47 publications · sorted by year, newest first.
2023
Data from Relationship of Terminal Duct Lobular Unit Involution of the Breast with Area and Volume Mammographic Densities
Gierach GL, Patel DA, Pfeiffer RM, Figueroa JD, Linville L, Papathomas D, Johnson JM, Chicoine RE, Herschorn SD, Shepherd J, Wang J, Malkov S, Vacek PM, Weaver DL, Fan B, Mahmoudzadeh AP, Palakal M, Xiang J, Oh H, Horne HN, Sprague BL, Hewitt SM, Brinton LA, Sherman ME
Supplementary Tables 1-4 from Longitudinal Changes in Volumetric Breast Density with Tamoxifen and Aromatase Inhibitors
Engmann NJ, Scott CG, Jensen MR, Ma L, Brandt KR, Mahmoudzadeh AP, Malkov S, Whaley DH, Hruska CB, Wu F, Winham SJ, Miglioretti DL, Norman AD, Heine J, Shepherd J, Pankratz VS, Vachon CM, Kerlikowske K
Supplementary Tables 1 - 2 from 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
Supplementary Figure 1 from 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
Data from 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
Alternative methods to measure breast density in younger women
Lloyd R, Pirikahu S, Walter J, Cadby G, Darcey E, Perera D, Hickey M, Saunders C, Karnowski K, Sampson DD, Shepherd J, Lilge L, Stone J
British Journal of Cancer, 128, 1701-1709 (2023)
2020
Stiff stroma increases breast cancer risk by inducing the oncogene ZNF217
Northey JJ, Barrett A, Acerbi I, Hayward M, Talamantes S, Dean I, Mouw JK, Ponik SM, Lakins JN, Huang P, Wu J, Shi Q, Samson SL, Keely PJ, Mukhtar RA, Liphardt J, Shepherd J, Hwang ES, Chen Y, Hansen KC, Littlepage LE, Weaver VM
Journal of Clinical Investigation, 130, 5721-5737 (2020)
2019
Metadata and data files supporting the related article: Application of convolutional neural networks to breast biopsies to delineate tissue correlates of mammographic breast density
Mullooly M, Bejnordi BE, Pfeiffer RM, Fan S, Palakal M, Hada M, Vacek PM, Weaver DL, Shepherd J, Fan B, Mahmoudzadeh AP, Wang J, Malkov S, Johnson JM, Herschorn SD, Sprague BL, Hewitt SM, Brinton LA, Karssemeijer N, Laak JVD, Beck AH, Sherman ME, Gierach GL
Figshare, , (2019)
Measurement challenge: protocol for international case–control comparison of mammographic measures that predict breast cancer risk
Dench EK, Bond‐Smith D, Darcey E, Lee G, Aung YK, Chan A, Cuzick J, Ding ZY, Evans CF, Harvey JA, Highnam R, Hsieh M, Kontos D, Li S, Mariapun S, Nickson C, Nguyen TL, Pertuz S, Procopio P, Rajaram N, Repich K, Tan M, Teo S, Trinh NH, Ursin G, Wang C, dos‐Santos‐Silva I, McCormack V, Nielsen M, Shepherd J, Hopper JL, Stone J
BMJ Open, 9, e031041 (2019)
Application of convolutional neural networks to breast biopsies to delineate tissue correlates of mammographic breast density
Mullooly M, Bejnordi BE, Pfeiffer RM, Fan S, Palakal M, Hada M, Vacek PM, Weaver DL, Shepherd J, Fan B, Mahmoudzadeh AP, Wang J, Malkov S, Johnson JM, Herschorn SD, Sprague BL, Hewitt SM, Brinton LA, Karssemeijer N, Laak JVD, Beck AH, Sherman ME, Gierach GL
npj Breast Cancer, 5, 43 (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, Mahmoudzadeh AP, Whaley DH, Hruska CB, Wu F, Norman AD, Hiatt RA, Heine J, Shepherd J, Pankratz VS, Miglioretti DL, Kerlikowske K, Vachon CM
Cancer Epidemiology Biomarkers & Prevention, 28, 1324-1330 (2019)
Pubertal timing and breast density in young women: a prospective cohort study
Houghton LC, Jung S, Troisi R, LeBlanc ES, Snetselaar L, Hylton NM, Klifa C, Horn LV, Paris K, Shepherd J, Hoover RN, Dorgan JF
Breast Cancer Research, 21, 122 (2019)
2017
Abstract B27: 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 S, Brandt KR, Visscher DW, Norman AD, Cough F, Shepherd J, Fan B, Chen Y, Ma L, Beck AH, Cummings SR, Kerlikowske K, Vachon CM
Cancer Epidemiology Biomarkers & Prevention, 26, B27 (2017)
Abstract 4235: Application of convolutional neural networks to breast biopsies to uncover tissue correlates of mammographic breast density
Mullooly M, Bejnordi BE, Palakal M, Vacek PM, Weaver DL, Shepherd J, Fan B, Mahmoudzadeh AP, Wang J, Johnson JM, Herschorn SD, Sprague BL, Pfeiffer RM, Brinton LA, Sherman ME, Beck A, Gierach GL
Cancer Research, 77, 4235 (2017)
2016
A Measure of Regional Mammographic Masking Based on the CDMAM Phantom
Hinton B, Malkov S, Avila J, Fan B, Joe BN, Kerlikowske K, Ma L, Mahmoudzadeh AP, Shepherd J
Lecture notes in computer science, , 525-531 (2016)
Abstract 3424: Longitudinal changes in volumetric breast density with adjuvant endocrine therapy among women with breast cancer
Engmann NJ, Vachon CM, Scott CG, Jensen MR, Ma L, Brandt KR, Mahmoudzadeh AP, Malkov S, Whaley DH, Hruska CB, Wu F, Winham SJ, Miglioretti DL, Norman AD, Heine J, Shepherd J, Pankratz VS, Kerlikowske K
Cancer Research, 76, 3424 (2016)
2015
Abstract 2768: Relationships between mammographic density, microvessel density, and breast biopsy diagnosis
Felix AS, Lenz PH, Pfeiffer RM, Hewitt SM, Morris J, Patel D, Geller BM, Vacek PM, Weaver DL, Chicoine RE, Shepherd J, Mahmoudzadeh AP, Wang J, Fan B, Herschorn SD, Johnson J, Brinton LA, Sherman ME, Gierach GL
Cancer Research, 75, 2768 (2015)
Body fatness during childhood and adolescence and breast density in young women: a prospective analysis
Bertrand KA, Baer HJ, Orav EJ, Klifa C, Shepherd J, Horn LV, Snetselaar L, Stevens VJ, Hylton NM, Dorgan JF
Breast Cancer Research, 17, 95 (2015)
Relationship of Terminal Duct Lobular Unit Involution of the Breast with Area and Volume Mammographic Densities
Gierach GL, Patel DA, Pfeiffer RM, Figueroa JD, Linville L, Papathomas D, Johnson JM, Chicoine RE, Herschorn SD, Shepherd J, Wang J, Malkov S, Vacek PM, Weaver DL, Fan B, Mahmoudzadeh AP, Palakal M, Xiang J, Oh H, Horne HN, Sprague BL, Hewitt SM, Brinton LA, Sherman ME
Cancer Prevention Research, 9, 149-158 (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
Abstract 3279: Dense and non-dense 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, Chen Y, Kerlikowske K, Vachon CM
Cancer Research, 74, 3279 (2014)
Automated Volumetric Breast Density Derived by Statistical Model Approach
Malkov S, Mahmoudzadeh AP, Kerlikowske K, Shepherd J
Lecture notes in computer science, , 257-264 (2014)
Enhancement of Mammographic Density Measures in Breast Cancer Risk Prediction
Cheddad A, Czene K, Shepherd J, Li J, Hall P, Humphreys K
Cancer Epidemiology Biomarkers & Prevention, 23, 1314-1323 (2014)
Endogenous Sex Hormones and Breast Density in Young Women
Jung S, Stanczyk FZ, Egleston BL, Snetselaar L, Stevens VJ, Shepherd J, Horn LV, LeBlanc ES, Paris K, Klifa C, Dorgan JF
Cancer Epidemiology Biomarkers & Prevention, 24, 369-378 (2014)
Dietary Energy Density Is Positively Associated with Breast Density among Young Women
Jones JA, Hartman TJ, Klifa C, Coffman DL, Mitchell DC, Vernarelli JA, Snetselaar L, Horn LV, Stevens VJ, Robson AM, Himes JH, Shepherd J, Dorgan JF
Journal of the Academy of Nutrition and Dietetics, 115, 353-359 (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)
Automated Measurement of Volumetric Mammographic Density: A Tool for Widespread Breast Cancer Risk Assessment
Brand JS, Czene K, Shepherd J, Leifland K, Heddson B, Sundbom A, Eriksson M, Li J, Humphreys K, Hall P
Cancer Epidemiology Biomarkers & Prevention, 23, 1764-1772 (2014)
Digital mammographic density and breast cancer risk: a case–control study of six alternative density assessment methods
Eng A, Gallant Z, Shepherd J, McCormack V, Li J, Dowsett M, Vinnicombe S, Allen S, dos‐Santos‐Silva I
Breast Cancer Research, 16, 439 (2014)
2013
Menstrual and reproductive characteristics and breast density in young women
Dorgan JF, Klifa C, Deshmukh S, Egleston BL, Shepherd J, Kwiterovich PO, Horn LV, Snetselaar L, Stevens VJ, Robson AM, Lasser NL, Hylton NM
Cancer Causes & Control, 24, 1973-1983 (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)
2012
A Calibration Approach for Single-Energy X-ray Absorptiometry Method to Provide Absolute Breast Tissue Composition Accuracy for the Long Term
Malkov S, Wang J, Duewer F, Shepherd J
Lecture notes in computer science, , 769-774 (2012)
Do fatty breasts increase or decrease breast cancer risk?
Shepherd J, Kerlikowske K
Breast Cancer Research, 14, 102 (2012)
Comparison of Hologic’s Quantra Volumetric Assessment to MRI Breast Density
Wang J, Aziz A, Newitt D, Joe BN, Hylton NM, Shepherd J
Lecture notes in computer science, , 619-626 (2012)
Height, adiposity and body fat distribution and breast density in young women
Dorgan JF, Klifa C, Shepherd J, Egleston BL, Kwiterovich PO, Himes JH, Gabriel KP, Horn LV, Snetselaar L, Stevens VJ, Barton B, Robson AM, Lasser NL, Deshmukh S, Hylton NM
Breast Cancer Research, 14, R107 (2012)
2010
Comparison of Subregional Breast Density with Whole Breast Density
Malkov S, Ma L, Kerlikowske K, Wang J, Cummings S, Shepherd J
Lecture notes in computer science, , 402-407 (2010)
Abstract 2827: Adolescent diet and serum hormones, breast density and bone mineral density in young adults: findings from the Dietary Intervention in Children (DISC) Follow-Up Study
Dorgan JF, Liu L, Klifa C, Shepherd J, Stanczyk FZ, Snetselaar L, Horn LV, Stevens VJ, Robson AM, Kwiterovich PO, Lasser NL, Himes JH, Pettee-Gabriel K, Kriska AM, Ruder EH, Fang CY, Barton B
Cancer Research, 70, 2827 (2010)
Comparison of breast density measured by dual energy X-ray absorptiometry with mammographic density among adult women in Hawaii
Maskarinec G, Morimoto Y, Daida YG, Laidevant A, Malkov S, Shepherd J, Novotny R
Cancer Epidemiology, 35, 188-193 (2010)
