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79 Results Found

  • Review
  • Open Access
8 Citations
8,023 Views
14 Pages

Breast Mammographic Density: Stromal Implications on Breast Cancer Detection and Therapy

  • Patricia Fernández-Nogueira,
  • Mario Mancino,
  • Gemma Fuster,
  • Paloma Bragado,
  • Miquel Prats de Puig,
  • Pere Gascón,
  • Francisco Javier Casado and
  • Neus Carbó

12 March 2020

Current evidences state clear that both normal development of breast tissue as well as its malignant progression need many-sided local and systemic communications between epithelial cells and stromal components. During development, the stroma, throug...

  • Article
  • Open Access
7 Citations
2,641 Views
11 Pages

Is Mammographic Breast Density an Endophenotype for Breast Cancer?

  • Ellie Darcey,
  • Nina McCarthy,
  • Eric K. Moses,
  • Christobel Saunders,
  • Gemma Cadby and
  • Jennifer Stone

3 August 2021

Mammographic breast density (MBD) is a strong and highly heritable predictor of breast cancer risk and a biomarker for the disease. This study systematically assesses MBD as an endophenotype for breast cancer—a quantitative trait that is heritable an...

  • Review
  • Open Access
19 Citations
5,514 Views
21 Pages

Biological Mechanisms and Therapeutic Opportunities in Mammographic Density and Breast Cancer Risk

  • Maddison Archer,
  • Pallave Dasari,
  • Andreas Evdokiou and
  • Wendy V. Ingman

27 October 2021

Mammographic density is an important risk factor for breast cancer; women with extremely dense breasts have a four to six fold increased risk of breast cancer compared to women with mostly fatty breasts, when matched with age and body mass index. Hig...

  • Article
  • Open Access
1,405 Views
11 Pages

Mammographic Breast Density at Breast Cancer Diagnosis and Breast Cancer-Specific Survival

  • Ibrahem Kanbayti,
  • Judith Akwo,
  • Akwa Erim,
  • Ekaete Ukpong and
  • Ernest Ekpo

25 October 2024

Background: Breast density impacts upon breast cancer risk and recurrence, but its influence on breast cancer-specific survival is unclear. This study examines the influence of mammographic breast density (MBD) at diagnosis on breast cancer-specific...

  • Communication
  • Open Access
7 Citations
3,873 Views
9 Pages

State legislation in many U.S. states, including California, mandates informing women if they have dense breasts on screening mammography, meaning over half of their breast tissue is comprised of non-adipose tissue. Breast density is important to int...

  • Article
  • Open Access
5,799 Views
11 Pages

Coffee, Tea, and Mammographic Breast Density in Premenopausal Women

  • Adashi Margaret Odama,
  • Valerie Otti,
  • Shuai Xu,
  • Olamide Adebayo and
  • Adetunji T. Toriola

28 October 2021

Studies have investigated the associations of coffee and tea with mammographic breast density (MBD) in premenopausal women with inconsistent results. We analyzed data from 375 premenopausal women who attended a screening mammogram at Washington Unive...

  • Commentary
  • Open Access
22 Citations
4,131 Views
13 Pages

Going Beyond Conventional Mammographic Density to Discover Novel Mammogram-Based Predictors of Breast Cancer Risk

  • John L Hopper,
  • Tuong L Nguyen,
  • Daniel F Schmidt,
  • Enes Makalic,
  • Yun-Mi Song,
  • Joohon Sung,
  • Gillian S Dite,
  • James G Dowty and
  • Shuai Li

26 February 2020

This commentary is about predicting a woman’s breast cancer risk from her mammogram, building on the work of Wolfe, Boyd and Yaffe on mammographic density. We summarise our efforts at finding new mammogram-based risk predictors, and how they co...

  • Article
  • Open Access
8 Citations
3,088 Views
11 Pages

Genetic Aspects of Mammographic Density Measures Associated with Breast Cancer Risk

  • Shuai Li,
  • Tuong L. Nguyen,
  • Tu Nguyen-Dumont,
  • James G. Dowty,
  • Gillian S. Dite,
  • Zhoufeng Ye,
  • Ho N. Trinh,
  • Christopher F. Evans,
  • Maxine Tan and
  • Melissa C. Southey
  • + 3 authors

2 June 2022

Cumulus, Altocumulus, and Cirrocumulus are measures of mammographic density defined at increasing pixel brightness thresholds, which, when converted to mammogram risk scores (MRSs), predict breast cancer risk. Twin and family studies suggest substant...

  • Article
  • Open Access
29 Citations
4,983 Views
11 Pages

Mammographic Density and Screening Sensitivity, Breast Cancer Incidence and Associated Risk Factors in Danish Breast Cancer Screening

  • Elsebeth Lynge,
  • Ilse Vejborg,
  • Zorana Andersen,
  • My von Euler-Chelpin and
  • George Napolitano

19 November 2019

Background: Attention in the 2000s on the importance of mammographic density led us to study screening sensitivity, breast cancer incidence, and associations with risk factors by mammographic density in Danish breast cancer screening programs. Here,...

  • Article
  • Open Access
6 Citations
3,092 Views
10 Pages

Familial Aspects of Mammographic Density Measures Associated with Breast Cancer Risk

  • Tuong L. Nguyen,
  • Shuai Li,
  • James G. Dowty,
  • Gillian S. Dite,
  • Zhoufeng Ye,
  • Tu Nguyen-Dumont,
  • Ho N. Trinh,
  • Christopher F. Evans,
  • Maxine Tan and
  • John L. Hopper
  • + 3 authors

14 March 2022

Cumulus, Cumulus-percent, Altocumulus, Cirrocumulus, and Cumulus-white are mammogram risk scores (MRSs) for breast cancer based on mammographic density defined in effect by different levels of pixel brightness and adjusted for age and body mass index...

  • Article
  • Open Access
1 Citations
3,367 Views
13 Pages

3 June 2021

(1) Background: Mammographic breast density (MBD) and older age are classical breast cancer risk factors. Normally, MBDs are not evenly distributed in the breast, with different women having different spatial distribution and clustering patterns. The...

  • Article
  • Open Access
790 Views
14 Pages

1 July 2025

Introduction: An inverse association between high mammographic breast density (MBD) and pathologic complete response (pCR) following neoadjuvant chemotherapy (NAC) for early breast cancer (EBC) has been reported. However, the relationship of MBD to r...

  • Review
  • Open Access
5 Citations
3,697 Views
18 Pages

Dietary Patterns, Dietary Interventions, and Mammographic Breast Density: A Systematic Literature Review

  • Elisa Pastore,
  • Saverio Caini,
  • Benedetta Bendinelli,
  • Domenico Palli,
  • Ilaria Ermini,
  • Nora de Bonfioli Cavalcabo’,
  • Melania Assedi,
  • Daniela Ambrogetti,
  • Miriam Fontana and
  • Giovanna Masala

14 December 2022

Background: Breast cancer (BC) is the most common and deadliest malignancy among women. High mammographic breast density (MBD) is an established modifiable risk marker for BC, and it is of interest, for prevention purposes, to consider lifestyle fact...

  • Article
  • Open Access
10 Citations
4,181 Views
15 Pages

Involution of Breast Lobules, Mammographic Breast Density and Prognosis Among Tamoxifen-Treated Estrogen Receptor-Positive Breast Cancer Patients

  • Maeve Mullooly,
  • Sarah J. Nyante,
  • Ruth M. Pfeiffer,
  • Renata Cora,
  • Donna Butcher,
  • Lawrence Sternberg,
  • Erin J. Aiello Bowles,
  • Shaoqi Fan,
  • Jonine D. Figueroa and
  • Gretchen L. Gierach
  • + 5 authors

4 November 2019

Mammographic breast density (MD) reflects breast fibroglandular content. Its decline following adjuvant tamoxifen treated, estrogen receptor (ER)-positive breast cancer has been associated with improved outcomes. Breast cancers arise from structures...

  • Article
  • Open Access
9 Citations
3,742 Views
20 Pages

Relationship of Serum Progesterone and Progesterone Metabolites with Mammographic Breast Density and Terminal Ductal Lobular Unit Involution among Women Undergoing Diagnostic Breast Biopsy

  • Manila Hada,
  • Hannah Oh,
  • Shaoqi Fan,
  • Roni T. Falk,
  • Berta Geller,
  • Pamela Vacek,
  • Donald Weaver,
  • John Shepherd,
  • Jeff Wang and
  • Gretchen L. Gierach
  • + 5 authors

17 January 2020

The association of progesterone/progesterone metabolites with elevated mammographic breast density (MBD) and delayed age-related terminal duct lobular unit (TDLU) involution, strong breast cancer risk factors, has received limited attention. Using a...

  • Article
  • Open Access
1 Citations
2,710 Views
15 Pages

Elevated miR-29c-5p Expression in Nipple Aspirate Fluid Is Associated with Extremely High Mammographic Breast Density

  • Tessa A. C. M. Vissers,
  • Leonie Piek,
  • Susana I. S. Patuleia,
  • Aafke J. Duinmeijer,
  • Marije F. Bakker,
  • Elsken van der Wall,
  • Paul J. van Diest,
  • Carla H. van Gils and
  • Cathy B. Moelans

5 August 2022

High mammographic density (MD) is associated with an increased risk of breast cancer, however the underlying mechanisms are largely unknown. This research aimed to identify microRNAs (miRNAs) that play a role in the development of extremely dense bre...

  • Brief Report
  • Open Access
3 Citations
1,284 Views
4 Pages

Assessing Vitamin D and Mammographic Breast Density in Alaskan Women

  • Narjust Duma,
  • Ivana Croghan,
  • Sarah Jenkins,
  • Celine Vachon,
  • Loni Neal,
  • Karthik Ghosh and
  • Sandhya Pruthi

15 October 2020

Vitamin D deficiency and high breast density may be associated with increased breast cancer risk. We examined a possible association between vitamin D levels and mammographic breast density in a population of Alaskan women. Patients seen in the Mayo...

  • Review
  • Open Access
51 Citations
17,337 Views
33 Pages

Qualitative Versus Quantitative Mammographic Breast Density Assessment: Applications for the US and Abroad

  • Stamatia Destounis,
  • Andrea Arieno,
  • Renee Morgan,
  • Christina Roberts and
  • Ariane Chan

Mammographic breast density (MBD) has been proven to be an important risk factor for breast cancer and an important determinant of mammographic screening performance. The measurement of density has changed dramatically since its inception. Initial qu...

  • Article
  • Open Access
24 Citations
5,091 Views
16 Pages

TwoViewDensityNet: Two-View Mammographic Breast Density Classification Based on Deep Convolutional Neural Network

  • Mariam Busaleh,
  • Muhammad Hussain,
  • Hatim A. Aboalsamh,
  • Fazal-e-Amin and
  • Sarah A. Al Sultan

5 December 2022

Dense breast tissue is a significant factor that increases the risk of breast cancer. Current mammographic density classification approaches are unable to provide enough classification accuracy. However, it remains a difficult problem to classify bre...

  • Article
  • Open Access
7 Citations
4,638 Views
13 Pages

Mammographic Breast Density and Urbanization: Interactions with BMI, Environmental, Lifestyle, and Other Patient Factors

  • Nick Perry,
  • Sue Moss,
  • Steve Dixon,
  • Sue Milner,
  • Kefah Mokbel,
  • Charlotte Lemech,
  • Hendrik-Tobias Arkenau,
  • Stephen Duffy and
  • Katja Pinker

Mammographic breast density (MBD) is an important imaging biomarker of breast cancer risk, but it has been suggested that increased MBD is not a genuine finding once corrected for age and body mass index (BMI). This study examined the association of...

  • Systematic Review
  • Open Access
40 Citations
6,098 Views
11 Pages

25 September 2021

The aim of this meta-analysis was to evaluate the association between mammographic density changes over time and the risk of breast cancer. We performed a systematic literature review based on the PubMed and ISI Web of Knowledge databases. A meta-ana...

  • Article
  • Open Access
12 Citations
3,229 Views
16 Pages

Deep Learning Models for Automated Assessment of Breast Density Using Multiple Mammographic Image Types

  • Bastien Rigaud,
  • Olena O. Weaver,
  • Jennifer B. Dennison,
  • Muhammad Awais,
  • Brian M. Anderson,
  • Ting-Yu D. Chiang,
  • Wei T. Yang,
  • Jessica W. T. Leung,
  • Samir M. Hanash and
  • Kristy K. Brock

13 October 2022

Recently, convolutional neural network (CNN) models have been proposed to automate the assessment of breast density, breast cancer detection or risk stratification using single image modality. However, analysis of breast density using multiple mammog...

  • Article
  • Open Access
9 Citations
3,657 Views
21 Pages

Immune Regulation of Mammary Fibroblasts and the Impact of Mammographic Density

  • Maddison Archer,
  • Pallave Dasari,
  • David Walsh,
  • Kara L. Britt,
  • Andreas Evdokiou and
  • Wendy V. Ingman

2 February 2022

Mammographic density is associated with a 4–6-fold increase in breast cancer risk independent of age and BMI. High mammographic density is characterized by breast tissue with high proportions of stroma comprised of fibroblasts, collagen, and im...

  • Article
  • Open Access
15 Citations
4,660 Views
17 Pages

Subjective Versus Quantitative Methods of Assessing Breast Density

  • Wijdan Alomaim,
  • Desiree O’Leary,
  • John Ryan,
  • Louise Rainford,
  • Michael Evanoff and
  • Shane Foley

In order to find a consistent, simple and time-efficient method of assessing mammographic breast density (MBD), different methods of assessing density comparing subjective, quantitative, semi-subjective and semi-quantitative methods were investigated...

  • Review
  • Open Access
9 Citations
13,019 Views
14 Pages

Epidemiologic Studies of Isoflavones & Mammographic Density

  • Gertraud Maskarinec,
  • Martijn Verheus and
  • Jeffrey A. Tice

19 January 2010

Isoflavones, phytoestrogens in soy beans with estrogen-like properties, have been examined for their cancer protective effects. Mammographic density is a strong predictor of breast cancer. This review summarizes studies that have examined the associa...

  • Article
  • Open Access
2,439 Views
9 Pages

Association between Family History of Breast Cancer and Breast Density in Saudi Premenopausal Women Participating in Mammography Screening

  • Ibrahem Hussain Kanbayti,
  • Mayada A. Alzahrani,
  • Yara O. Yeslam,
  • Noora H. Habib,
  • Ibrahim Hadadi,
  • Yousef Almaimoni,
  • Adnan Alahmadi and
  • Ernest U. Ekpo

19 January 2024

Background: Mammographic density and family history of breast cancer (FHBC) are well-established independent factors affecting breast cancer risk; however, the association between these two risk factors in premenopausal-screened women remains unclear...

  • Article
  • Open Access
9 Citations
5,245 Views
13 Pages

Age-Specific Breast Density Changes in Taiwanese Women: A Cross-Sectional Study

  • Yu-San Liao,
  • Jia-Yu Zhang,
  • Yuan-Chi Hsu,
  • Min-Xuan Hong and
  • Li-Wen Lee

Breast density is a risk factor for breast cancer. This study explored distribution of mammographic density quantitatively and qualitatively in a wide age range of Taiwanese women. Subjects with negative and benign mammographic findings were included...

  • Article
  • Open Access
5 Citations
2,573 Views
12 Pages

Mammographic Breast Density Model Using Semi-Supervised Learning Reduces Inter-/Intra-Reader Variability

  • Alyssa T. Watanabe,
  • Tara Retson,
  • Junhao Wang,
  • Richard Mantey,
  • Chiyung Chim and
  • Homa Karimabadi

16 August 2023

Breast density is an important risk factor for breast cancer development; however, imager inconsistency in density reporting can lead to patient and clinician confusion. A deep learning (DL) model for mammographic density grading was examined in a re...

  • Perspective
  • Open Access
13 Citations
4,764 Views
8 Pages

Breast Density Notification: An Australian Perspective

  • Wendy V. Ingman,
  • Bernadette Richards,
  • Jacqueline M. Street,
  • Drew Carter,
  • Mary Rickard,
  • Jennifer Stone and
  • Pallave Dasari

Breast density, also known as mammographic density, refers to white and bright regions on a mammogram. Breast density can only be assessed by mammogram and is not related to how breasts look or feel. Therefore, women will only know their breast densi...

  • Article
  • Open Access
1 Citations
2,055 Views
30 Pages

Revealing Occult Malignancies in Mammograms Through GAN-Driven Breast Density Transformation

  • Dionysios Anyfantis,
  • Athanasios Koutras,
  • George Apostolopoulos and
  • Ioanna Christoyianni

6 December 2024

Breast cancer remains one of the primary causes of cancer-related deaths among women globally. Early detection via mammography is essential for improving prognosis and survival rates. However, mammogram diagnostic accuracy is severely hindered by den...

  • Article
  • Open Access
2 Citations
2,131 Views
12 Pages

The FEDRA Longitudinal Study: Repeated Volumetric Breast Density Measures and Breast Cancer Risk

  • Giovanna Masala,
  • Melania Assedi,
  • Benedetta Bendinelli,
  • Elisa Pastore,
  • Maria Antonietta Gilio,
  • Vincenzo Mazzalupo,
  • Andrea Querci,
  • Miriam Fontana,
  • Giacomo Duroni and
  • Saverio Caini
  • + 3 authors

16 March 2023

Mammographic breast density (MBD) is a strong independent risk factor for breast cancer (BC). We investigated the association between volumetric MBD measures, their changes over time, and BC risk in a cohort of women participating in the FEDRA (Flore...

  • Review
  • Open Access
4 Citations
3,377 Views
19 Pages

26 January 2025

Breast cancer, as of 2022, is the most prevalent type of cancer in women. Breast density—a measure of the non-fatty tissue in the breast—is a strong risk factor for breast cancer that can be estimated from mammograms. The importance of st...

  • Article
  • Open Access
8 Citations
3,474 Views
18 Pages

Breast Density Transformations Using CycleGANs for Revealing Undetected Findings in Mammograms

  • Dionysios Anyfantis,
  • Athanasios Koutras,
  • George Apostolopoulos and
  • Ioanna Christoyianni

1 June 2023

Breast cancer is the most common cancer in women, a leading cause of morbidity and mortality, and a significant health issue worldwide. According to the World Health Organization’s cancer awareness recommendations, mammographic screening should...

  • Article
  • Open Access
35 Citations
6,083 Views
12 Pages

Using Whole Breast Ultrasound Tomography to Improve Breast Cancer Risk Assessment: A Novel Risk Factor Based on the Quantitative Tissue Property of Sound Speed

  • Neb Duric,
  • Mark Sak,
  • Shaoqi Fan,
  • Ruth M. Pfeiffer,
  • Peter J. Littrup,
  • Michael S. Simon,
  • David H. Gorski,
  • Haythem Ali,
  • Kristen S. Purrington and
  • Gretchen L. Gierach
  • + 1 author

29 January 2020

Mammographic percent density (MPD) is an independent risk factor for developing breast cancer, but its inclusion in clinical risk models provides only modest improvements in individualized risk prediction, and MPD is not typically assessed in younger...

  • Article
  • Open Access
1 Citations
2,070 Views
10 Pages

Comparison of Visual and Quantra Software Mammographic Density Assessment According to BI-RADS® in 2D and 3D Images

  • Francesca Morciano,
  • Cristina Marcazzan,
  • Rossella Rella,
  • Oscar Tommasini,
  • Marco Conti,
  • Paolo Belli,
  • Andrea Spagnolo,
  • Andrea Quaglia,
  • Stefano Tambalo and
  • Giovanna Romanucci
  • + 2 authors

23 September 2024

Mammographic density (MD) assessment is subject to inter- and intra-observer variability. An automated method, such as Quantra software, could be a useful tool for an objective and reproducible MD assessment. Our purpose was to evaluate the performan...

  • Article
  • Open Access
4 Citations
2,884 Views
16 Pages

RASSF1A Suppression as a Potential Regulator of Mechano-Pathobiology Associated with Mammographic Density in BRCA Mutation Carriers

  • Gina Reye,
  • Xuan Huang,
  • Kara L. Britt,
  • Christoph Meinert,
  • Tony Blick,
  • Yannan Xu,
  • Konstantin I. Momot,
  • Thomas Lloyd,
  • Jason J. Northey and
  • Honor J. Hugo

29 June 2021

High mammographic density (MD) increases breast cancer (BC) risk and creates a stiff tissue environment. BC risk is also increased in BRCA1/2 gene mutation carriers, which may be in part due to genetic disruption of the tumour suppressor gene Ras ass...

  • Article
  • Open Access
14 Citations
4,225 Views
26 Pages

CCL2-Mediated Stromal Interactions Drive Macrophage Polarization to Increase Breast Tumorigenesis

  • Maddison Archer,
  • Sarah M. Bernhardt,
  • Leigh J. Hodson,
  • Lucy Woolford,
  • Mark Van der Hoek,
  • Pallave Dasari,
  • Andreas Evdokiou and
  • Wendy V. Ingman

CCL2 is an inflammatory cytokine that regulates macrophage activity and is implicated in increased mammographic density and early breast tumorigenesis. The role of CCL2 in mediating stromal interactions that contribute to breast tumorigenesis has yet...

  • Article
  • Open Access
7 Citations
7,273 Views
16 Pages

A Randomized Controlled Trial of Soy Isoflavone Intake on Mammographic Density among Malaysian Women

  • Nadia Rajaram,
  • Beverley Yap,
  • Mikael Eriksson,
  • Shivaani Mariapun,
  • Lee Mei Tan,
  • Hamizah Sa’at,
  • Evelyn Lai Ming Ho,
  • Nur Aishah Mohd Taib,
  • Geok Lin Khor and
  • Soo Hwang Teo
  • + 2 authors

6 January 2023

Soy intake is associated with lower breast cancer risk in observational studies concerning Asian women, however, no randomized controlled trials (RCT) have been conducted among Asian women living in Asia. This three-armed RCT assessed the effects of...

  • Article
  • Open Access
2 Citations
2,461 Views
11 Pages

Factors Associated with Increased Knowledge about Breast Density in South Australian Women Undergoing Breast Cancer Screening

  • Avisak Bhattacharjee,
  • David Walsh,
  • Pallave Dasari,
  • Leigh J. Hodson,
  • Suzanne Edwards,
  • Sarah J. White,
  • Deborah Turnbull and
  • Wendy V. Ingman

23 February 2024

Background: There is growing awareness of breast density in women attending breast cancer screening; however, it is unclear whether this awareness is associated with increased knowledge. This study aims to evaluate breast density knowledge among Aust...

  • Article
  • Open Access
8 Citations
2,883 Views
15 Pages

The Relationship between Body Mass Index and Mammographic Density during a Premenopausal Weight Loss Intervention Study

  • Emma C. Atakpa,
  • Adam R. Brentnall,
  • Susan Astley,
  • Jack Cuzick,
  • D. Gareth Evans,
  • Ruth M. L. Warren,
  • Anthony Howell and
  • Michelle Harvie

29 June 2021

We evaluated the association between short-term change in body mass index (BMI) and breast density during a 1 year weight-loss intervention (Manchester, UK). We included 65 premenopausal women (35–45 years, ≥7 kg adult weight gain, family history of...

  • Article
  • Open Access
1 Citations
3,380 Views
13 Pages

23 January 2023

A link has been proposed between the use of nonsteroidal anti-inflammatory drugs (NSAIDs) and the risk of breast cancer. There is, however, insufficient data regarding the subtype and stage of breast cancer, and few studies have assessed the interact...

  • Article
  • Open Access
1 Citations
2,949 Views
13 Pages

Healthcare and Cancer Treatment Costs of Breast Screening Outcomes among Higher than Average Risk Women

  • Nicole Mittmann,
  • Kristina M. Blackmore,
  • Soo Jin Seung,
  • Christina Diong,
  • Susan J. Done and
  • Anna M. Chiarelli

18 September 2023

Concurrent cohorts of 644,932 women aged 50–74 screened annually due to family history, dense breasts or biennially in the Ontario Breast Screening Program (OBSP) from 2011–2014 were linked to provincial administrative datasets to determi...

  • Article
  • Open Access
6 Citations
2,719 Views
10 Pages

Factors Influencing Mammographic Density in Asian Women: A Retrospective Cohort Study in the Northeast Region of Peninsular Malaysia

  • Tengku Muhammad Hanis,
  • Wan Nor Arifin,
  • Juhara Haron,
  • Wan Faiziah Wan Abdul Rahman,
  • Nur Intan Raihana Ruhaiyem,
  • Rosni Abdullah and
  • Kamarul Imran Musa

Mammographic density is a significant risk factor for breast cancer. In this study, we identified the risk factors of mammographic density in Asian women and quantified the impact of breast density on the severity of breast cancer. We collected data...

  • Article
  • Open Access
6 Citations
3,353 Views
17 Pages

24 April 2024

Invasive lobular carcinoma of the breast has different mammographic appearances, including spiculated or lobulated masses, architectural distortion, increased breast density, and the possibility of also being occult. Histologically, the morphology is...

  • Article
  • Open Access
4 Citations
3,354 Views
11 Pages

Optimal Breast Density Characterization Using a Three-Dimensional Automated Breast Densitometry System

  • Reika Yoshida,
  • Takenori Yamauchi,
  • Sadako Akashi-Tanaka,
  • Misaki Matsuyanagi,
  • Kanae Taruno,
  • Terumasa Sawada,
  • Akatsuki Kokaze and
  • Seigo Nakamura

14 December 2021

Dense breasts are a risk factor for breast cancer. Assessment of breast density is important and radiologist-dependent. We objectively measured mammographic density using the three-dimensional automatic mammographic density measurement device Volpara...

  • Article
  • Open Access
10 Citations
3,109 Views
13 Pages

15 January 2021

Increased breast density decreases mammographic sensitivity due to masking of cancers by dense tissue. Tamoxifen exposure reduces mammographic density and, therefore, should improve screening sensitivity. We modelled how low-dose tamoxifen exposure c...

  • Article
  • Open Access
7 Citations
3,305 Views
13 Pages

We sought to develop new quantitative approaches to characterize the spatial distribution of mammographic density and contrast enhancement of suspicious contrast-enhanced mammography (CEM) findings to improve malignant vs. benign classifications of b...

  • Article
  • Open Access
1,781 Views
27 Pages

A Deep Learning Approach for the Classification of Fibroglandular Breast Density in Histology Images of Human Breast Tissue

  • Hanieh Heydarlou,
  • Leigh J. Hodson,
  • Mohsen Dorraki,
  • Theresa E. Hickey,
  • Wayne D. Tilley,
  • Eric Smith,
  • Wendy V. Ingman and
  • Ali Farajpour

28 January 2025

Background: To progress research into the biological mechanisms that link mammographic breast density to breast cancer risk, fibroglandular breast density can be used as a surrogate measure. This study aimed to develop a computational tool to classif...

  • Article
  • Open Access
13 Citations
6,198 Views
12 Pages

Breast Density Evaluation According to BI-RADS 5th Edition on Digital Breast Tomosynthesis: AI Automated Assessment Versus Human Visual Assessment

  • Daniele Ugo Tari,
  • Rosalinda Santonastaso,
  • Davide Raffaele De Lucia,
  • Marika Santarsiere and
  • Fabio Pinto

30 March 2023

Background: The assessment of breast density is one of the main goals of radiologists because the masking effect of dense fibroglandular tissue may affect the mammographic identification of lesions. The BI-RADS 5th Edition has revised the mammographi...

  • Article
  • Open Access
30 Citations
8,007 Views
19 Pages

1 February 2019

Breast density is considered to be one of the major risk factors in developing breast cancer. High breast density can also affect the accuracy of mammographic abnormality detection due to the breast tissue characteristics and patterns. We reviewed va...

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