John A. Shepherd
Orcid: 0000-0003-2280-2541Affiliations:
- University of Hawaii, Cancer Center, Honolulu, HI, USA
- University of California San Francisco, School of Medicine, San Francisco, CA, USA (1999 - 2018)
According to our database1,
John A. Shepherd
authored at least 27 papers
between 2008 and 2024.
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Bibliography
2024
The DIRAC framework: Geometric structure underlies roles of <i>diversity</i> and <i>accuracy</i> in combining classifiers.
Patterns, March, 2024
npj Digit. Medicine, 2024
BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI.
CoRR, 2024
Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2022
Ranks underlie outcome of combining classifiers: Quantitative roles for <i>diversity</i> and <i>accuracy</i>.
Patterns, 2022
2020
Fully Automated Pipeline for Body Composition Estimation from 3D Optical Scans using Principal Component Analysis: A Shape Up Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 3D Measurement and Data Processing 2019, 2019
2018
Proceedings of the 14th International Workshop on Breast Imaging, 2018
2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Identification, segmentation, and characterization of microcalcifications on mammography.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016
Proceedings of the Breast Imaging, 2016
Proceedings of the Breast Imaging, 2016
Proceedings of the Breast Imaging, 2016
Energy Dependence of Water and Lipid Calibration Materials for Three-Compartment Breast Imaging.
Proceedings of the Breast Imaging, 2016
2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Roles of biologic breast tissue composition and quantitative image analysis of mammographic images in breast tumor characterization.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
Compositional Three-Component Breast Imaging of Fibroadenoma and Invasive Cancer Lesions: Pilot Study.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014
2012
Proceedings of the Breast Imaging, 2012
A Calibration Approach for Single-Energy X-ray Absorptiometry Method to Provide Absolute Breast Tissue Composition Accuracy for the Long Term.
Proceedings of the Breast Imaging, 2012
Improvements and Performance of Diagnostic Compositional Imaging Using a Novel Dual-Energy X-ray Technique.
Proceedings of the Breast Imaging, 2012
2010
Proceedings of the Digital Mammography, 2010
2008
Cross-Calibration and Longitudinal Quality Control of Hologic Selenia Full-Field Digital Mammography Systems for Volumetric Breast Density Measurements.
Proceedings of the Digital Mammography, 2008
Improvements to Single Energy Absorptiometry Method for Digital Mammography to Quantify Breast Tissue Density.
Proceedings of the Digital Mammography, 2008
Dual-Energy X-Ray Absorptiometry Method Using a Full Field Digital Mammography System.
Proceedings of the Digital Mammography, 2008