide10
Slide11

The sector form (yellow) is disrupted by an oval shape (red). The surrounding annulus (blue) represents a CSF cleft indicating that this is an extraxial

mass. This is a meningioma.Slide12

Fourth VentricleSlide13
Slide14

In the image on the left The pons is expanded and the 4

th ventricle (blue) is obliterated in this case of brain stem glioma causing obstructive hydrocephalus.Slide15

PonsSlide16
Slide17

The basilar cisterns are completely effaced in the image on the right. The circle (yellow) formed by these CSF spaces is entirely lost amidst the diffuse cerebral edemaSlide18

Mid BrainSlide19
Slide20

A circle (blue) is seen within the

suprasellar

cistern (yellow pentagon). This was a pituitary adenoma.Slide21

A circle (blue) is seen within the

suprasellar

cistern (yellow pentagon). This was a pituitary adenoma.Slide22

Lateral VentriclesSlide23
Slide24

When the template of the cortex (red) is superimposed on the image, the right frontal extra-axial

isodense

lesion becomes more apparent.Slide25

When the template of the cortex (red) is superimposed on the image, the right frontal extra-axial

isodense

lesion becomes more apparent.Slide26

Isodense

MeningiomaSlide27

Lateral VentriclesSlide28

Did you notice the absence of

sulci

on the right? There is subtle ventricular asymmetry with slight mass effect on the right frontal horn. Slide29

Initially, the cortex appears expanded.Slide30

However, in the setting of trauma, this likely represents an

isodense

subdural hematoma.Slide31

MR

T1W and T2W images clearly depict a subdural hemorrhage in the late subacute stage, corresponding to the isodense appearance on CTSlide32

Lateral VentriclesSlide33

Did you notice the absence of

sulci on the right? There is subtle ventricular asymmetry with slight mass effect on the right frontal horn. Slide34

The large colloid cyst (blue) at the foramen of

Monro produces a life-threatening obstructive hydrocephalus. The ventricles (purple) assume a more rounded formSlide35

Centrum

OvaleSlide36
Slide37

Note the cerebral hemi-atrophy. There is

calvarial

thickening , highlighted by an annulus (blue), which is much thicker on the left. This combination is

pathognamonic

for Dyke-DavidoffSlide38

Summary/Conclusion

While interpreting head CTs, radiologists often overlook the big picture and instead are too quick to focus on minor or insignificant details. This novel geometric framework, based on component interrelated shapes, can assist in lesion detection, increasing the radiologist’s accuracy and confidence.