An online nomogram based on bimodal ultrasound images for preoperative diagnosis of cytologically indeterminate thyroid nodules - Scorecard - MDSpire

An online nomogram based on bimodal ultrasound images for preoperative diagnosis of cytologically indeterminate thyroid nodules

  • By

  • Wenwu Lu

  • Di Zhang

  • Xin Wu

  • Wenbo Ding

  • Xiang Xie

  • Lei Hu

  • Lei Ye

  • Wang Zhou

  • Chaoxue Zhang

  • June 29, 2026

  • 0 min

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Clinical Scorecard: Development of an Online Nomogram Utilizing Bimodal Ultrasound Imaging for Preoperative Evaluation of Cytologically Indeterminate Thyroid Nodules

At a Glance

CategoryDetail
ConditionCytologically Indeterminate Thyroid Nodules
Key MechanismsBimodal ultrasound imaging (B-mode ultrasound and strain elastography) combined with molecular testing
Target PopulationPatients with cytologically indeterminate thyroid nodules
Care SettingMulticenter diagnostic study

Key Highlights

  • Nomogram model developed to assess malignancy risk in indeterminate thyroid nodules
  • Strong performance with AUC values of 0.907, 0.885, and 0.860 in different cohorts
  • Integration of multimodal imaging features and genetic testing enhances diagnostic accuracy
  • Aim to reduce unnecessary diagnostic thyroidectomies
  • Model evaluated for discrimination, calibration, and clinical usefulness

Guideline-Based Recommendations

Diagnosis

  • Use fine-needle aspiration (FNA) for cytologically indeterminate nodules
  • Consider molecular testing to stratify malignancy risk

Management

  • Utilize the nomogram for preoperative assessment of ITNs
  • Support decisions regarding surveillance or surgery based on malignancy risk

Monitoring & Follow-up

  • Regular follow-up for patients with indeterminate nodules based on risk assessment

Risks

  • Risk of unnecessary surgeries in benign cases due to indeterminate cytology

Patient & Prescribing Data

Patients with cytologically indeterminate thyroid nodules

Non-invasive assessment methods may reduce the need for repeat FNA and diagnostic lobectomy

Clinical Best Practices

  • Incorporate multimodal imaging and molecular testing in the evaluation of thyroid nodules
  • Utilize AI-based tools for improved diagnostic accuracy in thyroid imaging

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