39 publications · sorted by year, newest first.
2021
Association of Daily Alcohol Intake, Volumetric Breast Density, and Breast Cancer Risk
Rustagi AS, Scott CG, Winham SJ, Brandt KR, Norman AD, Jensen MR, Shepherd J, Hruska CB, Heine J, Pankratz VS, Kerlikowske K, Vachon CM
JNCI Cancer Spectrum, 5, (2021)
Mammographic Variation Measures, Breast Density, and Breast Cancer Risk
Heine J, Fowler E, Scott CG, Jensen MR, Shepherd J, Hruska CB, Winham SJ, Brandt KR, Wu F, Norman AD, Pankratz VS, Miglioretti DL, Kerlikowske K, Vachon CM
American Journal of Roentgenology, 217, 326-335 (2021)
Association of mammographic density measures and breast cancer “intrinsic” molecular subtypes
Kleinstern G, Scott CG, Tamimi RM, Jensen MR, Pankratz VS, Bertrand KA, …, Shepherd J, et al.
Breast Cancer Research and Treatment, 187, 215-224 (2021)
Deep Learning Predicts Interval and Screening-detected Cancer from Screening Mammograms: A Case-Case-Control Study in 6369 Women
Zhu X, Wolfgruber T, Leong LT, Jensen MR, Scott CG, Winham SJ, Sadowski P, Vachon CM, Kerlikowske K, Shepherd J
Radiology, 301, 550-558 (2021)
2019
Using Digital Pathology to Understand Epithelial Characteristics of Benign Breast Disease among Women Undergoing Diagnostic Image-Guided Breast Biopsy
Mullooly M, Puvanesarajah S, Fan S, Pfeiffer RM, Olsson LT, Hada M, …, Shepherd J, et al.
Cancer Prevention Research, 12, 861-870 (2019)
Derived mammographic masking measures based on simulated lesions predict the risk of interval cancer after controlling for known risk factors: a case‐case analysis
Hinton B, Ma L, Mahmoudzadeh AP, Malkov S, Fan B, Greenwood H, Joe BN, Lee V, Strand F, Kerlikowske K, Shepherd J
Medical Physics, 46, 1309-1316 (2019)
Relationship of circulating insulin-like growth factor-I and binding proteins 1–7 with mammographic density among women undergoing image-guided diagnostic breast biopsy
Hada M, Oh H, Pfeiffer RM, Falk RT, Fan S, Mullooly M, …, Shepherd J, et al.
Breast Cancer Research, 21, 81 (2019)
Automated volumetric breast density measures: differential change between breasts in women with and without breast cancer
Brandt KR, Scott CG, Miglioretti DL, Jensen MR, Mahmoudzadeh AP, Hruska CB, Ma L, Wu F, Cummings SR, Norman AD, Engmann NJ, Shepherd J, Winham SJ, Kerlikowske K, Vachon CM
Breast Cancer Research, 21, 118 (2019)
Deep learning networks find unique mammographic differences in previous negative mammograms between interval and screen-detected cancers: a case-case study
Hinton B, Ma L, Mahmoudzadeh AP, Malkov S, Fan B, Greenwood H, Joe BN, Lee V, Kerlikowske K, Shepherd J
Cancer Imaging, 19, 41 (2019)
Longitudinal Changes in Volumetric Breast Density in Healthy Women across the Menopausal Transition
Engmann NJ, Scott CG, Jensen MR, Winham SJ, Ma L, Brandt KR, …, Shepherd J, et al.
Cancer Epidemiology Biomarkers & Prevention, 28, 1324-1330 (2019)
Combined effect of volumetric breast density and body mass index on breast cancer risk
Engmann NJ, Scott CG, Jensen MR, Winham SJ, Miglioretti DL, Ma L, …, Shepherd J, et al.
Breast Cancer Research and Treatment, 177, 165-173 (2019)
Body mass index, mammographic density, and breast cancer risk by estrogen receptor subtype
Shieh Y, Scott CG, Jensen MR, Norman AD, Bertrand KA, Pankratz VS, Brandt KR, Visscher DW, Shepherd J, Tamimi RM, Vachon CM, Kerlikowske K
Breast Cancer Research, 21, 48 (2019)
2018
Deep learning methods aid in predicting risk of interval cancer
Hinton B, Shepherd J, Kerlikowske K, Joe BN, Greenwood H, Ma L
Does mammographic density mediate risk factor associations with breast cancer? An analysis by tumor characteristics
Rice MS, Tamimi RM, Bertrand KA, Scott CG, Jensen MR, Norman AD, …, Shepherd J, et al.
Breast Cancer Research and Treatment, 170, 129-141 (2018)
Automated and Clinical Breast Imaging Reporting and Data System Density Measures Predict Risk for Screen-Detected and Interval Cancers
Kerlikowske K, Scott CG, Mahmoudzadeh AP, Ma L, Winham SJ, Jensen MR, Wu F, Malkov S, Pankratz VS, Cummings SR, Shepherd J, Brandt KR, Miglioretti DL, Vachon CM
Annals of Internal Medicine, 168, 757-765 (2018)
2017
Interaction of mammographic breast density with menopausal status and postmenopausal hormone use in relation to the risk of aggressive breast cancer subtypes
Yaghjyan L, Tamimi RM, Bertrand KA, Scott CG, Jensen MR, Pankratz VS, …, Shepherd J, et al.
Breast Cancer Research and Treatment, 165, 421-431 (2017)
Combining quantitative and qualitative breast density measures to assess breast cancer risk
Kerlikowske K, Ma L, Scott CG, Mahmoudzadeh AP, Jensen MR, Sprague BL, Henderson LM, Pankratz VS, Cummings SR, Miglioretti DL, Vachon CM, Shepherd J
Breast Cancer Research, 19, 97 (2017)
Longitudinal Changes in Volumetric Breast Density with Tamoxifen and Aromatase Inhibitors
Engmann NJ, Scott CG, Jensen MR, Ma L, Brandt KR, Mahmoudzadeh AP, …, Shepherd J, et al.
Cancer Epidemiology Biomarkers & Prevention, 26, 930-937 (2017)
2016
Identification, segmentation, and characterization of microcalcifications on mammography
Drukker K, Malkov S, Avila J, Kerlikowske K, Joe BN, Krings G, Creasman JM, Drukteinis JS, Pereira M, Kazemi L, Shepherd J, Giger ML
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE, 9785, 97850S (2016)
Do Women with Low Breast Density Have Regionally High Breast Density?
Mahmoudzadeh AP, Malkov S, Hinton B, Sprague BL, Kerlikowske K, Shepherd J
Lecture notes in computer science, , 548-553 (2016)
Circulating insulin-like growth factor-I, insulin-like growth factor binding protein-3 and terminal duct lobular unit involution of the breast: a cross-sectional study of women with benign breast disease
Horne HN, Sherman ME, Pfeiffer RM, Figueroa JD, Khodr ZG, Falk RT, …, Shepherd J, et al.
Breast Cancer Research, 18, 24 (2016)
Mammographic texture and risk of breast cancer by tumor type and estrogen receptor status
Malkov S, Shepherd J, Scott CG, Tamimi RM, Ma L, Bertrand KA, Couch FJ, Jensen MR, Mahmoudzadeh AP, Fan B, Norman AD, Brandt KR, Pankratz VS, Vachon CM, Kerlikowske K
Breast Cancer Research, 18, 122 (2016)
2015
Leukocyte telomere length and its association with mammographic density and proliferative diagnosis among women undergoing diagnostic image-guided breast biopsy
Bodelón C, Heaphy CM, Meeker AK, Geller BM, Vacek PM, Weaver DL, Chicoine RE, Shepherd J, Mahmoudzadeh AP, Patel D, Brinton LA, Sherman ME, Gierach GL
BMC Cancer, 15, 823 (2015)
The Effect of Change in Body Mass Index on Volumetric Measures of Mammographic Density
Hart V, Reeves KW, Sturgeon SR, Reich NG, Sievert LL, Kerlikowske K, Ma L, Shepherd J, Tice JA, Mahmoudzadeh AP, Malkov S, Sprague BL
Cancer Epidemiology Biomarkers & Prevention, 24, 1724-1730 (2015)
Dense and Nondense Mammographic Area and Risk of Breast Cancer by Age and Tumor Characteristics
Bertrand KA, Scott CG, Tamimi RM, Jensen MR, Pankratz VS, Norman AD, …, Shepherd J, et al.
Cancer Epidemiology Biomarkers & Prevention, 24, 798-809 (2015)
Comparison of Clinical and Automated Breast Density Measurements: Implications for Risk Prediction and Supplemental Screening
Brandt KR, Scott CG, Ma L, Mahmoudzadeh AP, Jensen MR, Whaley DH, Wu F, Malkov S, Hruska CB, Norman AD, Heine J, Shepherd J, Pankratz VS, Kerlikowske K, Vachon CM
Radiology, 279, 710-719 (2015)
2014
Automated volumetric breast density derived by shape and appearance modeling
Malkov S, Kerlikowske K, Shepherd J
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE, 9034, 90342T (2014)
First pregnancy events and future breast density: modification by age at first pregnancy and specific VEGF and IGF1R gene variants
Prebil LA, Ereman R, Powell M, Jamshidian F, Kerlikowske K, Shepherd J, Hurlbert M, Benz CC
Cancer Causes & Control, 25, 859-868 (2014)
Comparison of Mammographic Density Assessed as Volumes and Areas among Women Undergoing Diagnostic Image-Guided Breast Biopsy
Gierach GL, Geller BM, Shepherd J, Patel DA, Vacek PM, Weaver DL, Chicoine RE, Pfeiffer RM, Fan B, Mahmoudzadeh AP, Wang J, Johnson JM, Herschorn SD, Brinton LA, Sherman ME
Cancer Epidemiology Biomarkers & Prevention, 23, 2338-2348 (2014)
2013
High mammographic density in women of Ashkenazi Jewish descent
Caswell‐Jin JL, Kerlikowske K, Shepherd J, Cummings SR, Hu D, Huntsman S, Ziv E
Breast Cancer Research, 15, R40 (2013)
Agreement of Mammographic Measures of Volumetric Breast Density to MRI
Wang J, Azziz A, Fan B, Malkov S, Klifa C, Newitt DC, Yitta S, Hylton NM, Kerlikowske K, Shepherd J
PLoS ONE, 8, e81653 (2013)
Mammographic density and risk of breast cancer by age and tumor characteristics
Bertrand KA, Tamimi RM, Scott CG, Jensen MR, Pankratz VS, Visscher DW, …, Shepherd J, et al.
Breast Cancer Research, 15, R104 (2013)
