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Updated: Feb 24, 2026

Detection of Architectural Distortion in Prior Mammograms via Analysis of Oriented Patterns
Published on: August 30, 2013
Are You MAD (Mammographic Architectural Distortion)? Introducing Subtypes of Synthetic
Steven P Poplack1, Meng Hao1, Tie Liang1
1Department of Radiology, Stanford University School of Medicine, Stanford, CA, USA.
Objective:
The goals of this study are to introduce subtypes of mammographic architectural distortion (MAD), designated as radiating distortion (RD) and nonradiating tissue alteration (TA), and evaluate the clinical outcomes, interobserver agreement, and predictive capability of these newly defined subtypes.
Methods:
Radiating distortion, TA, and 7 mammographic features of MAD were prospectively defined. Three breast radiologists reviewed consecutive screening synthetic mammography/tomosynthesis examinations recalled for MAD between January 1, 2021, and December 31, 2021. Reviewers reclassified MAD as RD, TA, or Neither (RD nor TA) and rated mammographic features. Majority classification was used for analyses. Clinical outcomes were established with ≥2 year follow-up and compared using Fisher's exact test. Logistic regression was performed for feature prediction of MAD subtypes and malignancy. Interobserver agreement was assessed using Gwet's agreement coefficient (AC).
Results:
Eighty-nine eligible cases were majority classified as RD in 22.5% (20/89), TA in 48.3% (43/89), and Neither in 29.2% (26/89). Malignancy was found in 45% (9/20) of RD, 11.6% (5/43) of TA, and 0% (0/26) of Neither. There were significant differences in diagnostic imaging findings, assessment, and recommendation between subtypes. In all, 80.8% (21/26) of Neither designations represented superimposition. There was substantial interobserver agreement for MAD subtype, Gwet's AC = 0.65. The following features were significantly predictive of RD: ≥7 dense lines, straight-line type, and point convergence. Radiating distortion was predictive of malignancy, and nondense center was associated with benignity in this limited sample.
Conclusion:
Synthetic mammography/tomosynthesis screen-detected MAD classified as RD and TA demonstrated substantial interobserver agreement and significantly different clinical outcomes.
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