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1.
New Microbiol ; 45(2): 115-123, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35699560

RESUMO

Infectious diseases still register significant morbidity and mortality worldwide. Surveillance through a mandatory notification system allows the continuous analysis of the situation even at a local level and its importance has been highlighted by the recent COVID-19 pandemic. This paper aimed to outline the importance of the mandatory notification system as a Public Health tool in the continuous monitoring of infectious diseases. To this aim, we carried out a cross-sectional study examining the notifications reported in the Italian territory of Messina, Sicily, in the period 2001-2020. The institutional websites were examined and the notification data were used to obtain the incidences. Overall, a significant reduction of the incidence notification trend was observed. Chickenpox was by far the most notified infectious disease, followed by scabies, pediculosis, and brucellosis. Outbreaks of brucellosis, measles and hepatitis A occurred. All the diseases decreased over time, except syphilis, for which a significant increase was observed. Surveillance of infectious diseases through a mandatory notification system remains a bulwark of public health despite underreporting. Our study reflects the situation of a typical high-income area, although some unexpected criticisms are highlighted. Continuous information about correct behaviors through education campaigns are crucial in order to improve the situation. Keywords: mandatory notifications, infectious diseases, surveillance, public health Corresponding author: Alessio Facciolà, Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Italy. Email: afacciola@unime.it.


Assuntos
Brucelose , COVID-19 , Doenças Transmissíveis , Brucelose/epidemiologia , Doenças Transmissíveis/diagnóstico , Doenças Transmissíveis/epidemiologia , Estudos Transversais , Notificação de Doenças , Humanos , Pandemias , Vigilância da População/métodos , Sicília
2.
Int J Med Inform ; 160: 104714, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35158153

RESUMO

Histopathology reports are a primary data source for the case definition phase of a Cancer Registry. By reading the histopathology report, the operator that evaluates an oncology case can define the morphology and topography of cancer, and validate the case with the highest diagnosis base. The key problem of the Catania-Messina-Enna Integrated Cancer Registry (RTI) is that these reports are written in natural language and relevant information for cancer evaluation is only a little part of the total annual histopathological reports. In this population-based retrospective cohort study, we try to optimize the working time spent by the RTI operators in seeking and selecting the right information among the histopathology reports in the east Sicily population, by developing a binary classifier on a training set of labeled historical data and validating its outcome by a test set of labeled data created by the operators during the years. Using a machine learning algorithm we built a classification model that evaluates each free text report and returns a score that indicates the probability that it contains oncologic relevant information. The best performing algorithm, among the eight analyzed in this study, was the LightGBM that reached an F1-Score of 98.9%. Using the chosen classifier we shortened the time for case evaluation, improving the timeliness of cancer statistics.


Assuntos
Aprendizado de Máquina , Processamento de Linguagem Natural , Algoritmos , Humanos , Armazenamento e Recuperação da Informação , Estudos Retrospectivos
3.
Cancer Med ; 10(19): 6855-6867, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34533289

RESUMO

BACKGROUND: The number of patients living after a cancer diagnosis is increasing, especially after thyroid cancer (TC). This study aims at evaluating both the risk of a second primary cancer (SPC) in TC patients and the risk of TC as a SPC. METHODS: We analyzed two population-based cohorts of individuals with TC or other neoplasms diagnosed between 1998 and 2012, in 28 Italian areas covered by population-based cancer registries. Standardized incidence ratios (SIRs) of SPC were stratified by sex, age, and time since first cancer. RESULTS: A total of 38,535 TC patients and 1,329,624 patients with other primary cancers were included. The overall SIR was 1.16 (95% CI: 1.12-1.21) for SPC in TC patients, though no increase was shown for people with follicular (1.06) and medullary (0.95) TC. SPC with significantly increased SIRs was bone/soft tissue (2.0), breast (1.2), prostate (1.4), kidney (2.2), and hemolymphopoietic (1.4) cancers. The overall SIR for TC as a SPC was 1.49 (95% CI: 1.42-1.55), similar for all TC subtypes, and it was significantly increased for people diagnosed with head and neck (2.1), colon-rectum (1.4), lung (1.8), melanoma (2.0), bone/soft tissue (2.8), breast (1.3), corpus uteri (1.4), prostate (1.5), kidney (3.2), central nervous system (2.3), and hemolymphopoietic (1.8) cancers. CONCLUSIONS: The increased risk of TC after many other neoplasms and of few SPC after TC questions the best way to follow-up cancer patients, avoiding overdiagnosis and overtreatment for TC and, possibly, for other malignancies.


Assuntos
Segunda Neoplasia Primária/patologia , Neoplasias da Glândula Tireoide/complicações , Estudos de Coortes , Feminino , História do Século XX , História do Século XXI , Humanos , Incidência , Itália , Masculino , Segunda Neoplasia Primária/epidemiologia , Sistema de Registros , Fatores de Risco , Neoplasias da Glândula Tireoide/epidemiologia
4.
J Prev Med Hyg ; 62(4): E934-E942, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35603258

RESUMO

Introduction: Cardiovascular diseases and diabetes are two of the main causes of morbidity and mortality worldwide. In their genesis, an important role is played by some behavioural risk factors that may induce the onset of further risk factors represented by hypertension, prediabetes, overweight and obesity. This study aimed to show the importance of the screening methodology for early detection of these risk conditions in order to reduce the burden of cardiovascular diseases and diabetes complications. Methods: We carried out a screening programme involving a cohort of people aged 45-60 in which risk factors for cardiovascular diseases and diabetes were evaluated. The subjects were then classified into four groups according to the risk conditions. Results: A high percentage (27.0%) of the sample had some alteration in the detected anthropometric and/or clinical-laboratory parameters but were unaware of this condition and, consequently, not under therapeutic treatment. Conclusions: The screening programme allowed the early detection of hypertension and prediabetes or full-blown diabetes conditions in subjects who were unaware they had a pathological condition, and consequently to proceed with adequate investigations and start healthy lifestyles/pharmacological therapies. Overall, the results highlight the need to anticipate these screening campaigns, especially in men, to increase the effectiveness of the prevention programmes.


Assuntos
Doenças Cardiovasculares , Diabetes Mellitus , Hipertensão , Estado Pré-Diabético , Doenças Cardiovasculares/diagnóstico , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/prevenção & controle , Diabetes Mellitus/diagnóstico , Diabetes Mellitus/epidemiologia , Diabetes Mellitus/prevenção & controle , Humanos , Hipertensão/diagnóstico , Hipertensão/epidemiologia , Masculino , Programas de Rastreamento/métodos , Estado Pré-Diabético/complicações , Estado Pré-Diabético/diagnóstico , Fatores de Risco
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