Lesion feature enhancement and boundary-aware fusion for pulmonary embolism recognition on CT images - Scorecard - MDSpire

Lesion feature enhancement and boundary-aware fusion for pulmonary embolism recognition on CT images

  • By

  • Jinbiao Li

  • June 18, 2026

  • 0 min

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Clinical Scorecard: Enhanced Lesion Characteristics and Boundary-Focused Fusion for Identifying Pulmonary Embolism in CT Imaging

At a Glance

CategoryDetail
Condition
Key MechanismsLesion feature enhancement and vascular boundary aware fusion (source needed).
Target Population
Care Setting

Key Highlights

  • Achieved Accuracy of 0.956, Precision of 0.961, Recall of 0.951, and AUC of 0.971 in internal evaluation.

Guideline-Based Recommendations

Diagnosis

    Management

      Monitoring & Follow-up

        Risks

          Patient & Prescribing Data

          Computer-aided screening may enhance recognition and evaluation of pulmonary embolism (source needed).

          Clinical Best Practices

            Related Resources & Content

            Original Source(s)

            Lesion feature enhancement and boundary-aware fusion for pulmonary embolism recognition on CT images

            • by Jinbiao Li

            • June 18, 2026

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