Skip to main content

Selected Publications

Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach.

Journal Article J Digit Imaging · December 2023 Large numbers of radiographic images are available in musculoskeletal radiology practices which could be used for training of deep learning models for diagnosis of knee abnormalities. However, those images do not typically contain readily available labels ... Full text Link to item Cite

Feasibility of predicting a screening digital breast tomosynthesis recall using features extracted from the electronic medical record.

Journal Article Eur J Radiol · September 2023 PURPOSE: Tools to predict a screening mammogram recall at the time of scheduling could improve patient care. We extracted patient demographic and breast care history information within the electronic medical record (EMR) for women undergoing digital breast ... Full text Link to item Cite

Multistep Automated Data Labelling Procedure (MADLaP) for thyroid nodules on ultrasound: An artificial intelligence approach for automating image annotation.

Journal Article Artif Intell Med · July 2023 Machine learning (ML) for diagnosis of thyroid nodules on ultrasound is an active area of research. However, ML tools require large, well-labeled datasets, the curation of which is time-consuming and labor-intensive. The purpose of our study was to develop ... Full text Link to item Cite