Tumor or Inflammation? How Multi-Modality Image Fusion and Shear Wave Elastography Can Help Solve the Diagnostic Dilemma

Differentiating intraocular tumors from inflammatory conditions remains a major diagnostic challenge in ophthalmology, particularly in masquerade syndromes where clinical and imaging features overlap. Despite advances in ocular imaging, no single modality provides sufficient diagnostic specificity. This narrative review synthesizes current evidence on optical imaging modalities, ultrasonography, and elastography, focusing on their complementary roles in intraocular disease characterization, with emphasis on shear wave elastography (SWE) within a multimodal framework. Conventional imaging provides partial insights: OCT and ultrasonography define structural features, while angiographic techniques assess vascular behavior. Elastography adds a biomechanical dimension by enabling in vivo assessment of tissue stiffness. Malignant lesions typically exhibit increased stiffness and heterogeneity, whereas inflammatory processes show more variable profiles, yet overlap exists. Integrating structural, vascular, and biomechanical data improves pattern recognition and diagnostic confidence. A tri-axis fusion model and a practical diagnostic workflow are proposed to support clinical decision-making. Multi-modality image fusion represents a shift toward hybrid multi-dimensional tissue characterization in ophthalmology. The addition of elastography may assist in the differential diagnosis process between intraocular tumors and inflammatory conditions. Further standardization, validation, and integration with artificial intelligence are required for routine clinical implementation.

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Publication Details

Journal
Diagnostics
Published
2026-07-23
DOI
https://doi.org/10.3390/diagnostics16152300
Primary Topic
Ultrasound Imaging and Elastography
Type
article
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article

Tumor or Inflammation? How Multi-Modality Image Fusion and Shear Wave Elastography Can Help Solve the Diagnostic Dilemma

Eleni E. Drakonaki, Εfstathios T. Detorakis, George Bontzos
Diagnostics
Ultrasound Imaging and Elastography
article

Tumor or Inflammation? How Multi-Modality Image Fusion and Shear Wave Elastography Can Help Solve the Diagnostic Dilemma

Eleni E. Drakonaki, Εfstathios T. Detorakis, George Bontzos
article en

Abstract

Differentiating intraocular tumors from inflammatory conditions remains a major diagnostic challenge in ophthalmology, particularly in masquerade syndromes where clinical and imaging features overlap. Despite advances in ocular imaging, no single modality provides sufficient diagnostic specificity. This narrative review synthesizes current evidence on optical imaging modalities, ultrasonography, and elastography, focusing on their complementary roles in intraocular disease characterization, with emphasis on shear wave elastography (SWE) within a multimodal framework. Conventional imaging provides partial insights: OCT and ultrasonography define structural features, while angiographic techniques assess vascular behavior. Elastography adds a biomechanical dimension by enabling in vivo assessment of tissue stiffness. Malignant lesions typically exhibit increased stiffness and heterogeneity, whereas inflammatory processes show more variable profiles, yet overlap exists. Integrating structural, vascular, and biomechanical data improves pattern recognition and diagnostic confidence. A tri-axis fusion model and a practical diagnostic workflow are proposed to support clinical decision-making. Multi-modality image fusion represents a shift toward hybrid multi-dimensional tissue characterization in ophthalmology. The addition of elastography may assist in the differential diagnosis process between intraocular tumors and inflammatory conditions. Further standardization, validation, and integration with artificial intelligence are required for routine clinical implementation.

DiagnosticsVol. 16(15)
University Hospital of Heraklion (GR)
Peace, Justice and strong institutions
Openalex Percentile: Top 9%
Ultrasound Imaging and Elastography
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