Breast Cancer Mammogram Classification
Community
This labeling config provides a comprehensive interface for breast cancer mammogram analysis using the BI-RADS classification system. It enables radiologists to classify mammograms, assess breast density, and document findings for both breasts.
Labeling Configuration
<View>
<Style>
.mammogram-container {
padding: var(--spacing-600);
box-shadow: 0 2px 8px rgba(var(--color-neutral-shadow-raw) / 0.15);
border-radius: var(--corner-radius-medium);
margin-bottom: var(--spacing-800);
}
.mammogram-grid {
display: grid;
grid-template-columns: 1fr 1fr;
grid-template-rows: 1fr 1fr;
grid-template-areas:
'left-cc right-cc'
'left-mlo right-mlo';
gap: var(--spacing-600);
margin: var(--spacing-600) 0;
max-width: 1000px;
margin-left: auto;
margin-right: auto;
}
.mammogram-view {
text-align: center;
border: 2px solid var(--color-neutral-border);
border-radius: var(--corner-radius-medium);
padding: var(--spacing-500);
background: var(--color-neutral-background);
transition: border-color 0.3s ease;
min-height: 480px;
display: flex;
flex-direction: column;
}
.mammogram-view:hover {
border-color: var(--color-primary-border-subtle);
}
.left-cc { grid-area: left-cc; }
.right-cc { grid-area: right-cc; }
.left-mlo { grid-area: left-mlo; }
.right-mlo { grid-area: right-mlo; }
.mammogram-image {
width: 100%;
height: 400px;
object-fit: contain;
border-radius: var(--corner-radius-small);
background: var(--color-neutral-background);
}
.view-header {
font-size: var(--font-size-16);
font-weight: var(--font-weight-semibold);
color: var(--color-neutral-content);
margin-bottom: var(--spacing-300);
padding: var(--spacing-200) var(--spacing-300);
background: var(--color-neutral-surface);
border: 1px solid var(--color-neutral-border-subtle);
border-radius: var(--corner-radius-small);
text-align: center;
}
.instructions {
background: var(--color-primary-background);
padding: var(--spacing-500);
border-radius: var(--corner-radius-medium);
border-left: 4px solid var(--color-primary-border);
margin-bottom: var(--spacing-600);
line-height: var(--line-height-body-medium);
}
.instructions-header {
font-size: var(--font-size-16);
margin-bottom: var(--spacing-400);
line-height: var(--line-height-body-medium);
color: var(--color-neutral-content);
}
.birads-legend {
background: var(--color-warning-background);
color: var(--color-warning-content);
padding: var(--spacing-400);
border-radius: var(--corner-radius-small);
border: 1px solid var(--color-warning-border-subtler);
margin-top: var(--spacing-400);
font-size: var(--font-size-14);
line-height: var(--line-height-body-small);
}
.classification-section {
background: var(--color-neutral-background);
color: var(--color-neutral-content);
padding: var(--spacing-600);
border-radius: var(--corner-radius-medium);
box-shadow: 0 2px 4px rgba(var(--color-neutral-shadow-raw) / 0.1);
margin: var(--spacing-500) 0;
border: 1px solid var(--color-neutral-border-subtle);
}
</Style>
<!-- Header for context -->
<Header value="Breast Cancer Mammogram Classification" style="text-align: center; font-size: var(--font-size-24); color: var(--color-neutral-content); margin-bottom: var(--spacing-500);" />
<!-- Instructions -->
<View className="instructions">
<Header value="Please review the standard mammographic views (CC and MLO) of both breasts. Compare corresponding views (e.g., L-CC with R-CC). Label each breast individually, and report any findings." style="font-size: 16px; margin-bottom: 10px; height:auto;" />
<View className="birads-legend">
<Text name="birads_legend" value="BI-RADS: 0 = Incomplete, 1 = Negative, 2 = Benign, 3 = Probably Benign, 4 = Suspicious, 5 = Highly Suggestive of Malignancy, 6 = Known Cancer" />
</View>
</View>
<!-- Mammogram Views Grid -->
<View className="mammogram-container">
<View className="mammogram-grid">
<!-- Left CC -->
<View className="mammogram-view left-cc">
<Header value="Left CC" className="view-header" />
<Image name="left_cc" value="$img1" className="mammogram-image" />
</View>
<!-- Right CC -->
<View className="mammogram-view right-cc">
<Header value="Right CC" className="view-header" />
<Image name="right_cc" value="$img3" className="mammogram-image" />
</View>
<!-- Left MLO -->
<View className="mammogram-view left-mlo">
<Header value="Left MLO" className="view-header" />
<Image name="left_mlo" value="$img2" className="mammogram-image" />
</View>
<!-- Right MLO -->
<View className="mammogram-view right-mlo">
<Header value="Right MLO" className="view-header" />
<Image name="right_mlo" value="$img4" className="mammogram-image" />
</View>
</View>
</View>
<!-- Left Breast Classification -->
<View className="classification-section">
<Header value="Left Breast: BI-RADS Classification" style="font-size: var(--font-size-20); color: var(--color-neutral-content); margin-bottom: var(--spacing-400);" />
<Choices name="birads_left" toName="left_cc,right_cc,left_mlo,right_mlo" choice="single" required="true">
<Choice value="0 - Incomplete" />
<Choice value="1 - Negative" />
<Choice value="2 - Benign" />
<Choice value="3 - Probably Benign" />
<Choice value="4 - Suspicious Abnormality" />
<Choice value="5 - Highly Suggestive of Malignancy" />
<Choice value="6 - Known Biopsy-Proven Malignancy" />
</Choices>
<Header value="Left Breast: Density" style="font-size: var(--font-size-16); color: var(--color-neutral-content-subtle); margin: var(--spacing-500) 0 var(--spacing-200) 0;" />
<Choices name="density_left" toName="left_cc,right_cc,left_mlo,right_mlo" choice="single">
<Choice value="A - Almost entirely fatty" />
<Choice value="B - Scattered fibroglandular densities" />
<Choice value="C - Heterogeneously dense" />
<Choice value="D - Extremely dense" />
</Choices>
<Header value="Left Breast: Findings (Optional)" style="font-size: var(--font-size-16); color: var(--color-neutral-content-subtle); margin: var(--spacing-500) 0 var(--spacing-200) 0;" />
<Choices name="findings_left" toName="left_cc,right_cc,left_mlo,right_mlo" choice="multiple">
<Choice value="Mass" />
<Choice value="Calcifications" />
<Choice value="Architectural Distortion" />
<Choice value="Asymmetry" />
<Choice value="Skin/Nipple Retraction" />
</Choices>
</View>
<!-- Right Breast Classification -->
<View className="classification-section">
<Header value="Right Breast: BI-RADS Classification" style="font-size: var(--font-size-20); color: var(--color-neutral-content); margin-bottom: var(--spacing-400);" />
<Choices name="birads_right" toName="left_cc,right_cc,left_mlo,right_mlo" choice="single" required="true">
<Choice value="0 - Incomplete" />
<Choice value="1 - Negative" />
<Choice value="2 - Benign" />
<Choice value="3 - Probably Benign" />
<Choice value="4 - Suspicious Abnormality" />
<Choice value="5 - Highly Suggestive of Malignancy" />
<Choice value="6 - Known Biopsy-Proven Malignancy" />
</Choices>
<Header value="Right Breast: Density" style="font-size: var(--font-size-16); color: var(--color-neutral-content-subtle); margin: var(--spacing-500) 0 var(--spacing-200) 0;" />
<Choices name="density_right" toName="left_cc,right_cc,left_mlo,right_mlo" choice="single">
<Choice value="A - Almost entirely fatty" />
<Choice value="B - Scattered fibroglandular densities" />
<Choice value="C - Heterogeneously dense" />
<Choice value="D - Extremely dense" />
</Choices>
<Header value="Right Breast: Findings (Optional)" style="font-size: var(--font-size-16); color: var(--color-neutral-content-subtle); margin: var(--spacing-500) 0 var(--spacing-200) 0;" />
<Choices name="findings_right" toName="left_cc,right_cc,left_mlo,right_mlo" choice="multiple">
<Choice value="Mass" />
<Choice value="Calcifications" />
<Choice value="Architectural Distortion" />
<Choice value="Asymmetry" />
<Choice value="Skin/Nipple Retraction" />
</Choices>
</View>
<!-- Additional Observations -->
<View className="classification-section">
<Header value="Additional Observations / Notes (Optional)" style="font-size: var(--font-size-20); color: var(--color-neutral-content); margin-bottom: var(--spacing-400);" />
<TextArea
name="notes"
toName="left_cc,right_cc,left_mlo,right_mlo"
rows="5"
placeholder="Describe any notable findings, technical issues, or comparison to prior exams."
style="width: 100%; padding: var(--spacing-300); border: 2px solid var(--color-neutral-border); border-radius: var(--corner-radius-small); font-size: var(--font-size-14); background: var(--color-neutral-background); color: var(--color-neutral-content);"
/>
</View>
</View>About the labeling configuration
All labeling configurations must be wrapped in View tags.
This configuration uses the following tags:
Usage Instructions
- Image Display: This config displays four mammogram views (Left CC, Left MLO, Right CC, Right MLO) in a grid layout.
- BI-RADS Classification: Each breast can be classified using the standard BI-RADS categories (0-6).
- Density Assessment: Breast density can be classified using the A-D scale.
- Findings Documentation: Multiple choice options for common findings (Mass, Calcifications, etc.).
- Notes: Free text area for additional observations and technical notes.