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New Horizons: Artificial Intelligence for Digital Breast Tomosynthesis

Goldberg, Julia E; Reig, Beatriu; Lewin, Alana A; Gao, Yiming; Heacock, Laura; Heller, Samantha L; Moy, Linda
The use of digital breast tomosynthesis (DBT) in breast cancer screening has become widely accepted, facilitating increased cancer detection and lower recall rates compared with those achieved by using full-field digital mammography (DM). However, the use of DBT, as compared with DM, raises new challenges, including a larger number of acquired images and thus longer interpretation times. While most current artificial intelligence (AI) applications are developed for DM, there are multiple potential opportunities for AI to augment the benefits of DBT. During the diagnostic steps of lesion detection, characterization, and classification, AI algorithms may not only assist in the detection of indeterminate or suspicious findings but also aid in predicting the likelihood of malignancy for a particular lesion. During image acquisition and processing, AI algorithms may help reduce radiation dose and improve lesion conspicuity on synthetic two-dimensional DM images. The use of AI algorithms may also improve workflow efficiency and decrease the radiologist's interpretation time. There has been significant growth in research that applies AI to DBT, with several algorithms approved by the U.S. Food and Drug Administration for clinical implementation. Further development of AI models for DBT has the potential to lead to improved practice efficiency and ultimately improved patient health outcomes of breast cancer screening and diagnostic evaluation. See the invited commentary by Bahl in this issue. ©RSNA, 2022.
PMID: 36331878
ISSN: 1527-1323
CID: 5356862

Patient-Friendly Summary of the ACR Appropriateness Criteria Postmenopausal Subacute or Chronic Pelvic Pain

Donnelly, Lauren; Heller, Samantha L
PMID: 35750627
ISSN: 1558-349x
CID: 5282352

Patient-Friendly Summary of the ACR Appropriateness Criteria: Osteoporosis and Bone Mineral Density

Koweek, Rebecca; Heller, Samantha L
PMID: 36376166
ISSN: 1558-349x
CID: 5371562

Health Disparity and Breast Cancer Outcomes in Asian Women

Gao, Yiming; Heller, Samantha L
Health disparities in Asian women are complex and multifactorial. Screening attendance is low among Asian women, regardless of nativity or acculturation, and breast cancer detection has decreased by more than half in this population during the COVID-19 pandemic. The follow-up rate after abnormal screening results is similarly poor among Asian women compared with that among other groups, often resulting in a delay of cancer diagnosis. Yet the incidence of breast cancer in Asian women is increasing in the United States, with no such increase observed in other racial and ethnic groups in recent years. The age distribution of breast cancer in Asian women is distinct and peaks in younger women, underscoring the importance of early screening. The predilection for human epidermal growth factor receptor 2 (HER2)-enriched tumors may reflect the unique biologic characteristics of breast cancer among Asian subgroups, which are not well understood. Known biomarkers for breast cancer risk such as body mass index and mammographic density do not perform the same way in Asian women, as compared with other groups, owing to a lack of Asian population-specific data. Within that limitation, the association between body mass index and breast cancer is strongest in older Asian women, and the association between breast density and breast cancer is strongest in younger Asian women. There is an unmet need to improve breast cancer care in Asian women, a heterogeneous and growing population that is facing an increasing burden of breast cancer. An invited commentary by Leung is available online. ©RSNA, 2022.
PMID: 36053846
ISSN: 1527-1323
CID: 5337902

Advances in Abbreviated Breast MRI and Ultrafast Imaging

Patel, Shalin; Heacock, Laura; Gao, Yiming; Elias, Kristin; Moy, Linda; Heller, Samantha
Abbreviated breast MRI is an emerging technique that is being incorporated into clinical practice for breast cancer imaging and screening. Conventional breast MRI includes barriers such as high examination cost and lengthy examination times which make its use in the screening setting challenging. Abbreviated MRI aims to address these pitfalls by reducing overall examination time and increasing accessibility to MRI while preserving diagnostic accuracy. Sequences selected for abbreviated MRI protocols allow for preserved accuracy in breast cancer detection and characterization. Novel techniques such as ultrafast imaging are being used to provide kinetic information from early post-contrast imaging.
PMID: 35523528
ISSN: 1558-4658
CID: 5213942

Multiple Bilateral Circumscribed Masses at Screening Breast Ultrasound: Outcomes of New or Enlarging Masses at Follow-Up

Wolfson, Stacey; Heller, Samantha L; Gao, Yiming
PMID: 34549605
ISSN: 1546-3141
CID: 5171812

Patient-Friendly Summary of the ACR Appropriateness Criteria Pancreatic Cyst

Newman, Rachael; Heller, Samantha Lynn
PMID: 35065899
ISSN: 1558-349x
CID: 5147512

Non-BRCA Early-Onset Breast Cancer in Young Women

Gao, Yiming; Samreen, Naziya; Heller, Samantha L
The incidence of breast cancer in younger women is rising. Although early-onset breast cancer is highly associated with biologically aggressive tumors such as triple-negative and human epidermal growth factor 2 (HER2)-positive cancers, the more recent increase is disproportionately driven by an increase in the incidence of luminal cancer. In particular, the increase in de novo stage IV disease and the inherent age-based poorer survival rate among younger women with even early-stage luminal cancers suggest underlying distinct biologic characteristics that are not well understood. Further contributing to the higher number of early-onset breast cancers is pregnancy-associated breast cancer (PABC), which is attributed to persistent increases in maternal age over time. Although guidelines for screening of patients who carry a BRCA1 or BRCA2 gene mutation are well established, this population comprises only a fraction of those with early-onset breast cancer. A lack of screening in most young patients precludes timely diagnosis, underscoring the importance of early education and awareness. The disproportionate disease burden in young women of certain racial and ethnic groups, which is further exacerbated by socioeconomic disparity in health care, results in worse outcomes. An invited commentary by Monticciolo is available online. ©RSNA, 2022.
PMID: 34990317
ISSN: 1527-1323
CID: 5107282

Ductal Carcinoma In Situ and Progression to Invasive Cancer: A Review of the Evidence

Heller, Samantha L; Plaunova, Anastasia; Gao, Yiming
Ductal carcinoma in situ (DCIS), breast cancer confined to the milk ducts, is a heterogeneous entity. The question of how and when a case of DCIS will extend beyond the ducts to become invasive breast cancer has implications for both patient prognosis and optimal treatment approaches. The natural history of DCIS has been explored through a variety of methods, from mouse models to biopsy specimen reviews to population-based screening data to modeling studies. This article will review the available evidence regarding progression pathways and will also summarize current trials designed to assess DCIS progression.
PMID: 38424826
ISSN: 2631-6129
CID: 5639482

ACR Appropriateness Criteria® Transgender Breast Cancer Screening

Brown, Ann; Lourenco, Ana P; Niell, Bethany L; Cronin, Beth; Dibble, Elizabeth H; DiNome, Maggie L; Goel, Mita Sanghavi; Hansen, Juliana; Heller, Samantha L; Jochelson, Maxine S; Karrington, Baer; Klein, Katherine A; Mehta, Tejas S; Newell, Mary S; Schechter, Loren; Stuckey, Ashley R; Swain, Mary E; Tseng, Jennifer; Tuscano, Daymen S; Moy, Linda
Breast cancer screening recommendations for transgender and gender nonconforming individuals are based on the sex assigned at birth, risk factors, and use of exogenous hormones. Insufficient evidence exists to determine whether transgender people undergoing hormone therapy have an overall lower, average, or higher risk of developing breast cancer compared to birth-sex controls. Furthermore, there are no longitudinal studies evaluating the efficacy of breast cancer screening in the transgender population. In the absence of definitive data, current evidence is based on data extrapolated from cisgender studies and a limited number of cohort studies and case reports published on the transgender community. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
PMID: 34794604
ISSN: 1558-349x
CID: 5049562