Understanding and reducing unnecessary thyroid cancer diagnoses

Estimating and Mitigating Thyroid Cancer Overdiagnosis: A Mathematical Modeling Approach

NIH-funded research University of Wisconsin-Madison · NIH-10827894

This study is looking at how we can reduce the number of people diagnosed with thyroid cancer that they don’t actually need treatment for, by using math and engineering to understand what causes these overdiagnoses and how changes in medical practices can help keep patients from getting unnecessary treatments.

Quick facts

Grant typeR01 grant
Study typeNIH-funded research
Funding institutionUniversity of Wisconsin-Madison NIH-funded
Lab location1 site (Madison, United States)
Project IDNIH-10827894 on NIH RePORTER

What this research studies

This research aims to tackle the issue of overdiagnosis in thyroid cancer, which occurs when patients are diagnosed with a cancer that would not have caused symptoms or death. By employing mathematical modeling and systems engineering, the project seeks to identify the factors contributing to overdiagnosis and develop strategies to mitigate it. The research will explore how changes in imaging referrals and biopsy size thresholds can impact diagnosis rates and patient outcomes. Ultimately, the goal is to provide clearer guidelines that can help reduce unnecessary treatments and associated complications for patients.

Who could benefit from this research

Good fit: Ideal candidates for this research include individuals who have been diagnosed with small papillary thyroid cancers or those at risk for thyroid cancer.

Not a fit: Patients with aggressive thyroid cancers that require immediate treatment may not benefit from this research.

Why it matters

Potential benefit: If successful, this research could lead to more accurate thyroid cancer diagnoses and reduce unnecessary treatments, thereby improving patient quality of life.

How similar studies have performed: Previous research has indicated that mathematical modeling can effectively inform clinical practices, suggesting potential success for this innovative approach.

Where this research is happening

Madison, United States

Researchers

About this research

  1. This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
  2. Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
  3. For full project details, budget, and progress reports, visit the official NIH RePORTER page below.
Conditions Cancersneoplasm/cancer
Last reviewed 2026-06-13 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.