DATASUS

DATASUS
  • 文章类型: Journal Article
    目的:乳腺癌是全世界女性最致命的恶性肿瘤。发达国家,比如葡萄牙,西班牙,和美国,由于乳腺癌的死亡率下降;然而,在发展中国家,流行病学报告很少。在这种情况下,本研究的目的是描述和讨论2008年至2019年巴西女性乳腺癌住院率和死亡率的情况.
    方法:数据来自国家卫生系统信息学部(DATASUS),由巴西卫生部维护,其中包括住院和死亡的记录乳腺恶性肿瘤(代码C50,ICD-10)。根据受试者的年龄,每100,000名居民的住院率和死亡率按比例估算,区域,和发生的年份。
    结果:从2008年到2019年,巴西报告了由于乳腺恶性肿瘤而住院的643,822例,其中南部和东南部地区最普遍。在50-79岁的受试者中观察到较高的住院率。关于死亡率,报告了53,480例乳腺癌死亡;类似于住院,东南部和南部是受影响最严重的地区。根据受试者的年龄,死亡率随着时间的推移以不同的幅度增加。
    结论:我们已经显示出发病率和死亡率随着时间的推移而增加,这取决于患者的年龄和地区。这里提出的结果可能有助于正在进行的关于巴西医疗保健系统的作用和未来前景的讨论,特别是关于预防的策略,control,和治疗乳腺癌。
    OBJECTIVE: Breast cancer is the most lethal malignancy for women worldwide. Developed countries, such as Portugal, Spain, and the United States, have declining mortality rates due to breast cancer; however, in developing countries, the epidemiological reports are scarce. In this context, the aims of this study are to describe and discuss the female breast cancer profile of hospitalization and mortality according to age and geographic region in Brazil from 2008 to 2019.
    METHODS: Data were obtained from the National Health System Department of Informatics (DATASUS), maintained by the Brazilian Ministry of Health, which includes the registers of hospitalization and mortality by malignant neoplasm of breast (code C50, ICD-10). Proportional rates of hospitalization and deaths were estimated per 100,000 inhabitants according to respective subjects\' age, region, and year of the occurrence.
    RESULTS: From 2008 to 2019, 643,822 hospital admissions due to malignant neoplasm of breast were reported in Brazil, of which the South and Southeast regions were the most prevalent. Higher hospitalization rates were seen in subjects aged 50-79-years-old. Regarding mortality, 53,480 deaths by breast cancer were reported; similarly to hospitalization, the Southeast and South were the most affected regions. Mortality rates have increased over time in different magnitudes depending on subjects\' age.
    CONCLUSIONS: We have shown an increase in morbidity and mortality over time, which is dependent on patients\' age and region. The results presented here may contribute to the ongoing discussion about the role and future perspectives of the Brazilian health care system, especially regarding to the strategies for the prevention, control, and treatment of breast cancer.
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  • 文章类型: Journal Article
    婴儿死亡率的特点是一岁以下幼儿死亡,这是一个影响世界上数百万儿童的问题。本文的目的是在数据库中使用知识发现的概念,特别是数据挖掘阶段的机器学习,描述巴西两个州的婴儿死亡率:圣卡塔琳娜,婴儿死亡率是该国各州最低的,和阿马帕,最高的。分类器C4.5、JRip、随机森林,SVM,使用多层感知器,并对两种状态下分类器获得的结果进行了简要比较。此外,数据集预处理是详细的,其中包括属性选择和类平衡。结果表明,APGAR5、WEIGHT、和先天性异常从基于树的分类器生成的规则中脱颖而出。
    Infant mortality is characterized by the death of young children under the age of one, and it is an issue affecting millions of children in the world. The objective of this article is to employ concepts of knowledge discovery in databases, specifically of machine learning in the data mining phase, to characterize infant mortality in two states of Brazil: Santa Catarina, with the lowest infant mortality rate of the country\'s states, and Amapá, with the highest. The classifiers C4.5, JRip, Random Forest, SVM, and Multilayer Perceptron were used, and a brief comparison of the results obtained by the classifiers in both states is made. In addition, the dataset preprocessing is detailed, which includes attribute selection and class balancing. The results show that the features APGAR5, WEIGHT, and CONGENITAL ANOMALY stood out the most from the rules generated by the tree-based classifiers.
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  • 文章类型: Journal Article
    背景:全身性脓疱型银屑病(3GPP)是一种罕见且严重的银屑病表型,其特征是突然爆发广泛的合并无菌脓疱,并伴有一系列全身症状。
    目的:我们的目的是从公共卫生保健系统的角度描述巴西网流行病学和治疗。
    方法:这是一项回顾性的公共索赔数据库研究,使用门诊和住院数据库,提供了2018年1月至2020年8月的信息,这些信息是基于3GPP患者的卫生资源利用记录。描述了门诊治疗方案和致命的住院结局。
    结果:总计,1458名所有年龄段的门诊病人被确认,其中53%是女性。我们估计,巴西的3GPP患病率为每100,000人中0.7至0.9人。阿维A是最常用的分配药物。所有门诊病人中,769名门诊患者可以在住院数据库中进行追踪,研究期间有151人入院.其中,5.3%的人在住院期间有致命结局。原发性皮肤病或感染是最常见的住院原因。
    结论:在此背景下,国际疾病分类代码中的3GPP和银屑病尚未得到验证。
    结论:3GPP是巴西的一种罕见疾病,影响所有年龄和性别的个体。住院治疗和与疾病相关的死亡凸显了其迅速诊断的必要性,密切医学随访,和有效的治疗。
    BACKGROUND: Generalized pustular psoriasis (GPP) is a rare and severe phenotype of psoriasis characterized by sudden outbreak of widespread coalescent sterile pustules associated with a spectrum of systemic symptoms.
    OBJECTIVE: We aimed to describe the epidemiology and treatment of GPP in Brazil from the public health care system perspective.
    METHODS: This was a retrospective public claims database study, using outpatient and inpatient databases, with information from January 2018 to August 2020, based on records of health resource utilization by patients with GPP. Outpatient treatment regimens and fatal inpatient outcomes were described.
    RESULTS: In total, 1458 outpatients of all ages were identified, of whom 53% were women. We estimated the GPP prevalence in Brazil to be between 0.7 and 0.9 per 100,000. Acitretin was the most commonly dispensed drug. Of all the outpatients, 769 outpatients could be tracked in the inpatient database, and 151 had hospital admissions during the study period. Of them, 5.3% had a fatal outcome during hospitalization. A primary skin condition or an infection was the most frequent hospitalization cause.
    CONCLUSIONS: The International Classification of Diseases codes for GPP and psoriasis have not been previously validated in this context.
    CONCLUSIONS: GPP is a rare disease in Brazil and affects individuals of all ages and both sexes. Hospitalizations and disease-related deaths highlight the need for its prompt diagnosis, close medical follow-up, and effective treatment.
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  • 文章类型: Journal Article
    背景:年龄相关性黄斑变性(AMD)是一种导致视网膜黄斑区损伤的疾病,导致不可逆转的失明。这项研究旨在了解AMD患者的概况和护理及其在巴西公共卫生系统中的成本,以确定AMD护理需求。
    方法:这是一项针对AMD的回顾性观察研究,使用来自巴西公共医疗系统的实际数据,使用DATASUS索赔数据库。AMD患者的选择时间为2014年1月1日至2020年1月31日;至少有一次ICD10代码为H35.3(黄斑和后极变性),并提交了专门用于AMD患者的两个程序之一-光学相干断层扫描(OCT)和视网膜疾病的医学治疗(抗血管生成);在第一次ICD10索赔时年龄≥18岁,并在数据库中提供至少1年的随访。我们描述了病人的特征,医疗资源利用率和成本,和AMD患者接受的抗血管生成玻璃体内治疗,包括剂量的数量和它们之间的间隔时间。
    结果:自2014年以来寻求AMD治疗的患者大多是女性(59%),白色(61%),平均年龄72岁.他们主要位于东南部(87%),在北部(1%)和中西部(1.5%)地区发现的患者很少,可能反映了巴西的AMD治疗指南(ProtocoloClínicoeDiretrizesTerapäuticas-PCDT)被纳入AMD的常规治疗。一年内2.5种抗血管生成疗法的平均抗血管生成剂量低于预期。大多数注射之间的间隔时间为20至40天,虽然有些患者治疗超过100天。另一个挫折是,与总体AMD医疗保健相比,患者进行OCT和抗血管生成治疗的距离更长。在10到100公里之间。
    结论:AMD患者似乎治疗不足,因为他们在一年内平均接受2.5剂量的抗血管生成治疗。地区之间的不平等是显而易见的,由于东南部和南部地区几乎包括所有接受公共卫生系统治疗的患者,根据PCDT的建议,这可能反映了该地区获得AMD治疗的机会更多。
    BACKGROUND: Age-related macular degeneration (AMD) is a disease that causes damage in the macular region of the retina, leading to irreversible blindness. This study aims to understand the profile and care of patients with AMD and its cost at the Brazilian public health system to identify AMD-care needs.
    METHODS: This is a retrospective observational study of AMD with real-world data from the Brazilian public healthcare system, using DATASUS claim databases. Patients with AMD were selected from 01/Jan/2014 to 31/Jan/2020; had at least one claim of ICD10 code H35.3 (Degeneration of macula and posterior pole), and were submitted to one of two procedures exclusively available for AMD patients - optical coherence tomography (OCT) and medical treatment of retinal disease (antiangiogenic); aged ≥18 years at first ICD10 claim, and presenting at least 1 year of follow-up in the database. We described patients\' characteristics, healthcare resource utilization and cost, and the antiangiogenic intravitreal treatment received by AMD patients, including the number of doses and interval time between them.
    RESULTS: Patients searching for AMD treatment since 2014 were mostly females (59%), white (61%), and a mean age of 72 years. They were mainly located in the Southeast (87%), and few patients were found in the North (1%) and Central-West (1.5%) regions, probably reflecting where the Brazilian guideline to treat AMD (Protocolo Clínico e Diretrizes Terapêuticas - PCDT) was incorporated as routine care for AMD. The average antiangiogenic dose of 2.5 antiangiogenic therapies within a year was below the expected. Most injections had an interval time of 20 to 40 days between doses, although some patients were treated more than 100 days. Another setback is that patients traveled longer distances for OCT and antiangiogenic treatment than overall AMD-healthcare, between 10 and 100 km.
    CONCLUSIONS: AMD patients seem to be undertreated, as they receive a mean of 2.5 doses of antiangiogenic treatment within a year. Inequalities among regions are evident, as the Southeast and South regions comprise almost all patients receiving the treatment from the public health system, probably reflecting the region with more access to AMD care according to PCDT recommendations.
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