Diagnostic Screening Programs

诊断性筛查计划
  • 文章类型: Journal Article
    背景:关于撒哈拉以南非洲(SSA)性传播感染(STI)的流行病学及其对不良出生结局(ABO)的贡献的数据有限。我们进行了一项病例对照研究,以评估在伊丽莎白女王中心医院就诊的女性中性传播感染的患病率及其与ABO的关系,布兰太尔,马拉维。
    方法:ABO的复合病例定义包括死胎,早产和低出生体重婴儿以及出生后24小时内入住新生儿重症监护病房的婴儿。在招募带有ABO的婴儿后,招募下一个出生的健康婴儿作为对照.淋病奈瑟菌(NG)的多重PCR,在母体阴道拭子上进行沙眼衣原体(CT)和阴道毛滴虫(TV)。在母婴血清中确定HIV和梅毒状态。对于梅毒,我们使用了螺旋体/非螺旋体快速护理点联合测试与快速血浆反应素测试并行,梅毒螺旋体的PCR和临床参数以诊断和分期感染。我们比较了病例和对照之间的STI阳性。
    结果:我们包括259例病例和251例对照。孕产妇性传播感染的患病率为3.1%,NG为2.7%和17.1%,CT和电视,分别。早期和晚期/未知阶段未经治疗的梅毒的孕产妇患病率为2.0%和6.1%。治疗后的梅毒患病率分别为2.7%。艾滋病毒感染率为16.5%。HIV感染显着增加ABO的几率(OR=3.31;95%CI1.10至9.91),NG阳性(OR=4.30;95%CI1.16至15.99)。我们观察到未经治疗的母亲梅毒女性的ABO发生率更高(早期:OR=7.13;95%CI0.87至58.39,晚期/未知阶段:OR=1.43;95%CI0.65至3.15)。母亲的TV和CT感染与ABO无关。
    结论:马拉维孕妇的性传播感染患病率与其他SSA国家相当。艾滋病毒,与健康婴儿的女性相比,患有ABO的女性中NG和未经治疗的梅毒患病率更高。
    BACKGROUND: There are limited data on the epidemiology of sexually transmitted infections (STI) and their contribution to adverse birth outcomes (ABO) in sub-Saharan Africa (SSA). We performed a case-control study to assess the prevalence of STI and their association with ABO among women attending Queen Elizabeth Central Hospital, Blantyre, Malawi.
    METHODS: A composite case definition for ABO included stillborn, preterm and low birthweight infants and infants admitted to neonatal intensive care unit within 24 hours of birth. Following recruitment of an infant with an ABO, the next born healthy infant was recruited as a control. Multiplex PCR for Neisseria gonorrhoeae (NG), Chlamydia trachomatis (CT) and Trichomonas vaginalis (TV) was performed on maternal vaginal swabs. HIV and syphilis status was determined on maternal and infant serum. For syphilis, we used combined treponemal/non-treponemal rapid point-of-care tests in parallel with rapid plasma reagin tests, PCR for Treponema pallidum and clinical parameters to diagnose and stage the infection. We compared STI positivity between cases and controls.
    RESULTS: We included 259 cases and 251 controls. Maternal prevalence of STI was 3.1%, 2.7% and 17.1% for NG, CT and TV, respectively. Maternal prevalence of untreated syphilis was 2.0% and 6.1% for early stage and late/unknown stage, respectively; prevalence of treated syphilis was 2.7%. The HIV prevalence was 16.5%. HIV infection significantly increased the odds for ABO (OR=3.31; 95% CI 1.10 to 9.91) as did NG positivity (OR=4.30; 95% CI 1.16 to 15.99). We observed higher rates of ABO among women with untreated maternal syphilis (early: OR=7.13; 95% CI 0.87 to 58.39, late/unknown stage: OR=1.43; 95% CI 0.65 to 3.15). Maternal TV and CT infections were not associated with ABO.
    CONCLUSIONS: STI prevalence among pregnant women in Malawi is comparable to other SSA countries. HIV, NG and untreated syphilis prevalence was higher among women with ABO compared with women with healthy infants.
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  • 文章类型: Journal Article
    背景:在目标人群中进行心血管和癌症筛查可以降低死亡率。每年一次拜访全科医生(GP)与预防性护理的可能性增加有关。这项研究的目的是分析去年访问全科医生对基于性别和家庭收入的预防性服务提供的影响。
    方法:横断面研究使用从2013-2015年欧洲健康访谈调查收集的数据,来自29个欧洲国家的40-74岁的个体。变量包括:社会人口因素(年龄,性别,和家庭收入(HHI)五分之一[HHI1:最低收入,HHI5:更富裕]),生活方式因素,合并症,和预防性护理服务(心脏代谢,流感疫苗接种,和癌症筛查)。描述性统计,双变量分析和多水平模型(1级:公民,第2级:国家)进行。
    结果:包括242,212名受试者,53.7%为女性。接受任何心脏代谢筛查的受试者比例(92.4%)大于癌症筛查(结直肠癌:44.1%,妇科癌症:40.0%)和流感疫苗接种。在过去一年中访问过全科医生的个人更倾向于接受预防性护理服务(心脏代谢筛查:调整后的OR(aOR):7.78,95%CI:7.43-8.15;结直肠筛查aOR:1.87,95%CI:1.80-1.95;乳房X线照相术aOR:1.76,95%CI:1.69-1.83和巴氏涂片检查:aOR:1.89,95%CI在去年参观过全科医生的人中,心脏代谢筛查和癌症筛查比例最高的人群受益于较富裕的人群.无论HHI如何,女性都比男性接受更多的血压测量。无论HHI如何,男性比女性更有可能接受流感疫苗接种。各国之间的流感疫苗接种差异最大,中位数赔率比(MOR)为6.36(65岁以下合并疾病)和4.30(65岁以上合并疾病),随后是MOR为2.26的结直肠癌筛查。
    结论:对预防服务的更高依从性与过去一年中至少访问过全科医生的个体有关。家庭收入较低的去过全科医生的人之间存在明显的差异。各国之间的差异最大的是流感疫苗接种和结直肠癌筛查。
    BACKGROUND: Performing cardiovascular and cancer screenings in target populations can reduce mortality. Visiting a General Practitioner (GP) once a year is related to an increased likelihood of preventive care. The aim of this study was to analyse the influence of visiting a GP in the last year on the delivery of preventive services based on sex and household income.
    METHODS: Cross-sectional study using data collected from the European Health Interview Survey 2013-2015 of individuals aged 40-74 years from 29 European countries. The variables included: sociodemographic factors (age, sex, and household income (HHI) quintiles [HHI 1: lowest income, HHI 5: more affluent]), lifestyle factors, comorbidities, and preventive care services (cardiometabolic, influenza vaccination, and cancer screening). Descriptive statistics, bivariate analyses and multilevel models (level 1: citizen, level 2: country) were performed.
    RESULTS: 242,212 subjects were included, 53.7% were female. The proportion of subjects who received any cardiometabolic screening (92.4%) was greater than cancer screening (colorectal cancer: 44.1%, gynaecologic cancer: 40.0%) and influenza vaccination. Individuals who visited a GP in the last year were more prone to receive preventive care services (cardiometabolic screening: adjusted OR (aOR): 7.78, 95% CI: 7.43-8.15; colorectal screening aOR: 1.87, 95% CI: 1.80-1.95; mammography aOR: 1.76, 95% CI: 1.69-1.83 and Pap smear test: aOR: 1.89, 95% CI:1.85-1.94). Among those who visited a GP in the last year, the highest ratios of cardiometabolic screening and cancer screening benefited those who were more affluent. Women underwent more blood pressure measurements than men regardless of the HHI. Men were more likely to undergo influenza vaccination than women regardless of the HHI. The highest differences between countries were observed for influenza vaccination, with a median odds ratio (MOR) of 6.36 (under 65 years with comorbidities) and 4.30 (over 65 years with comorbidities), followed by colorectal cancer screening with an MOR of 2.26.
    CONCLUSIONS: Greater adherence to preventive services was linked to individuals who had visited a GP at least once in the past year. Disparities were evident among those with lower household incomes who visited a GP. The most significant variability among countries was observed in influenza vaccination and colorectal cancer screening.
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  • 文章类型: Journal Article
    长期以来,无细胞DNA(cfDNA)已被确立为各种临床环境中有用的诊断和预后工具。从传染病到心血管和肿瘤疾病。然而,非肿瘤性疾病可以作为混杂因素,影响血液中cfDNA的脱落量以及肿瘤来源的游离循环核酸选择癌症患者的技术可行性。这里,我们调查了其他病理过程对637例FIT+患者临床分层的潜在影响.单一和多元逻辑回归产生了类似的结果。粗灵敏度为75.9%,调整灵敏度为74.1%,相对风险0.9761(0.8516至1.1188),风险差异0.0181(-0.0835至0.1199)和OR0.9079(0.5264至1.5658)。来自其他cfDNA来源的潜在混杂效应在FIT+患者的临床分层中起关键作用。
    Cell-free DNA (cfDNA) has long been established as a useful diagnostic and prognostic tool in a variety of clinical settings, ranging from infectious to cardiovascular and neoplastic diseases. However, non-neoplastic diseases can act as confounders impacting on the amount of cfDNA shed in bloodstream and on technical feasibility of tumour derived free circulating nucleic acids selecting patients with cancer. Here, we investigated the potential impact of other pathological processes in the clinical stratification of 637 FIT+ patients. A single and multiple logistic regression yielded similar results. Crude sensitivity was 75.9% versus adjusted sensitivity of 74.1%, relative risk 0.9761 (0.8516 to 1.1188), risk difference 0.0181 (-0.0835 to 0.1199) and OR 0.9079 (0.5264 to 1.5658). Potential confounding effect from other source of cfDNA plays a pivotal role in the clinical stratification of FIT+ patients.
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  • 文章类型: English Abstract
    The use of the DOS and Delirium Prevalence: a quantitative longitudinal study at a Swiss-German central hospital Abstract: Background: With a prevalence of 12-64%, delirium is a common complication in acute care, associated with negative outcomes such as increased mortality and prolonged length of stay. Many hospitals have guidelines to improve the delirium management. The Delirium Observation Screening Scale (DOS) Score is collected in the study hospital from all patients ≥ 70 years at each shift for at least 3 days. Delirium is diagnosed by a physician and coded according to ICD-10. Purpose: Evaluation of the delirium screening with the DOS according to internal guideline in terms of number of DOS assessments performed, prevalence of delirium (DOS score ≥ 3 points, CD-10 code delirium). Method: This retrospective quantitative single-centre longitudinal study used 2017 and 2018 data of 10046 cases. Statistical analysis methods were used to analyse prevalence of delirium and subgroup comparisons. Results: At least one DOS score was documented in 92% of cases aged ≥ 70-years (n = 5038). DOS implementation varied between 60% in the early, 49% in the late and 38% in the night shift. The prevalence of delirium was 12% according to DOS score ≥ 3 and 4% according to physician diagnosis of a delirium. Cases with a DOS score ≥ 3 were significantly older, more often female, had more comorbidities and were depressed. Conclusions: DOS is performed in most patients when indicated. The DOS implementation frequency varied depending on the shift.
    Zusammenfassung: Hintergrund: Delirien sind mit einer Prävalenz von 12–64% eine häufige Komplikation im Akutpflegebereich, die mit negativen Ergebnissen, wie erhöhter Mortalität und verlängerter Aufenthaltsdauer verbunden ist. Um das Delirmanagement zu verbessern, verfügen viele Spitäler über Weisungen. Im Studienspital wird bei allen Patient_innen ≥ 70 Jahren, dreimal täglich während drei Tagen der Delirium Observation Screening Scale (DOS) Score erhoben. Die Diagnose Delir wird ärztlich gestellt und mittels ICD-10 codiert. Fragestellung/Ziele: Evaluierung des Delir Screenings mit der DOS gemäß interner Weisung hinsichtlich Anzahl durchgeführter DOS-Einschätzungen und Delir Prävalenz (DOS-Score ≥ 3 Punkte, ICD-10 Code). Methode: Diese retrospektive quantitative Einzelzentrum Längsschnittstudie verwendete Daten von 2017 und 2018 von 10046 Fällen. Für die Analyse der Delir Prävalenz und Subgruppenvergleiche wurden statistische Analysemethoden angewendet. Ergebnisse: Bei 92% der ≥ 70-jährigen Fälle (n = 5038) wurde mindestens ein DOS-Score dokumentiert. Die Umsetzung der DOS-Durchführung variierte zwischen 60% im Frühdienst, 49% im Spätdienst und 38% im Nachtdienst. Die Delir Prävalenz nach DOS-Score ≥ 3 lag bei 12% und nach ärztlicher Delirdiagnose bei 4%. Fälle mit einem DOS-Score ≥ 3 waren signifikant älter, häufiger weiblich, komorbid und depressiv. Schlussfolgerungen: Die DOS wird bei den meisten Patient_innen bei entsprechender Indikation durchgeführt. Die DOS-Durchführungshäufigkeit variiert je nach Schicht.
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  • 文章类型: Randomized Controlled Trial
    背景:HIV自我检测(HIVST)可能造成伤害的可能性是阻碍其广泛实施的一个问题。本文的目的是了解HIVST与SELPHI(HIV自检公共卫生干预)中危害之间的关系,迄今为止在高收入国家最大的HIVST随机试验.
    方法:10111名与男性发生性关系的男性和跨性别男性(MSM)在线招募(地理位置社交/性网络应用,社交媒体),16岁以上,报告以前的肛交和居住在英格兰或威尔士的首次随机60/40到基线HIVST(基线测试,BT)或不(无基线测试,nBT)(随机化A)。BT参与者报告阴性基线测试,3个月时的性风险和对进一步HIVST的兴趣被随机分配到三个月的HIVST(重复测试,RT)或不(无重复测试,nRT)(随机化B)。所有人都收到了一项出口调查,收集有关危害(对人际关系,幸福,错误的结果或被压力/说服进行测试)。对9名报告伤害的参与者进行了深入访谈,了解他们在一项探索性子研究中的经历;对定性数据进行了叙述性分析。
    结果:基线:主要是顺式MSM,90%白色,88%的同性恋47%的大学教育和7%的当前/以前的暴露前预防(PrEP)用户。最终调查回复率为:nBT=26%(1056/4062),BT=45%(1674/3741),nRT=41%(471/1147),RT=50%(581/1161)。伤害很少见,在出口调查中报告了4%(n=138/3691),在其他研究调查中发现了另外两个假阳性结果。1%的人报告对BT的人际关系和福祉造成伤害,nRT和RT相结合。在所有的武器组合中,有1%(n=54/3678)被压力或被说服进行检测,0.7%(n=34/4665)被报告假阳性结果.定性分析揭示了试剂盒本身的危害(技术危害),干预(干预危害)或来自参与者的社会背景(社会紧急危害)。干预和社会紧急危害并没有降低HIVST的可接受性,而技术危害确实如此。
    结论:HIVST的危害很少见,但在HIVST扩大规模时,应考虑将遭受危害的个体与社会心理支持联系起来的策略。
    背景:ISRCTN20312003。
    The potential of HIV self-testing (HIVST) to cause harm is a concern hindering widespread implementation. The aim of this paper is to understand the relationship between HIVST and harm in SELPHI (An HIV Self-testing Public Health Intervention), the largest randomised trial of HIVST in a high-income country to date.
    10 111 cis and trans men who have sex with men (MSM) recruited online (geolocation social/sexual networking apps, social media), aged 16+, reporting previous anal intercourse and resident in England or Wales were first randomised 60/40 to baseline HIVST (baseline testing, BT) or not (no baseline testing, nBT) (randomisation A). BT participants reporting negative baseline test, sexual risk at 3 months and interest in further HIVST were randomised to three-monthly HIVST (repeat testing, RT) or not (no repeat testing, nRT) (randomisation B). All received an exit survey collecting data on harms (to relationships, well-being, false results or being pressured/persuaded to test). Nine participants reporting harm were interviewed in-depth about their experiences in an exploratory substudy; qualitative data were analysed narratively.
    Baseline: predominantly cis MSM, 90% white, 88% gay, 47% university educated and 7% current/former pre-exposure prophylaxis (PrEP) users. Final survey response rate was: nBT=26% (1056/4062), BT=45% (1674/3741), nRT=41% (471/1147), RT=50% (581/1161).Harms were rare and reported by 4% (n=138/3691) in exit surveys, with an additional two false positive results captured in other study surveys. 1% reported harm to relationships and to well-being in BT, nRT and RT combined. In all arms combined, being pressured or persuaded to test was reported by 1% (n=54/3678) and false positive results in 0.7% (n=34/4665).Qualitative analysis revealed harms arose from the kit itself (technological harms), the intervention (intervention harms) or from the social context of the participant (socially emergent harms). Intervention and socially emergent harms did not reduce HIVST acceptability, whereas technological harms did.
    HIVST harms were rare but strategies to link individuals experiencing harms with psychosocial support should be considered for HIVST scale-up.
    ISRCTN20312003.
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  • 文章类型: Journal Article
    目标:英格兰的糖尿病眼病筛查计划为每位12岁以上的糖尿病患者提供筛查,诊断后尽快开始并每年重复。老年人首次诊断为糖尿病的人的预期寿命较短,因此不太可能从筛查和治疗中受益。为了告知糖尿病眼筛查政策是否应按年龄分层的决定,我们根据首次筛查发作时的年龄调查了接受治疗的可能性.
    方法:这是一项2006年至2017年诺福克糖尿病视网膜病变筛查计划参与者的队列研究,个人计划数据与医院治疗和死亡数据相关,记录到2021年。我们估计并比较了概率,接受视网膜激光光凝或玻璃体腔注射的年发病率和筛查费用,和死亡,在按首次筛查发作时的年龄定义的年龄组中。
    结果:死亡概率随着诊断年龄的增加而增加,而接受任何一种治疗的可能性随着年龄的增加而降低。在所有参与者中,接受一种或两种治疗的每人的筛查费用估计为18,608英镑,随着年龄的增长,70-79岁的人增加到21,721英镑,80-89岁的人增加到26,214英镑。
    结论:随着糖尿病诊断年龄的增加,糖尿病视网膜病变筛查效果较差,成本效益也较低,因为在参与者发展为威胁视力的糖尿病性视网膜病变并可从治疗中获益之前死亡的可能性增加.因此,进入筛查计划的年龄上限或老年组的风险分层可能是合理的。
    OBJECTIVE: England\'s Diabetic Eye Disease Screening Programme offers screening to every resident over age 12 with diabetes, starting as soon as possible after diagnosis and repeated annually. People first diagnosed with diabetes at older ages have shorter life expectancy and therefore may be less likely to benefit from screening and treatment. To inform decisions about whether diabetic eye screening policy should be stratified by age, we investigated the probability of receiving treatment according to age at first screening episode.
    METHODS: This was a cohort study of participants in the Norfolk Diabetic Retinopathy Screening Programme from 2006 to 2017, with individuals\' programme data linked to hospital treatment and death data recorded up to 2021. We estimated and compared the probability, annual incidence and screening costs of receiving retinal laser photocoagulation or intravitreal injection and of death, in age groups defined by age at first screening episode.
    RESULTS: The probability of death increased with increasing age at diagnosis, while the probability of receiving either treatment decreased with increasing age. The estimated cost of screening per person who received either or both treatments was £18,608 among all participants, increasing with age up to £21,721 in those aged 70-79 and £26,214 in those aged 80-89.
    CONCLUSIONS: Diabetic retinopathy screening is less effective and less cost-effective with increasing age at diagnosis of diabetes, because of the increasing probability of death before participants develop sight-threatening diabetic retinopathy and can benefit from treatment. Upper age limits on entry into screening programmes or risk stratification in older age groups may, therefore, be justifiable.
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  • 文章类型: Journal Article
    为了在2021年根据世界卫生组织(WHO)标准消除乙型肝炎病毒(HBV)和丙型肝炎病毒(HCV),这项研究调查了代表病毒性乙型肝炎的现状的国家核心指标韩国和C。
    我们分析了发病率,联系到护理,治疗,使用韩国全国综合大数据,HBV和HCV感染的死亡率。
    根据2018-2020年的数据,在韩国,急性HBV感染的发生率为每100,000人口0.71例;联系护理率,定义为在估计的HBV感染患者中接受医疗护理的患者数量,只有39.4%。在那些需要乙型肝炎治疗的人中,治疗率为67.3%,不到80%,世卫组织规划指数。由于HBV的年度肝脏相关死亡率为每100,000人18.85例,超过世卫组织4人的目标;最常见的死亡原因是肝癌(54.1%)。新诊断的HCV感染的年发病率为每10万人口11.9例,高于世卫组织五个影响目标。在HCV感染患者中,护理挂钩率为65.5%,而治疗率为56.8%,低于90%和80%的目标,分别。HCV感染导致的肝脏相关年死亡率为每100,000人2.02例。
    目前在韩国人群中确定的许多指标不满足消除病毒性肝炎的验证标准。因此,应紧急制定全面的国家战略,不断监测韩国的目标。
    To eliminate hepatitis B virus (HBV) and hepatitis C virus (HCV) according to the World Health Organization (WHO) criteria in 2021, this study investigated the national core indicators representing the current status of viral hepatitis B and C in South Korea.
    We analyzed the incidence, linkage-to-care, treatment, and mortality rates of HBV and HCV infection using the integrated nationwide big data of South Korea.
    According to data from 2018-2020, the incidence of acute HBV infection in South Korea was 0.71 cases per 100,000 population; tthe linkage-to-care rate was only 39.4%. Among those who need hepatitis B treatment, the treatment rate was 67.3%, which was less than 80% reported in the WHO program index. The annual liver-related mortality due to HBV was 18.85 cases per 100,000 population, exceeding the WHO target of four; the most frequent cause of death was liver cancer (54.1%). The annual incidence of newly diagnosed HCV infection was 11.9 cases per 100,000 population, which was higher than the WHO impact target of five. Among HCV-infected patients, the linkage-to-care rate was 65.5% while the treatment rate was 56.8%, which were below the targets of 90% and 80%, respectively. The liver-related annual mortality rate due to HCV infection was 2.02 cases per 100,000 population.
    Many of the current indicators identified in the Korean population did not satisfy the WHO criteria for validation of viral hepatitis elimination. Hence, a comprehensive national strategy should be urgently developed with continuous monitoring of the targets in South Korea.
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  • 文章类型: Journal Article
    背景:已经提出了人工智能(AI)来减少假阳性屏幕,提高癌症检出率(CDR),并解决乳房筛查计划面临的资源挑战。我们比较了AI和放射科医生在现实人群乳腺癌筛查中的准确性,以及估计对CDR的潜在影响,模拟AI放射科医生阅读的召回和工作量。
    方法:在基于人群的筛查计划的108,970次连续乳房X线照片的回顾性队列中,对市售AI算法进行了外部验证,与确定的结果(包括间隔癌症通过注册链接)。ROC曲线下面积(AUC),将AI的敏感性和特异性与实践中解释屏幕的放射科医师进行了比较.对模拟的AI-放射科医师读数(具有仲裁)估计CDR和召回率,并与程序指标进行比较。
    结果:AI的AUC为0.83,而放射科医生为0.93。在预期的门槛上,AI的敏感性(0.67;95%CI:0.64-0.70)与放射科医师(0.68;95%CI:0.66-0.71)相当,特异性较低(0.81[95%CI:0.81-0.81]对0.97[95%CI:0.97-0.97]).AI放射科医师阅读的召回率(3.14%)显着低于BSWA程序(3.38%)(-0.25%;95%CI:-0.31至-0.18;P<0.001)。CDR也较低(6.37比6.97/1000)(-0.61;95%CI:-0.77至-0.44;P<0.001);然而,AI检测到放射科医生未发现的间期癌症(0.72/1000;95%CI:0.57-0.90)。AI放射科医师阅读增加了仲裁,但整体屏幕阅读量减少了41.4%(95%CI:41.2-41.6)。
    结论:用AI替换一名放射科医生(有仲裁)导致召回率和整体屏幕阅读量降低。用于AI放射科医师阅读的CDR略有减少。AI检测到放射科医生未识别的间隔病例,这表明,如果放射科医生对AI发现不了解,CDR可能会更高。这些结果表明AI作为乳房X线照片的屏幕阅读器的潜在作用,但需要前瞻性试验来确定,如果AI检测采用双读数并进行仲裁,CDR是否会改善.
    背景:国家乳腺癌基金会(NBCF),国家卫生和医学研究委员会(NHMRC)。
    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.
    RESULTS: 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).
    CONCLUSIONS: 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.
    BACKGROUND: National Breast Cancer Foundation (NBCF), National Health and Medical Research Council (NHMRC).
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  • 文章类型: Journal Article
    目的:我们的目的是根据筛查时的糖化血红蛋白(HbA1c)水平以及筛查前1年的健康检查中是否存在高血糖,来检查那些没有糖尿病相关医疗护理和定期就诊的患者的后续就诊比例。
    方法:这项回顾性队列研究使用了2016-2020年日本健康检查和索赔的数据。该研究分析了8,834名20-59岁的成年受益人,他们从未接受过与糖尿病相关的医疗护理,最近的健康检查显示高血糖。根据HbA1c水平和一年前检查时是否存在高血糖,评估健康检查后6个月的后续门诊就诊率。
    结果:总体就诊率为21.0%。<7.0、7.0-7.4、7.5-7.9和≥8.0%(64mmol/mol)的HbA1c特异性率为17.0、26.7、25.4和28.4%,分别。先前筛查时高血糖患者的就诊率低于无高血糖患者。特别是HbA1c<7.0%(14.4%vs18.5%;P<0.001)和7.0-7.4%(23.6%vs35.1%;P<0.001)。
    结论:以前没有定期就诊的患者中,随后就诊的总体比率<30%,包括HbA1c≥8.0%的参与者。先前检测到高血糖的人的门诊就诊率较低,尽管需要更多的健康咨询。我们的发现可能有助于设计一种量身定制的方法,以鼓励高危人群通过诊所就诊寻求糖尿病治疗。
    OBJECTIVE: We aimed to examine the proportion of subsequent clinic visits for persons screened as having hyperglycemia based on glycated hemoglobin (HbA1c) levels at screening and the presence/absence of hyperglycemia at health checkups before 1 year of the screening among those without previous diabetes-related medical care and attending regular clinic visits.
    METHODS: This retrospective cohort study used the 2016-2020 data of Japanese health checkups and claims. The study analyzed 8,834 adult beneficiaries aged 20-59 years without regular clinic visits who had never received diabetes-related medical care and whose recent health checkups showed hyperglycemia. The rates of 6-month subsequent clinic visits after health checkups were evaluated according to HbA1c levels and the presence/absence of hyperglycemia at checkups a year before.
    RESULTS: The overall clinic visit rate was 21.0%. The HbA1c-specific rates were 17.0, 26.7, 25.4 and 28.4% for <7.0, 7.0-7.4, 7.5-7.9 and ≥8.0% (64 mmol/mol), respectively. Persons with hyperglycemia at a previous screening had lower clinic visit rates than those without hyperglycemia, particularly in the HbA1c category of <7.0% (14.4% vs 18.5%; P < 0.001) and 7.0-7.4% (23.6% vs 35.1%; P < 0.001).
    CONCLUSIONS: The overall rate of subsequent clinic visits among those without previous regular clinic visits was <30%, including for participants with HbA1c ≥8.0%. Persons with previously detected hyperglycemia had lower clinic visit rates, despite requiring more health counseling. Our findings might be useful for designing a tailored approach to encourage high-risk individuals to seek diabetes care through clinic visits.
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  • 文章类型: Journal Article
    住院老年人的跌倒令人担忧,尽管有跌倒风险评估方法和与跌倒相关因素的知识,他们的有效性和一致性仍然缺乏调查。在一项前瞻性研究中,我们纳入了102名住院的老年人(中位数[P25-P75])67(64-73)岁,52[51%]男性,逗留时间20[8-41]天)。使用功能独立性措施评估入院时的跌倒风险;莫尔斯跌倒量表;圣托马斯的老年住院患者跌倒风险评估工具;约翰霍普金斯大学跌倒风险评估工具;和多重用药。圣托马斯的老年住院患者跌倒风险评估工具方法在住院期间识别跌倒患者方面表现出最高的预测性能(准确率为92%)。在所有方法之间估计了一个略好的机会一致性(Light\sκ=0.120)。跌倒风险评估方法和与跌倒相关的因素不应互换使用,因为它们的总体和成对协议充其量是公平的。
    Falls in hospitalized older adults are of concern and, despite the availability of fall risk assessment methods and knowledge about factors associated with falls, their validity and agreement remain poorly investigated. In a prospective study, we enrolled 102 hospitalized older adults (median [P25-P75]) 67 (64-73) years, 52 [51%] men, length of stay 20 [8-41] days). Fall risk was assessed at hospital admission using the Functional Independence Measure; Morse Fall Scale; St. Thomas\'s Risk Assessment Tool in Falling Elderly Inpatients; Johns Hopkins Fall Risk Assessment Tool; and polypharmacy. The St. Thomas\'s Risk Assessment Tool in Falling Elderly Inpatients method showed the highest predictive performance (accuracy 92%) for the identification of fallers during hospitalization. A slightly better-then-chance agreement was estimated between all methods (Light\'s κ = 0.120). Fall risk assessment methods and factors associated with falls should not be used interchangeably as their overall and pairwise agreement are fair at best.
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