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ORCIDJohn A. Shepherd 0002
Person information
- affiliation: University of Hawaii, Cancer Center, Honolulu, HI, USA
- affiliation (1999 - 2018): University of California San Francisco, School of Medicine, San Francisco, CA, USA
Other persons with the same name
- John Shepherd 0001
![[0000-0003-1241-4182]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-1241-4182")
(aka: John A. Shepherd 0001) — University of New South Wales, School of Computer Science and Engineering, Sydney, Australia (and 1 more) - John Shepherd 0003 — Toyota Research Institute, Los Altos, CA, USA (and 1 more)
- John Shepherd 0004 — Freescale Semiconductor Inc., Toulouse, France
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Journal Articles
- 2024
[j2]Matthew J. Sniatynski, John A. Shepherd, Lynne R. Wilkens, D. Frank Hsu, Bruce S. Kristal:
The DIRAC framework: Geometric structure underlies roles of diversity and accuracy in combining classifiers. Patterns 5(3): 100924 (2024)- 2022
- [j1]Matthew J. Sniatynski, John A. Shepherd, Thomas Ernst, Lynne R. Wilkens, D. Frank Hsu, Bruce S. Kristal:
Ranks underlie outcome of combining classifiers: Quantitative roles for diversity and accuracy. Patterns 3(2): 100415 (2022)
Conference and Workshop Papers
- 2020
- [c21]Sima Sobhiyeh, Nathan Borel, Marcelline Dechenaud, Clinten A. Graham, Michael C. Wong, Peter R. Wolenski, John Shepherd, Steven B. Heymsfield:
Fully Automated Pipeline for Body Composition Estimation from 3D Optical Scans using Principal Component Analysis: A Shape Up Study. EMBC 2020: 1853-1858 - 2019
- [c20]Sima Sobhiyeh, Alexander Dunkel, Marcelline Dechenaud, Samantha Kennedy, John Shepherd, Steven B. Heymsfield, Peter R. Wolenski:
Crotch detection on 3D optical scans of human subjects. 3DMPD 2019: 1-7 - [c19]Sima Sobhiyeh, Marcelline Dechenaud, Alexander Dunkel, Margarite L. LaBorde, Samantha Kennedy, John Shepherd, Steven B. Heymsfield, Peter R. Wolenski:
Hole Filling in 3D Scans for Digital Anthropometric Applications. EMBC 2019: 2752-2757 - 2018
- [c18]Benjamin Hinton, Heather Greenwood, Bonnie N. Joe, Karla Kerlikowske, Lin Ma, John Shepherd:
Deep learning methods aid in predicting risk of interval cancer. IWBI 2018: 107181D - 2017
- [c17]Karen Drukker, Benjamin Q. Huynh, Maryellen L. Giger, Serghei Malkov, Jesús I. Ávila, Bo Fan, Bonnie N. Joe, Karla Kerlikowske, Jennifer S. Drukteinis, Leila Kazemi, Malesa M. Pereira, John Shepherd:
Deep learning and three-compartment breast imaging in breast cancer diagnosis. Medical Imaging: Computer-Aided Diagnosis 2017: 101341F - 2016
- [c16]Serghei Malkov, Jesús Ávila, Bo Fan, Bonnie N. Joe, Karla Kerlikowske, Maryellen L. Giger, Karen Drukker, Jennifer S. Drukteinis, Leila Kazemi, Malesa Pereira, John Shepherd:
Calibration Procedure of Three Component Mammographic Breast Imaging. Digital Mammography / IWDM 2016: 211-218 - [c15]Benjamin Hinton, Serghei Malkov, Jesús Ávila, Bo Fan, Bonnie N. Joe, Karla Kerlikowske, Lin Ma, Amir Pasha Mahmoudzadeh, John Shepherd:
A Measure of Regional Mammographic Masking Based on the CDMAM Phantom. Digital Mammography / IWDM 2016: 525-531 - [c14]Amir Pasha Mahmoudzadeh, Serghei Malkov, Benjamin Hinton, Brian Sprague, Karla Kerlikowske, John Shepherd:
Do Women with Low Breast Density Have Regionally High Breast Density? Digital Mammography / IWDM 2016: 548-553 - [c13]Jesús Ávila, Serghei Malkov, Maryellen L. Giger, Karen Drukker, John A. Shepherd:
Energy Dependence of Water and Lipid Calibration Materials for Three-Compartment Breast Imaging. Digital Mammography / IWDM 2016: 554-563 - [c12]Karen Drukker, Serghei Malkov, Jesús Ávila, Karla Kerlikowske, Bonnie N. Joe, Gregor Krings, Jennifer Creasman, Jennifer S. Drukteinis, Malesa M. Pereira, Leila Kazemi, John Shepherd, Maryellen L. Giger:
Identification, segmentation, and characterization of microcalcifications on mammography. Medical Imaging: Computer-Aided Diagnosis 2016: 97850S - 2014
- [c11]Serghei Malkov, Fred Duewer, Karla Kerlikowske, Karen Drukker, Maryellen L. Giger, John Shepherd:
Compositional Three-Component Breast Imaging of Fibroadenoma and Invasive Cancer Lesions: Pilot Study. Digital Mammography / IWDM 2014: 109-114 - [c10]Serghei Malkov, Amir Pasha Mahmoudzadeh, Karla Kerlikowske, John Shepherd:
Automated Volumetric Breast Density Derived by Statistical Model Approach. Digital Mammography / IWDM 2014: 257-264 - [c9]Karen Drukker, Maryellen L. Giger, Fred Duewer, Serghei Malkov, Christopher I. Flowers, Bonnie N. Joe, Karla Kerlikowske, Jennifer S. Drukteinis, John Shepherd:
Roles of biologic breast tissue composition and quantitative image analysis of mammographic images in breast tumor characterization. Medical Imaging: Computer-Aided Diagnosis 2014: 90351U - [c8]Serghei Malkov, Karla Kerlikowske, John Shepherd:
Automated volumetric breast density derived by shape and appearance modeling. Medical Imaging: Image Processing 2014: 90342T - 2012
- [c7]Fred Duewer, Chris I. Flowers, Karla Kerlikowske, Serghei Malkov, Bonnie N. Joe, John A. Shepherd:
Improvements and Performance of Diagnostic Compositional Imaging Using a Novel Dual-Energy X-ray Technique. Digital Mammography / IWDM 2012: 569-574 - [c6]Jeff Wang, Ania Aziz, David Newitt, Bonnie N. Joe, Nola Hylton, John A. Shepherd:
Comparison of Hologic's Quantra Volumetric Assessment to MRI Breast Density. Digital Mammography / IWDM 2012: 619-626 - [c5]Serghei Malkov, Jeff Wang, Fred Duewer, John A. Shepherd:
A Calibration Approach for Single-Energy X-ray Absorptiometry Method to Provide Absolute Breast Tissue Composition Accuracy for the Long Term. Digital Mammography / IWDM 2012: 769-774 - 2010
- [c4]Serghei Malkov, Lin Ma, Karla Kerlikowske, Jeff Wang, Steve Cummings, John Shepherd:
Comparison of Subregional Breast Density with Whole Breast Density. Digital Mammography / IWDM 2010: 402-407 - 2008
- [c3]Serghei Malkov, Jeff Wang, John Shepherd:
Improvements to Single Energy Absorptiometry Method for Digital Mammography to Quantify Breast Tissue Density. Digital Mammography / IWDM 2008: 1-8 - [c2]Aurelie Laidevant, Serghei Malkov, Alfred Au, John Shepherd:
Dual-Energy X-Ray Absorptiometry Method Using a Full Field Digital Mammography System. Digital Mammography / IWDM 2008: 108-115 - [c1]Jeff Wang, Serghei Malkov, Bo Fan, John Shepherd:
Cross-Calibration and Longitudinal Quality Control of Hologic Selenia Full-Field Digital Mammography Systems for Volumetric Breast Density Measurements. Digital Mammography / IWDM 2008: 740-747
Informal and Other Publications
- 2024
- [i3]Arianna Bunnell, Yannik Glaser, Dustin Valdez, Thomas Wolfgruber, Aleen Altamirano, Carol Zamora González, Brenda Y. Hernandez, Peter Sadowski, John A. Shepherd:
Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound. CoRR abs/2407.00267 (2024) - [i2]Arianna Bunnell, Kailee Hung, John A. Shepherd, Peter Sadowski:
BUSClean: Open-source software for breast ultrasound image pre-processing and knowledge extraction for medical AI. CoRR abs/2407.11316 (2024) - 2022
- [i1]Lambert T. Leong, Michael C. Wong, Yannik Glaser, Thomas Wolfgruber, Steven B. Heymsfield, Peter Sadwoski, John A. Shepherd:
Quantitative Imaging Principles Improves Medical Image Learning. CoRR abs/2206.06663 (2022)
Coauthor Index
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