Duke University · Biomedical EngineeringThe Thyroid Insight Lab
Benjamin Wildman-Tobriner · Durham, North Carolina
Research Focus
The lab led by Dr. Benjamin Wildman-Tobriner focuses on improving the management of thyroid nodules using advanced imaging techniques and artificial intelligence. The main goal of the research is to reduce unnecessary biopsies and treatments for low-risk thyroid cancers by developing criteria that emphasize patient outcomes rather than merely diagnosing cancer. By integrating machine learning with ultrasound imaging, the lab aims to enhance diagnostic accuracy and ultimately lower healthcare costs.
Thyroid CancerUltrasound ImagingArtificial IntelligenceDeep LearningRisk Stratification
Research Aims
3AIM 01Define high- and low-risk thyroid nodules focusing on patient mortality.
AIM 02Develop a deep learning model to differentiate between high-risk and low-risk nodules.
AIM 03Create a feature-based risk stratification system for thyroid nodules.
Skills the Lab Values
Ultrasound ImagingMachine LearningDeep Learning ModelsData AnalysisRisk Assessment
Output against the department
Publications77bottom 11% of dept.527th of 595
this lab
most publishedleast published
Citations1.3kbottom 9% of dept.544th of 595
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.