Current Appointments & Affiliations
Associate Professor of Radiology
·
2021 - Present
Radiology, Abdominal Imaging,
Radiology
Recent Publications
Automated selection of abdominal MRI series using a DICOM metadata classifier and selective use of a pixel-based classifier.
Journal Article Abdom Radiol (NY) · October 2024 Accurate, automated MRI series identification is important for many applications, including display ("hanging") protocols, machine learning, and radiomics. The use of the series description or a pixel-based classifier each has limitations. We demonstrate a ... Full text Link to item CiteSimplifying risk stratification for thyroid nodules on ultrasound: validation and performance of an artificial intelligence thyroid imaging reporting and data system.
Journal Article Curr Probl Diagn Radiol · 2024 PURPOSE: To validate the performance of a recently created risk stratification system (RSS) for thyroid nodules on ultrasound, the Artificial Intelligence Thyroid Imaging Reporting and Data System (AI TI-RADS). MATERIALS AND METHODS: 378 thyroid nodules fr ... Full text Link to item CiteDeep learning for classification of thyroid nodules on ultrasound: validation on an independent dataset.
Journal Article Clin Imaging · July 2023 OBJECTIVES: The purpose is to apply a previously validated deep learning algorithm to a new thyroid nodule ultrasound image dataset and compare its performances with radiologists. METHODS: Prior study presented an algorithm which is able to detect thyroid ... Full text Link to item CiteEducation, Training & Certifications
Duke University ·
1999
M.D.