I am an associate professor of physics at Wheaton College, and Visiting Scholar in the Department of Radiology at The University of Chicago.
Comparison of diagnostic performances, case-based repeatability, and operating sensitivity and specificity in classification of breast lesions using DCE-MRI
Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions
Repeatability profiles towards consistent sensitivity and specificity levels for machine learning on breast DCE-MRI
Improvement of classification performance using harmonization across field strength of radiomic features extracted from DCE-MR images of the breast
Using ResNet feature extraction in computer-aided diagnosis of breast cancer on 927 lesions imaged with multiparametric MRI
Effect of diversity of patient population and acquisition systems on the use of radiomics and machine learning for classification of 2,397 breast lesions
Robustness of radiomic breast features of benign lesions and luminal A cancers across MR magnet strengths