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BACKGROUND: There is little evidence on the balance between potential benefits and harms of mammography screening in women 75 years and older. The aim of this systematic review was to synthesise the evidence on the outcomes of mammography screening in women aged 75 years and older. METHODS: A systematic review of mammography screening studies in women aged 75 years and over. RESULTS: Thirty-six studies were included in this review: 27 observational studies and 9 modelling studies. Many of the included studies used no or uninformative comparison groups resulting in a potential bias towards the benefits of screening. Despite this, there was mixed evidence about the benefits and harms of continuing mammography screening beyond the age of 75 years. Some studies showed a beneficial effect on breast cancer mortality, and other studies showed no effect on mortality. Some studies showed some harms (false positive tests and recalls) being comparable to those in younger age-groups, with other studies showing increase in false positive screens and biopsies in older age-group. Although reported in fewer studies, there was consistent evidence of increased overdiagnosis in older age-groups. CONCLUSION: There is limited evidence available to make a recommendation for/against continuing breast screening beyond the age of 75 years. Future studies should use more informative comparisons and should estimate overdiagnosis given potentially substantial harm in this age-group due to competing causes of death. This review was prospectively registered with PROSPERO (CRD42020203131).
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Neoplasias de la Mama , Mamografía , Femenino , Humanos , Anciano , Factores de Edad , Mamografía/efectos adversos , Mamografía/métodos , Neoplasias de la Mama/diagnóstico por imagen , Mama , Detección Precoz del Cáncer/efectos adversos , Tamizaje Masivo/efectos adversos , Tamizaje Masivo/métodosRESUMEN
PURPOSE: Atherosclerotic cardiovascular disease (ASCVD) is a major cause of morbidity and mortality. Breast arterial calcification (BAC) on mammograms is not associated with breast cancer risk. However, there is increasing evidence supporting its association with cardiovascular disease (CVD). This study examines the association between BAC and ASCVD and their risk factors within an Australian population-based breast cancer study. MATERIALS AND METHODS: Data from the controls who participated in the breast cancer environment and employment study (BCEES) were linked with the Western Australian Department of Health Hospital Morbidity database and Mortality Registry to obtain ASCVD outcomes and related risk factor data. Mammograms from participants with no prior history of ASCVD were assessed for BAC by a radiologist. Cox proportional hazards regression was used to examine the association between BAC and later occurrence of an ASCVD event. Logistic regression was used to investigate the factors associated with BAC. RESULTS: A total of 1020 women with a mean age of 60 (sd = 7.0 years) were included and BAC found in 184 (18.0%). Eighty (7.8%) of the 1020 participants developed ASCVD, with an average time to event of 6.2 years (sd = 4.6) from baseline. In univariate analysis, participants with BAC were more likely to have an ASCVD event (HR = 1.96 95% CI 1.29-2.99). However, after adjusting for other risk factors, this association attenuated (HR = 1.37 95% CI 0.88-2.14). Increasing age (OR = 1.15, 95% CI 1.12-1.19) and parity (pLRT < 0.001) were associated with BAC. CONCLUSION: BAC is associated with increased ASCVD risk, but this is not independent of cardiovascular risk factors.
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Enfermedades de la Mama , Neoplasias de la Mama , Enfermedades Cardiovasculares , Embarazo , Femenino , Humanos , Persona de Mediana Edad , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/epidemiología , Enfermedades Cardiovasculares/diagnóstico por imagen , Enfermedades Cardiovasculares/epidemiología , Estudios de Casos y Controles , Australia/epidemiología , Factores de RiesgoRESUMEN
BACKGROUND: High participation in mammographic screening is essential for its effectiveness to detect breast cancers early and thereby, improve breast cancer outcomes. Breast density is a strong predictor of breast cancer risk and significantly reduces the sensitivity of mammography to detect the disease. There are increasing mandates for routine breast density notification within mammographic screening programs. It is unknown if breast density notification impacts the likelihood of women returning to screening when next due (i.e. rescreening rates). This study investigates the association between breast density notification and rescreening rates using individual-level data from BreastScreen Western Australia (WA), a population-based mammographic screening program. METHODS: We examined 981,705 screening events from 311,656 women aged 40+ who attended BreastScreen WA between 2008 and 2017. Mixed effect logistic regression was used to investigate the association between rescreening and breast density notification status. RESULTS: Results were stratified by age (younger, targeted, older) and screening round (first, second, third+). Targeted women screening for the first time were more likely to return to screening if notified as having dense breasts (Percentunadjusted notified vs. not-notified: 57.8% vs. 56.1%; Padjusted = 0.016). Younger women were less likely to rescreen if notified, regardless of screening round (all P < 0.001). There was no association between notification and rescreening in older women (all P > 0.72). CONCLUSIONS: Breast density notification does not deter women in the targeted age range from rescreening but could potentially deter younger women from rescreening. These results suggest that all breast density notification messaging should include information regarding the importance of regular mammographic screening to manage breast cancer risk, particularly for younger women. These results will directly inform BreastScreen programs in Australia as well as other population-based screening providers outside Australia who notify women about breast density or are considering implementing breast density notification.
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Densidad de la Mama , Neoplasias de la Mama , Adulto , Anciano , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/epidemiología , Detección Precoz del Cáncer/métodos , Femenino , Humanos , Modelos Logísticos , Mamografía/métodos , Tamizaje Masivo/métodosRESUMEN
Problem: One in four American adults have a disability, which makes people with disabilities the largest minority group in the United States (U.S.). Chronic diseases are prevalent within this population, which faces myriad barriers that limit access to healthcare and create significant health care disparities. Yet, disability awareness programs are limited in U.S. medical schools and graduates report a sense of unpreparedness to care for this population. Intervention: Come Roll with Me (CRWM) was implemented as an interprofessional, preclinical experience to provide medical and Doctor of Physical Therapy (DPT) students an opportunity to engage with wheelchair users and one another. Students rotated through four stations with a licensed physical therapist and wheelchair user facilitator. Stations included (1) manual wheelchair self-propulsion, (2) accessible parking, (3) transfers, and (4) open dialog on barriers to healthcare led by the wheelchair user. Context: This study sought to assess the impact of CRWM on students' understanding of the barriers and health disparities faced by individuals with disabilities. Assessment was conducted using course evaluations, thematic analysis of student reflection essays and a focus group with the wheelchair user facilitators to determine if CRWM met pre-implementation program goals and objectives, including the Interprofessional Educational Collaborative (IPEC) core competencies. Impact: Student reflections from both disciplines indicated that learners were able to identify a variety of barriers faced by people with disabilities and prioritize methods to mitigate these factors. Approximately 91% of medical students agreed or strongly agreed that CRWM was effective in their learning on course evaluations. Wheelchair user facilitators noted three important outcomes of CRWM: educating, teaming, and impact on students. Lesson Learned: Come Roll with Me is a robust educational activity, as evidenced by the program meeting all goals and objectives as well as (IPEC) core competencies. It provides students a unique opportunity to learn about disability from another profession and wheelchair users. People with disabilities and DPT students are a unique and underutilized pool of educators in undergraduate medical education.
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OBJECTIVES: To estimate rates of screen-detected and interval breast cancers, stratified by risk factor, to inform discussions of risk-stratified population screening. DESIGN: Retrospective population-based cohort study; analysis of routinely collected BreastScreen WA program clinical and administrative data. SETTING, PARTICIPANTS: All BreastScreen WA mammography screening episodes for women aged 40 years or more during 1 July 2007 - 30 June 2017. MAIN OUTCOME MEASURES: Cancer detection rate (CDR) and interval cancer rate (ICR), by risk factor. RESULTS: A total of 323 082 women were screened in 1 026 137 screening episodes (mean age, 58.5 years; SD, 8.6 years). The overall CDR was 68 (95% CI, 67-70) cancers per 10 000 screens, and the overall ICR was 9.7 (95% CI, 9.2-10.1) cancers per 10 000 women-years. Interactions between the effects on CDR of age group and five risk factors were statistically significant: personal history of breast cancer (P = 0.039), family history of breast cancer (P = 0.005), risk-relevant benign conditions (P = 0.012), hormone-replacement therapy (P = 0.002), and self-reported symptoms (P < 0.001). The influence of these risk factors (except personal history) increased with age. For ICR, only the interaction between age and hormone-replacement therapy was significant (P < 0.001), although weak interactions between age and family history of breast cancer or having dense breasts were noted (each P = 0.07). The influence of family history on ICR was significant only for women aged 40-49 years. CONCLUSIONS: Screening CDR and (for some risk factors) ICR were higher for women in some age groups with personal histories of breast cancer or risk-relevant benign breast conditions or first degree family history of breast cancer, women with dense breasts or self-reported breast-related symptoms, and women using hormone-replacement therapy. Our findings could inform the evaluation of risk-based screening.
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Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/epidemiología , Detección Precoz del Cáncer , Mamografía , Adulto , Factores de Edad , Anciano , Estudios de Cohortes , Femenino , Humanos , Persona de Mediana Edad , Estudios Retrospectivos , Medición de Riesgo , Factores de Riesgo , AutoinformeRESUMEN
Carney complex (CNC) is an extremely rare, autosomal dominant genetic syndrome consisting of pigmented skin and mucosal changes with multiple endocrine and nonendocrine tumors, including the breast. Breast tumors are typically multiple and benign and are most commonly reported as myxoid fibroadenomas and/or intraductal papillomas. We present a young female patient with known CNC who presented with copious bloody nipple discharge with multiple breast lumps and discuss the breast imaging features regarding this complex and often underrecognized genetic condition.
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Neoplasias de la Mama , Complejo de Carney , Fibroadenoma , Secreción del Pezón , Papiloma Intraductal , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/patología , Complejo de Carney/diagnóstico , Complejo de Carney/genética , Complejo de Carney/patología , Femenino , Fibroadenoma/patología , Humanos , Pezones/patología , Papiloma Intraductal/patologíaRESUMEN
ISSUE ADDRESSED: Despite widespread calls for women undergoing mammographic screening to be informed of their breast density, concerns remain as to how this is interpreted and acted upon given the absence of evidence-based supplemental screening recommendations for women with dense breasts. This study investigates the action women take in response to being notified they have dense breasts and what subsequent advice women receive from health professionals. METHODS: Via a survey of nearly 7000 women, we assessed the post-screening actions of women attending a population-based mammographic screening program (BreastScreen) in Western Australia from 21 November 2017 to 19 April 2018. Women who reported that they were notified they had dense breasts were compared to controls (where applicable). Descriptive and logistic regression analyses were used to summarise responses from 6,183 women. RESULTS: Half of women notified that they have dense breasts consulted or intended to consult their General Practitioner (GP), particularly those notified for the first time (55%). Of those notified women who consulted their GP, 50% were referred to have supplemental screening. Overall, 20% of women notified as having dense breasts reported that they had an ultrasound due to their breast density. CONCLUSION: Self-reported health service usage after mammographic screening is higher in women who have been notified they have dense breasts. So what? There is growing pressure for screening programs in Australia and internationally to routinely measure and report breast density to participants. Results from this study can inform screening programs of the likely impact of breast density notification on health service usage. While more information is needed to fill knowledge gaps in recommended action for women with dense breasts, the greatest risks to women arise from not being screened. Hence, health promotion practitioners and health providers should continue to encourage women to participate in BreastScreen programs.
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Densidad de la Mama , Neoplasias de la Mama , Neoplasias de la Mama/diagnóstico por imagen , Detección Precoz del Cáncer , Femenino , Humanos , Mamografía , Tamizaje MasivoRESUMEN
BACKGROUND: Increased mammographic density is one of the strongest risk factors for breast cancer. Night shiftwork and its related factors, which include light at night, phase shift and sleep disruption, are believed to increase breast cancer risk however, their effects on mammographic density have barely been studied. METHODS: This study included 1821 women enrolled in the Breast Cancer Environment and Employment Study between 2009 and 2011. Mammographic density was measured using the Cumulus software program. The association of night shiftwork factors with square root transformed absolute dense area (DA) and percentage dense area (PDA) were modelled using linear regression adjusted for confounders. RESULTS: Ever doing graveyard shiftwork (between 24:00 and 05:00 hours) was not associated with PDA (ß=-0.10; 95% CI -0.27 to 0.08)) and DA (ß=-0.12; 95% CI -0.33 to 0.09)). No association was found between night shiftwork related factors (light at night, phase shift and sleep disturbance) with PDA or DA. CONCLUSIONS: Shiftwork and its related factors are not associated with mammographic density. Using high-quality, comprehensive shiftwork data from a large population-based breast cancer case-control study, this study suggests that mammographic density does not play a role in the relationship between shiftwork and breast cancer risk.
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Densidad de la Mama , Neoplasias de la Mama/epidemiología , Horario de Trabajo por Turnos/estadística & datos numéricos , Mama/diagnóstico por imagen , Estudios de Casos y Controles , Femenino , Humanos , Mamografía , Factores de Riesgo , Australia Occidental/epidemiologíaRESUMEN
BACKGROUND: Mammographic density (MD) is an established risk factor for breast cancer. There are significant ethnic differences in MD measures which are consistent with those for corresponding breast cancer risk. This is the first study investigating the distribution and determinants of MD measures within Aboriginal women of Western Australia (WA). METHODS: Epidemiological data and mammographic images were obtained from 628 Aboriginal women and 624 age-, year of screen-, and screening location-matched non-Aboriginal women randomly selected from the BreastScreen Western Australia database. Women were cancer free at the time of their mammogram between 1989 and 2014. MD was measured using the Cumulus software. Kolmogorov-Smirnov tests were used to compare distributions of absolute dense area (DA), precent dense area (PDA), non-dense area (NDA) and total breast area between Aboriginal and non-Aboriginal women. General linear regression was used to estimate the determinants of MD, adjusting for age, NDA, hormone therapy use, family history, measures of socio-economic status and remoteness of residence for Aboriginal and non-Aboriginal women separately. RESULTS: Aboriginal women were found to have lower DA and PDA and higher NDA than non-Aboriginal women. Age (p < 0.001) was negatively associated and several socio-economic indices (p < 0.001) were positively associated with DA and PDA in Aboriginal and non-Aboriginal women. Remoteness of residence was associated with both mammographic measures but for non-Aboriginal women only. CONCLUSIONS: Aboriginal women have, on average, less MD than non-Aboriginal women but the factors associated with MD are similar for both sample populations. Since reduced MD is associated with improved sensitivity of mammography, this study suggests that mammographic screening is a particularly good test for Australian Indigenous women, a population that suffers from high breast cancer mortality.
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Densidad de la Mama , Neoplasias de la Mama/diagnóstico por imagen , Detección Precoz del Cáncer/estadística & datos numéricos , Mamografía/estadística & datos numéricos , Nativos de Hawái y Otras Islas del Pacífico/estadística & datos numéricos , Factores de Edad , Mama/diagnóstico por imagen , Mama/patología , Neoplasias de la Mama/patología , Neoplasias de la Mama/prevención & control , Estudios de Casos y Controles , Detección Precoz del Cáncer/métodos , Femenino , Humanos , Mamografía/métodos , Persona de Mediana Edad , Factores de Riesgo , Factores Socioeconómicos , Australia OccidentalRESUMEN
PURPOSE: Mammographic density is an established breast cancer risk factor within many ethnically different populations. The distribution of mammographic density has been shown to be significantly lower in Western Australian Aboriginal women compared to age- and screening location-matched non-Aboriginal women. Whether mammographic density is a predictor of breast cancer risk in Aboriginal women is unknown. METHODS: We measured mammographic density from 103 Aboriginal breast cancer cases and 327 Aboriginal controls, 341 non-Aboriginal cases, and 333 non-Aboriginal controls selected from the BreastScreen Western Australia database using the Cumulus software program. Logistic regression was used to examine the associations of percentage dense area and absolute dense area with breast cancer risk for Aboriginal and non-Aboriginal women separately, adjusting for covariates. RESULTS: Both percentage density and absolute dense area were strongly predictive of risk in Aboriginal women with odds per adjusted standard deviation (OPERAS) of 1.36 (95% CI 1.09, 1.69) and 1.36 (95% CI 1.08, 1.71), respectively. For non-Aboriginal women, the OPERAS were 1.22 (95% CI 1.03, 1.46) and 1.26 (95% CI 1.05, 1.50), respectively. CONCLUSIONS: Whilst mean mammographic density for Aboriginal women is lower than non-Aboriginal women, density measures are still higher in Aboriginal women with breast cancer compared to Aboriginal women without breast cancer. Thus, mammographic density strongly predicts breast cancer risk in Aboriginal women. Future efforts to predict breast cancer risk using mammographic density or standardize risk-associated mammographic density measures should take into account Aboriginal status when applicable.
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Densidad de la Mama , Neoplasias de la Mama/epidemiología , Neoplasias de la Mama/patología , Mama/diagnóstico por imagen , Mama/patología , Anciano , Australia/epidemiología , Estudios de Casos y Controles , Detección Precoz del Cáncer , Femenino , Humanos , Mamografía , Persona de Mediana Edad , Oportunidad Relativa , Vigilancia de la Población , Medición de Riesgo , Factores de RiesgoRESUMEN
A thermodynamically guided calculation of free energies of substrate and product molecules allows for the estimation of the yields of organic reactions. The non-ideality of the system and the solvent effects are taken into account through the activity coefficients calculated at the molecular level by perturbed-chain statistical associating fluid theory (PC-SAFT). The model is iteratively trained using a diverse set of reactions with yields that have been reported previously. This trained model can then estimate aâ priori the yields of reactions not included in the training set with an accuracy of ca. ±15 %. This ability has the potential to translate into significant economic savings through the selection and then execution of only those reactions that can proceed in good yields.
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Methods of computational linguistics are used to demonstrate that a natural language such as English and organic chemistry have the same structure in terms of the frequency of, respectively, text fragments and molecular fragments. This quantitative correspondence suggests that it is possible to extend the methods of computational corpus linguistics to the analysis of organic molecules. It is shown that within organic molecules bonds that have highest information content are the ones that 1)â define repeat/symmetry subunits and 2)â in asymmetric molecules, define the loci of potential retrosynthetic disconnections. Linguistics-based analysis appears well-suited to the analysis of complex structural and reactivity patterns within organic molecules.
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Migration of tattoo pigment to axillary lymph nodes mimicking calcifications is a recognized phenomenon, however, pigment in an intra-mammary node masquerading as a breast mass is a rare complication of cosmetic tattoos. As the prevalence of tattooing increases among women presenting to Breastscreen, radiologists may expect to encounter this lesion mimicking a breast neoplasm. We present a 50-year-old female with extensive tattoos on her arms, chest wall and abdomen, recalled for a small calcified breast mass on her first screening mammogram. Tomosynthesis-guided vacuum-assisted biopsy demonstrated intra-mammary lymph node with abundant tattoo pigment.
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Neoplasias de la Mama , Tatuaje , Humanos , Tatuaje/efectos adversos , Femenino , Persona de Mediana Edad , Diagnóstico Diferencial , Neoplasias de la Mama/diagnóstico por imagen , Tinta , Mamografía , Colorantes , Ganglios Linfáticos/diagnóstico por imagen , Ganglios Linfáticos/patologíaRESUMEN
INTRODUCTION: Women with obesity are at increased risk of post-menopausal breast cancer and less likely to participate in breast screening. This study investigates the impact of asking women their height and weight within a population-based screening program, and the association of BMI with rescreening status. METHODS: Data regarding 666,130 screening events from 318,198 women aged 50-74 attending BreastScreen Western Australia between 2016 and 2021 were used to compare crude and age-standardised rescreening rates over time. Mixed effects logistic regression was used to investigate associations of BMI with rescreening status. RESULTS: Rescreening rates for women screened since 2016 were within 1.8% points from the previous reporting period, stratified by screening round. Increasing BMI was associated with decreased likelihood of returning to breast screening (OR = 0.993, 95% CI: 0.988-0.998; OR = 0.989, 95% CI: 0.984-0.994; OR = 0.985, 95% CI: 0.982-0.987 for women screening for the first, second and third+ time, respectively). CONCLUSIONS: This large, prospective study supports implementation of routine height and weight collection within breast screening programs. It shows that asking women their height and weight does not deter them from returning to screening and that women with increased BMI are less likely to rescreen, highlighting a need for targeted interventions to improve screening barriers for women living with obesity.
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Neoplasias de la Mama , Mama , Humanos , Femenino , Estudios Prospectivos , Mama/diagnóstico por imagen , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/epidemiología , Obesidad/complicaciones , Obesidad/epidemiología , ProbabilidadRESUMEN
Persons with disabilities (PWD) often require special accommodations and more comprehensive healthcare yet frequently have encounters with physicians who are unprepared to provide tailored and complete care. A multipronged disability awareness curriculum for second-year medical students was implemented, including content on disability etiquette, patient-centered and interprofessional learning sessions for individuals with physical disabilities and intellectual and developmental disabilities, and a debriefing session with physiatrists. The objective of this study was to utilize a mixed methods approach to evaluate the disability awareness curriculum in undergraduate medical education (UME). Assessment was conducted using course evaluations, pre- and post-surveys including the Attitudes and Perspectives Towards Persons with Disabilities (APPD) scale and Multidimensional Attitudes Scale Toward Persons with Disabilities (MAS), and student focus groups. The mean scores from both the APPD (2.11 ± 0.43 pre-score vs. 1.7 ± 0.39 post-score) and MAS (2.45 ± 0.43 pre-score vs. 2.25 ± 0.55 post-score) indicate the curriculum improved medical students' attitudes toward PWD (p < 0.05), with lower numbers representing more favorable attitudes. After completing the curriculum, medical students' attitudes were comparable to those of doctor of physical therapy (DPT) students. Qualitative analysis from focus groups highlighted four major themes: education, comfort level, impact on future practice, and disability differences. This curriculum has potential as a valuable framework for delivering effective disability education to medical students to prepare future physicians to serve PWD and their unique needs. It meets core competencies, provides an opportunity to learn in interprofessional environments, and integrates PWD into the educational process. Supplementary Information: The online version contains supplementary material available at 10.1007/s40670-024-02004-0.
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With modern technological advances in imaging, radial scars are more frequently encountered in clinical practice. The management of radial scars remains challenging due to associated upgrade to malignancy at excision. Contrast-enhanced mammography (CEM) has a similar sensitivity compared to MRI in addition to lower cost, better availability and fewer contra-indications. CEM is reported to have an overall excellent negative predictive value for malignancy. In this study, imaging of 55 patients with a core biopsy diagnosis of radial scar since the introduction of CEM into local practice was reviewed. Nine patients underwent CEM as part of their diagnostic work-up and these appearances are presented as a pictorial essay to demonstrate enhancement patterns of radial scars on CEM in this cohort and consider how this knowledge may influence management.
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Neoplasias de la Mama , Enfermedad Fibroquística de la Mama , Femenino , Humanos , Cicatriz/diagnóstico por imagen , Cicatriz/patología , Mamografía , Biopsia con Aguja Gruesa , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/patología , Mama/diagnóstico por imagen , Mama/patologíaRESUMEN
BACKGROUND: 'Interval breast cancer' describes a malignancy that is diagnosed after a negative screening mammogram. Open disclosure is a process of addressing a negative health outcome that includes an apology and an opportunity for the client to discuss concerns. BreastScreen Western Australia has implemented a policy of open disclosure. The purpose of this study was to gain an understanding of clients' experience with interval cancer and their attitude towards the screening programme by conducting a thematic analysis of written responses from women participating in the open disclosure process. METHODS: Women experiencing an interval cancer diagnosis between 2011 and 2020 were sent a questionnaire by mail. It included two broad questions with free-text responses. A qualitative analysis of the responses was conducted using an inductive approach. Responses were de-identified and data were thematically analysed and presented using verbatim quotations. RESULTS: Five themes emerged in response to "what could we have done better?": 'nothing,' 'broaden scope,' 'service delivery,' 'breast density education' and 'more education' generally. Six themes emerged in response to "what did we do well?": 'staffing,' 'overall satisfaction,' 'reminders,' 'follow-up after interval cancer,' 'efficiency' and 'information and education provision.' An additional theme of 'storytelling' emerged from both questions: an opportunity for the woman to share her experience of cancer. CONCLUSION: Most women expressed positive attitudes towards the service and appreciated giving feedback in the open disclosure process. Several themes supporting the role of BreastScreen in education were identified, including providing information about breast density, breast health, and limitations of screening.
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Neoplasias de la Mama , Femenino , Humanos , Neoplasias de la Mama/diagnóstico , Revelación , Australia Occidental , Mama , Densidad de la MamaRESUMEN
BACKGROUND: Artificial intelligence (AI) has been proposed to reduce false-positive screens, increase cancer detection rates (CDRs), and address resourcing challenges faced by breast screening programs. We compared the accuracy of AI versus radiologists in real-world population breast cancer screening, and estimated potential impacts on CDR, recall and workload for simulated AI-radiologist reading. METHODS: External validation of a commercially-available AI algorithm in a retrospective cohort of 108,970 consecutive mammograms from a population-based screening program, with ascertained outcomes (including interval cancers by registry linkage). Area under the ROC curve (AUC), sensitivity and specificity for AI were compared with radiologists who interpreted the screens in practice. CDR and recall were estimated for simulated AI-radiologist reading (with arbitration) and compared with program metrics. FINDINGS: The AUC for AI was 0.83 compared with 0.93 for radiologists. At a prospective threshold, sensitivity for AI (0.67; 95% CI: 0.64-0.70) was comparable to radiologists (0.68; 95% CI: 0.66-0.71) with lower specificity (0.81 [95% CI: 0.81-0.81] versus 0.97 [95% CI: 0.97-0.97]). Recall rate for AI-radiologist reading (3.14%) was significantly lower than for the BSWA program (3.38%) (-0.25%; 95% CI: -0.31 to -0.18; P < 0.001). CDR was also lower (6.37 versus 6.97 per 1000) (-0.61; 95% CI: -0.77 to -0.44; P < 0.001); however, AI detected interval cancers that were not found by radiologists (0.72 per 1000; 95% CI: 0.57-0.90). AI-radiologist reading increased arbitration but decreased overall screen-reading volume by 41.4% (95% CI: 41.2-41.6). INTERPRETATION: Replacement of one radiologist by AI (with arbitration) resulted in lower recall and overall screen-reading volume. There was a small reduction in CDR for AI-radiologist reading. AI detected interval cases that were not identified by radiologists, suggesting potentially higher CDR if radiologists were unblinded to AI findings. These results indicate AI's potential role as a screen-reader of mammograms, but prospective trials are required to determine whether CDR could improve if AI detection was actioned in double-reading with arbitration. FUNDING: National Breast Cancer Foundation (NBCF), National Health and Medical Research Council (NHMRC).
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Neoplasias de la Mama , Humanos , Femenino , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/epidemiología , Inteligencia Artificial , Estudios Retrospectivos , Estudios Prospectivos , Estudios de Cohortes , Tamizaje Masivo/métodos , Detección Precoz del Cáncer/métodos , Mamografía/métodosRESUMEN
OBJECTIVES: To quantify the effect of previous false-positive mammogram results on rescreening rates in a population of women participating in the BreastScreen WA (BSWA) program. DESIGN AND PARTICIPANTS: Retrospective cohort study of women aged 50-69 years who received free screening mammograms at BSWA between 1 January 1995 and 31 December 2007. MAIN OUTCOME MEASURES: Percentages of women attending rescreening, and risk ratios for rescreening. RESULTS: A total of 22 396 screening mammograms were falsely reported as positive, and 560 333 mammogram screens were reported as normal (negative). Women with a false-positive index mammogram result were less likely than women with a true-negative index mammogram result to attend rescreening at 27 months (67.6% v 70.7%; risk ratio, 0.96; P < 0.001). A reduced rescreening rate was seen in all subgroups of women except Indigenous women. Rescreening rates were affected by the types of assessment done at the recall visit. CONCLUSION: Mammographic population screening services should keep their false-positive result rates low, to prevent women from being deterred from screening.