Intravoxel incoherent motion combined with conventional MRI for the differentiation of benign, intermediate, and malignant fibrous soft-tissue tumors - Report - MDSpire

Intravoxel incoherent motion combined with conventional MRI for the differentiation of benign, intermediate, and malignant fibrous soft-tissue tumors

  • By

  • Yue Dai

  • Yuhan Long

  • Jie Zhou

  • Juan Tao

  • Wenjia Wang

  • Yifeng Zhu

  • Kai Zhang

  • June 26, 2026

  • 0 min

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Clinical Report: Utilizing Intravoxel Incoherent Motion alongside Standard MRI

Overview

This study evaluates the effectiveness of intravoxel incoherent motion (IVIM) and conventional MRI in differentiating benign, intermediate, and malignant fibrous soft-tissue tumors (STTs).

Background

Fibroblastic/myofibroblastic tumors represent a common category of soft-tissue tumors, with varying degrees of malignancy. Accurate differentiation between benign, intermediate, and malignant tumors is crucial for determining appropriate treatment strategies. The overlapping MRI features of these tumors complicate diagnosis, highlighting the need for advanced imaging techniques like IVIM.

Data Highlights

ParameterBenignIntermediateMalignant
Standard-ADCmeanHigherLowerLowest
DmeanHigherLowerLowest
fmeanLowerLowerHigher

Key Findings

  • Malignant tumors exhibited higher heterogeneity on T2WI and contrast enhancement T1WI compared to benign and intermediate tumors.
  • Necrosis was more prevalent in malignant tumors than in benign and intermediate tumors.
  • Intermediate and malignant tumors showed tail-like patterns and invasiveness more frequently than benign tumors.
  • Standard-ADCmean had the highest AUC (0.894) for differentiating intermediate from benign STTs.
  • Dmean demonstrated the highest AUC (0.961) for distinguishing malignancies from benign STTs.
  • The combination of conventional MRI signs and IVIM parameters yielded the highest AUC of 0.971 for differentiating benign from non-benign STTs.

Clinical Implications

The integration of IVIM parameters with conventional MRI can enhance the differentiation of fibrous STTs.

Conclusion

IVIM diffusion parameters provide valuable insights for differentiating between benign, intermediate, and malignant fibrous STTs, complementing conventional MRI findings.

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