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1.
JAMA Netw Open ; 4(2): e2037356, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-33587138

RESUMO

Importance: Acute viral bronchiolitis is a common and costly pediatric condition for which clinical practice guidelines discourage use of diagnostic tests and therapies. Objective: To evaluate trends over time for use of nonrecommended services for bronchiolitis since publication of the American Academy of Pediatrics clinical practice guideline on bronchiolitis (originally published in October 2006 and updated in November 2014). Design, Setting, and Participants: This cohort study was conducted using interrupted time-series regression analysis adjusting for the hospital providing service, patient demographic characteristics, and payer, with 2014 guideline update publication as the event point. Included patients were children younger than 2 years old discharged from the emergency department (ED) or hospital inpatient setting with a primary diagnosis of bronchiolitis at US Children's Hospitals contributing data to the Pediatric Health Information Systems database. Data were analyzed from June through December 2020. Main Outcomes and Measures: Rates of nonrecommended tests (ie, chest radiography, viral testing, and complete blood cell count) and treatments (ie, bronchodilators, corticosteroids, antibiotics) were measured. Results: Among 602 375 encounters involving children with a primary diagnosis of bronchiolitis, 404 203 encounters (67.1%) were ED discharges and 198 172 encounters (32.9%) were inpatient discharges; 468 226 encounters (77.7%) involved children younger than 12 months, and 356 796 encounters (59.2%) involved boys. In the period after initial guideline publication (ie, November 2006 to November 2014), a negative use trajectory was found in all measures except viral testing in the ED group. Using the 2014 guideline update as the event point, several measures showed decreased use between study time periods. The greatest decrease was in bronchodilator use, which changed by -13.5 percentage points in the ED group (95% CI, -15.2 percentage points to -11.8 percentage points) and -11.3 percentage points in the inpatient group (95% CI, -13.1 percentage points to -9.4 percentage points). In the period after the 2014 guideline update (ie, December 2014 to December 2019), bronchodilators also showed the greatest change in usage trajectory, steepening more than 2-fold in both groups. In the ED group, the negative trajectory steepened from -0.11% monthly (95% CI, -0.13% to -0.09%) in the first guideline period to a new mean monthly slope of -0.26% (95% CI, -0.30% to -0.23%). In the inpatient group, the mean monthly slope steepened from -0.08% (95% CI, -0.10 to -0.05%) to -0.26% (95% CI, 0.30% to -0.22%). Length of stay decreased from 2.0 days (95% CI, 1.9 days to 2.1 days) to 1.7 days (95% CI, 1.7 days to 1.8 days). Hospital admission rate decreased from 18.0% (95% CI, 13.8% to 22.2%) to 17.8% (95% CI, 13.6 to 22.1%). Conclusions and Relevance: This cohort study with interrupted time-series analysis found that use of most nonrecommended bronchiolitis services decreased continuously after 2006. The rate of decline in bronchodilator use increased more than 2-fold after the 2014 guideline update. These findings support potential associations of practice guidelines with improved bronchiolitis care.


Assuntos
Bronquiolite Viral/diagnóstico , Bronquiolite Viral/terapia , Fidelidade a Diretrizes , Hospitalização/tendências , Guias de Prática Clínica como Assunto , Padrões de Prática Médica/tendências , Corticosteroides/uso terapêutico , Antibacterianos/uso terapêutico , Contagem de Células Sanguíneas/tendências , Broncodilatadores/uso terapêutico , Estudos de Coortes , Serviço Hospitalar de Emergência , Feminino , Humanos , Lactente , Análise de Séries Temporais Interrompida , Masculino , Técnicas Microbiológicas/tendências , Pediatria/normas , Radiografia Torácica/tendências , Estudos Retrospectivos , Sociedades Médicas , Estados Unidos , Virologia/tendências
3.
Lancet Respir Med ; 8(11): 1144-1153, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32109428

RESUMO

Over the past decade, there has been a groundswell of research interest in computer-based methods for objectively quantifying fibrotic lung disease on high resolution CT of the chest. In the past 5 years, the arrival of deep learning-based image analysis has created exciting new opportunities for enhancing the understanding of, and the ability to interpret, fibrotic lung disease on CT. Specific unsolved problems for which computer-based imaging analysis might provide solutions include the development of reliable methods for assisting with diagnosis, detecting early disease, and predicting disease behaviour using baseline imaging data. However, to harness this technology, technical and societal challenges must be overcome. Large CT datasets will be needed to power the training of deep learning algorithms. Open science research and collaboration between academia and industry must be encouraged. Prospective clinical utility studies will be needed to test computer algorithm performance in real-world clinical settings and demonstrate patient benefit over current best practice. Finally, ethical standards, which ensure patient confidentiality and mitigate against biases in training datasets, that can be encoded in machine-learning systems will be needed as well as bespoke data governance and accountability frameworks to encourage buy-in from health-care professionals, patients, and the public.


Assuntos
Aprendizado Profundo/tendências , Interpretação de Imagem Assistida por Computador , Fibrose Pulmonar/diagnóstico por imagem , Radiografia Torácica/tendências , Tomografia Computadorizada por Raios X/métodos , Estudos de Coortes , Bases de Dados Factuais , Feminino , Previsões , Humanos , Aprendizado de Máquina , Masculino , Fibrose Pulmonar/patologia , Radiografia Torácica/métodos , Estudos Retrospectivos
4.
Pediatrics ; 145(3)2020 03.
Artigo em Inglês | MEDLINE | ID: mdl-32079719

RESUMO

BACKGROUND AND OBJECTIVES: National guidelines recommend against routine use of chest radiography (CXR) for community-acquired pneumonia (CAP) diagnosis in the pediatric emergency department (ED). Given that CXR is often used to exclude the diagnosis of CAP, a reduction in CXR use may result in overdiagnosis of CAP. We sought to evaluate trends in CXR use and assess the association between CXR performance and CAP diagnosis among children discharged from pediatric EDs. METHODS: Children 3 months to 18 years of age discharged from 30 US EDs with (1) CAP or (2) fever or respiratory illness between 2008 and 2018 were included. Temporal trends in CXR use and rates of CAP diagnoses among patients with fever or respiratory illness were assessed. Correlation between hospital-level CXR use and CAP diagnosis rates were evaluated by using Spearman's correlation weighted by hospital volume. RESULTS: CXR usage decreased from 86.6% to 80.4% (P < .001) for patients with CAP and from 30.4% to 18.6% (P < .001) for children with fever or respiratory illness over the 10-year study period. CAP diagnosis rates also declined from 7.8% to 5.9% (P < .001). Hospital-level CXR use was correlated with pneumonia diagnosis rates (correlation coefficient 0.58; P < .001). CONCLUSIONS: Over the past decade, there has been a decline in CXR use in the ED among children with pneumonia and respiratory illnesses, with a decrease in pneumonia diagnoses over the same time period. Future studies are needed to assess the role of CXR in the evaluation of children with possible pneumonia in the ED setting.


Assuntos
Infecções Comunitárias Adquiridas/diagnóstico , Serviço Hospitalar de Emergência , Pneumonia/diagnóstico , Radiografia Torácica/tendências , Adolescente , Criança , Pré-Escolar , Estudos de Coortes , Estudos Transversais , Feminino , Febre/epidemiologia , Humanos , Lactente , Análise de Séries Temporais Interrompida , Masculino , Radiografia Torácica/estatística & dados numéricos , Estudos Retrospectivos , Estados Unidos/epidemiologia
5.
Eur J Clin Microbiol Infect Dis ; 39(7): 1329-1337, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-32076881

RESUMO

Screening for latent tuberculosis infection (LTBI) is indicated before immunosuppressive therapies but is complicated by lack of a gold standard and limited by, e.g., immunosuppression. This study aimed to investigate a series of patients diagnosed with LTBI during screening before immunosuppressive therapy, describing how the use of diagnostic tests and treatment evolved over time. This retrospective cohort study included all individuals diagnosed with LTBI during screening before intended immunosuppressive therapy in a tertiary care hospital between January 2000 and December 2017. Evidence for LTBI, including history, tuberculin skin test (TST), QuantiFERON (QFT) result and suggestive lesions on chest radiography (CXR), and CT scan if available, was analyzed. The study included 295 individuals with LTBI, with median follow-up of 3.8 years (IQR 1.7-7.4 years). During screening, TST, QFT, and CXR were positive in 80.8%, 53.4%, and 22.7%, respectively. Chest CT revealed lesions associated with past tuberculosis infection in around 70%, significantly more frequent than CXR. In patients diagnosed with LTBI, we observed that the use of TST declined over time whereas the use of QFT increased, and that isoniazid was replaced with rifampicin as preferential treatment. Preventive treatment was started in 82.3%, of whom 88.6% completed treatment. During follow-up, no individuals developed active tuberculosis. The diagnosis of LTBI was based on history, TST, QFT, and/or CXR in nearly every possible combination, but mostly on TST and QFT. The most striking trends were the decreased use of TST, increased use of QFT, and the replacement of isoniazid with rifampicin for treatment.


Assuntos
Antituberculosos/uso terapêutico , Tuberculose Latente/diagnóstico , Tuberculose Latente/tratamento farmacológico , Centros de Atenção Terciária , Adulto , Idoso , Feminino , Seguimentos , Humanos , Testes de Liberação de Interferon-gama/tendências , Isoniazida/uso terapêutico , Tuberculose Latente/patologia , Masculino , Pessoa de Meia-Idade , Radiografia Torácica/métodos , Radiografia Torácica/tendências , Estudos Retrospectivos , Rifampina/uso terapêutico , Teste Tuberculínico/tendências
7.
Spine Deform ; 7(6): 857-864, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31731994

RESUMO

STUDY DESIGN: Retrospective case series. OBJECTIVES: To develop normative data of pulmonary function tests (PFTs) and radiographic measures of chest development in normal children and to determine if the prior proposed T1-T12 height of 22 cm for spinal fusion in a growing child is adequate for pulmonary function based on normative PFT values at skeletal maturity. SUMMARY OF BACKGROUND DATA: Shortening of the spine from T1-T12 is a concern with early thoracic fusion for spinal deformity, as it has a deleterious effect on the development of the pulmonary system. METHODS: Children with mild asthma who had pulmonary function tests (PFTs) >90% and without chest or spinal deformity were identified. PFT data included absolute forced vital capacity (FVC), %-predicted FVC, absolute forced expiratory volume in one second (FEV1), %-predicted FEV1, and FEV1/FVC. Radiographic measurements performed on chest radiographs included T1-T12 height, coronal chest width (CCW), and space available for the lung (SAL) bilaterally. These data were analyzed for all patients and for patients with T1-T12 heights 22-24 cm. To assess the impact of T1-T12 shortening on PFTs at skeletal maturity, spirometric standards for healthy adult lifetime nonsmokers were used. RESULTS: Of 1,797 PFT studies, 149 children (average age 12.4 ± 3.0 years; girls, 97) were analyzed. For the entire cohort, PFT values were as follows: FVC 3.0 ± 0.9 L, %-predicted FVC 103.9% ± 10.6%, absolute FEV1 2.7 ± 0.9 L, %-predicted FEV1 106.9% ± 11.1%, and FEV1/FVC 90.7% ± 2.6%. The averages for T1-T12 height was 25.6 ± 3.8 cm, CCW 25.5 ± 3.4 cm, and SAL bilaterally 19.0 ± 3.5 cm. For the 21 patients (girls 11; average age 9.7 ± 1.4 years) with T1-T12 heights 22-24 cm, absolute FVC was 2.2 ± 0.3 L, %-predicted FVC was 104.0% ± 13.0%, absolute FEV1 was 2.0 ± 0.3 L, %-predicted FEV1 was 108.2% ± 15.0%, and FEV1/FVC was 91.0% ± 2.7%. If these kids with 22-24 cm T1-T12 heights maintained the same thoracic height, they were calculated to have %-predicted FVC of 44% (girl) and 42% (boy) and %-predicted FEV1 of 42% (girl) and 43% (boy) at skeletal maturity (15 years old). CONCLUSIONS: Percent-predicted FEV1 and FVC values for normal children with a T1-T12 height of 22 cm at skeletal maturity were <50%. Though this analysis does not take into consideration radial expansion of the chest or children with scoliosis (idiopathic, congenital, neuromuscular), these values are concerning and may not be adequate to guarantee that children with early-onset scoliosis who are fused with T1-T12 heights of 22 cm will have an asymptomatic pulmonary status in adulthood. LEVEL OF EVIDENCE: Level IV.


Assuntos
Crescimento e Desenvolvimento/fisiologia , Radiografia Torácica/estatística & dados numéricos , Testes de Função Respiratória/estatística & dados numéricos , Escoliose/diagnóstico por imagem , Adolescente , Determinação da Idade pelo Esqueleto/estatística & dados numéricos , Criança , Feminino , Volume Expiratório Forçado/fisiologia , Humanos , Masculino , Radiografia Torácica/tendências , Testes de Função Respiratória/tendências , Estudos Retrospectivos , Escoliose/epidemiologia , Escoliose/fisiopatologia , Escoliose/cirurgia , Fusão Vertebral/métodos , Fusão Vertebral/estatística & dados numéricos , Coluna Vertebral/diagnóstico por imagem , Coluna Vertebral/crescimento & desenvolvimento , Parede Torácica/diagnóstico por imagem , Parede Torácica/crescimento & desenvolvimento , Capacidade Vital/fisiologia
8.
Radiol Med ; 124(8): 745-752, 2019 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-31004322

RESUMO

AIM: To provide an overview on dose reduction and image quality after the installation of a third-generation dual-source CT (dsCT) in a Pediatric Radiology Department. MATERIALS AND METHODS: We included pediatric patients (< 20 years old) undergoing CT for oncological staging (neck, chest and abdomen) or low-dose chest CT for lung diseases. Each of these two groups were further divided in two age groups (≤ or > 10 years old) including patients scanned in the same period of two consecutive years, in 2017 with a 16-row LightSpeed CT (GE Healthcare) or in 2018 with a Somatom Force dsCT (Siemens Healthineers). Technical parameters such as kVp, mAs, slice thickness, exposure times and dose indicators were retrieved and compared. Image quality was evaluated in consensus by two radiologists on a five-point semiquantitative scale. Nonparametric tests were used. RESULTS: In oncological patients, significantly lower kVp and tube current with better image quality were achieved with the dsCT. Radiation dose (total DLP) was 5-6 times lower with dsCT, thanks also to virtual non-contrast images. In low-dose chest CT, the frequent use of tin filter required higher tube current; a total DLP 3 times lower was achieved with dsCT in patients ≤ 10 years old. The image quality was better with the dsCT in low-dose chest CT protocols. CONCLUSION: The third-generation dsCT provides high-quality images with reduced motion artifacts at lower dose.


Assuntos
Pneumopatias/diagnóstico por imagem , Tomografia Computadorizada Multidetectores/normas , Tomografia Computadorizada Multidetectores/tendências , Neoplasias/diagnóstico por imagem , Doses de Radiação , Imagem Radiográfica a Partir de Emissão de Duplo Fóton/métodos , Adolescente , Fatores Etários , Artefatos , Criança , Feminino , Humanos , Masculino , Tomografia Computadorizada Multidetectores/instrumentação , Movimentos dos Órgãos , Imagem Radiográfica a Partir de Emissão de Duplo Fóton/instrumentação , Radiografia Torácica/normas , Radiografia Torácica/tendências , Adulto Jovem
9.
Clin Radiol ; 74(5): 338-345, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30704666

RESUMO

Due to recent advances in artificial intelligence, there is renewed interest in automating interpretation of imaging tests. Chest radiographs are particularly interesting due to many factors: relatively inexpensive equipment, importance to public health, commonly performed throughout the world, and deceptively complex taking years to master. This article presents a brief introduction to artificial intelligence, reviews the progress to date in chest radiograph interpretation, and provides a snapshot of the available datasets and algorithms available to chest radiograph researchers. Finally, the limitations of artificial intelligence with respect to interpretation of imaging studies are discussed.


Assuntos
Inteligência Artificial/tendências , Radiografia Torácica/tendências , Algoritmos , Diagnóstico por Computador/tendências , Previsões , Humanos , Pneumopatias/diagnóstico por imagem , Aprendizado de Máquina/tendências , Radiografia Torácica/métodos , Tuberculose Pulmonar/diagnóstico por imagem
10.
Rofo ; 190(12): 1131-1140, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30308691

RESUMO

PURPOSE: To analyze possible influencing factors on radiation exposure in pediatric chest CT using different approaches for radiation dose optimization and to determine major indicators for dose development. MATERIALS AND METHODS: In this retrospective study at a clinic with maximum care facilities including pediatric radiology, 1695 chest CT examinations in 768 patients (median age: 10 years; range: 2 days to 17.9 years) were analyzed. Volume CT dose indices, effective dose, size-specific dose estimate, automatic dose modulation (AEC), and high-pitch protocols (pitch ≥ 3.0) were evaluated by univariate analysis. The image quality of low-dose examinations was compared to higher dose protocols by non-inferiority testing. RESULTS: Median dose-specific values annually decreased by an average of 12 %. High-pitch mode (n = 414) resulted in lower dose parameters (p < 0.001). In unenhanced CT, AEC delivered higher dose values compared to scans with fixed parameters (p < 0.001). In contrast-enhanced CT, the use of AEC yielded a significantly lower radiation dose only in patients older than 16 years (p = 0.04). In the age group 6 to 15 years, the values were higher (p < 0.001). The diagnostic image quality of low-dose scans was non-inferior to high-dose scans (2.18 vs. 2.14). CONCLUSION: Radiation dose of chest CT was reduced without loss of image quality in the last decade. High-pitch scanning was an independent factor in this context. Dose reduction by AEC was limited and only relevant for patients over 16 years. KEY POINTS: · The radiation dose of pediatric chest CT was reduced in the last decade.. · High-pitch scanning is an independent factor of dose optimization.. · Dose reduction by AEC is limited and only relevant for older children.. CITATION FORMAT: · Esser M, Hess S, Teufel M et al. Radiation Dose Optimization in Pediatric Chest CT: Major Indicators of Dose Exposure in 1695 CT Scans over Seven Years. Fortschr Röntgenstr 2018; 190: 1131 - 1140.


Assuntos
Doses de Radiação , Exposição à Radiação/estatística & dados numéricos , Radiografia Torácica/métodos , Tomografia Computadorizada por Raios X/métodos , Adolescente , Fatores Etários , Criança , Pré-Escolar , Tomografia Computadorizada de Feixe Cônico/instrumentação , Tomografia Computadorizada de Feixe Cônico/métodos , Tomografia Computadorizada de Feixe Cônico/tendências , Meios de Contraste/administração & dosagem , Desenho de Equipamento , Feminino , Alemanha , Humanos , Aumento da Imagem/instrumentação , Aumento da Imagem/métodos , Lactente , Recém-Nascido , Iohexol/administração & dosagem , Iohexol/análogos & derivados , Iopamidol/administração & dosagem , Iopamidol/análogos & derivados , Masculino , Tomografia Computadorizada Multidetectores/instrumentação , Tomografia Computadorizada Multidetectores/métodos , Tomografia Computadorizada Multidetectores/tendências , Radiografia Torácica/instrumentação , Radiografia Torácica/tendências , Estudos Retrospectivos , Tomografia Computadorizada por Raios X/instrumentação , Tomografia Computadorizada por Raios X/tendências
11.
Pediatrics ; 142(2)2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29997170

RESUMO

OBJECTIVES: Implementation of an asthma clinical practice guideline did not achieve desired chest radiograph (CXR) usage goals. We attempt to use quality improvement methodology to decrease the percentage of CXRs obtained for pediatric patients with acute asthma exacerbations from 29.3% to <20% and to evaluate whether decreases in CXR use are associated with decreased antibiotic use. METHODS: We included all children ≥2 years old at our children's hospital with primary billing codes for asthma from May 2013 to April 2017. A multidisciplinary team tested targeted interventions on the basis of 3 key drivers aimed at reducing CXRs. We used statistical process control charts to study measures. The primary measure was the percentage of patients with an acute asthma exacerbation who were undergoing a CXR. The secondary measure was percentage of patients receiving systemic antibiotics. Balancing measures were all-cause, 3-day return emergency department visits and the percentage of pneumonia and/or asthma codiagnosis encounters. RESULTS: We included 6680 consecutive patients with 1539 CXRs. Implementation of an asthma clinical practice guideline was associated with decreased CXR use from 29.3% to 23.0%. Targeted interventions were associated with further reduction to 16.0%. For subset analyses, CXR use decreased from 21.3% to 12.5% for treat-and-release patients and from 53.5% to 31.1% for admitted patients. Antibiotic use varied slightly without temporal association with interventions or CXR reduction. There were no adverse changes in balancing measures. CONCLUSIONS: Quality improvement methodology and targeted interventions are associated with a sustained reduction in CXR use in pediatric patients with acute asthma exacerbations. Reduction of CXRs is not associated with decreased antibiotic use.


Assuntos
Asma/diagnóstico por imagem , Melhoria de Qualidade/normas , Radiografia Torácica/normas , Asma/epidemiologia , Criança , Feminino , Hospitais Pediátricos/normas , Hospitais Pediátricos/tendências , Humanos , Masculino , Melhoria de Qualidade/tendências , Radiografia Torácica/tendências
12.
Thorax ; 73(12): 1128-1136, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-29950525

RESUMO

BACKGROUND: Lung cancer outcomes in the UK are worse than in many other developed nations. Symptom awareness campaigns aim to diagnose patients at an earlier stage to improve cancer outcomes. METHODS: An early diagnosis campaign for lung cancer commenced in Leeds, UK in 2011 comprising public and primary-care facing components. Rates of community referral for chest X-ray and lung cancer stage (TNM seventh edition) at presentation were collected from 2008 to 2015. Linear trends were assessed by χ2 test for trend in proportions. Headline figures are presented for the 3 years pre-campaign (2008-2010) and the three most recent years for which data are available during the campaign (2013-2015). FINDINGS: Community-ordered chest X-ray rates per year increased from 18 909 in 2008-2010 to 34 194 in 2013-2015 (80.8% increase). A significant stage shift towards earlier stage lung cancer was seen (χ2(1)=32.2, p<0.0001). There was an 8.8 percentage point increase in the proportion of patients diagnosed with stage I/II lung cancer (26.5% pre-campaign vs 35.3% during campaign) and a 9.3% reduction in the absolute number of patients diagnosed with stage III/IV disease (1254 pre-campaign vs 1137 during campaign). INTERPRETATION: This is the largest described lung cancer stage-shift in association with a symptom awareness campaign. A causal link between the campaign and stage-shift cannot be proven but appears plausible. Limitations of the analysis include a lack of contemporary control population.


Assuntos
Detecção Precoce de Câncer/tendências , Medicina Geral/educação , Educação em Saúde , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/patologia , Neoplasias Abdominais , Idoso , Idoso de 80 Anos ou mais , Autoavaliação Diagnóstica , Feminino , Conhecimentos, Atitudes e Prática em Saúde , Humanos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Atenção Primária à Saúde , Radiografia Torácica/tendências , Avaliação de Sintomas , Reino Unido
13.
J Biomed Inform ; 77: 11-20, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29175548

RESUMO

We proposed an unsupervised hybrid method - Intelligent Word Embedding (IWE) that combines neural embedding method with a semantic dictionary mapping technique for creating a dense vector representation of unstructured radiology reports. We applied IWE to generate embedding of chest CT radiology reports from two healthcare organizations and utilized the vector representations to semi-automate report categorization based on clinically relevant categorization related to the diagnosis of pulmonary embolism (PE). We benchmark the performance against a state-of-the-art rule-based tool, PeFinder and out-of-the-box word2vec. On the Stanford test set, the IWE model achieved average F1 score 0.97, whereas the PeFinder scored 0.9 and the original word2vec scored 0.94. On UPMC dataset, the IWE model's average F1 score was 0.94, when the PeFinder scored 0.92 and word2vec scored 0.85. The IWE model had lowest generalization error with highest F1 scores. Of particular interest, the IWE model (trained on the Stanford dataset) outperformed PeFinder on the UPMC dataset which was used originally to tailor the PeFinder model.


Assuntos
Aprendizado de Máquina , Interpretação de Imagem Radiográfica Assistida por Computador , Radiografia Torácica/métodos , Humanos , Processamento de Linguagem Natural , Redes Neurais de Computação , Valor Preditivo dos Testes , Embolia Pulmonar , Radiografia Torácica/tendências , Semântica , Tomografia Computadorizada por Raios X
14.
Cardiovasc Ultrasound ; 15(1): 23, 2017 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-28903756

RESUMO

BACKGROUND: Lung ultrasound can be used as an alternative to chest radiography (CXR) for the diagnosis and follow-up of various lung diseases in the intensive care unit (ICU). Our aim was to evaluate the influence that introducing a routine daily use of lung ultrasound in critically ill patients may have on the number of CXRs and as a consequence, on medical costs and radiation exposure. METHODS: Data were collected by conducting a retrospective evaluation of the medical records of adult patients who needed thoracic imaging and were admitted to our academic polyvalent ICU. We compared the number of CXRs and relative costs before and after the introduction of lung ultrasound in our ICU. RESULTS: A total of 4134 medical records were collected from January 2010 to December 2014. We divided our population into two groups, before (Group A, 1869 patients) and after (Group B, 2265 patients) the introduction of a routine use of LUS in July 2012. Group A performed a higher number of CXRs compared to Group B (1810 vs 961, P = 0.012), at an average of 0.97 vs 0.42 exams per patient. The estimated reduction of costs between Groups A and B obtained after the introduction of LUS, was 57%. No statistically significant difference between the outcome parameters of the two groups was observed. CONCLUSIONS: Lung ultrasound was effective in reducing the number of CXRs and relative medical costs and radiation exposure in ICU, without affecting patient outcome.


Assuntos
Estado Terminal , Unidades de Terapia Intensiva/estatística & dados numéricos , Pulmão/diagnóstico por imagem , Testes Imediatos/estatística & dados numéricos , Radiografia Torácica/tendências , Ultrassonografia/estatística & dados numéricos , Feminino , Seguimentos , Humanos , Itália , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
17.
Rev Pneumol Clin ; 73(1): 3-12, 2017 Feb.
Artigo em Francês | MEDLINE | ID: mdl-27956084

RESUMO

Technological improvements, with iterative reconstruction at the foreground, have lowered the radiation dose of a chest CT close to that of a PA and lateral chest x-ray. This ultra-low dose chest CT (ULD-CT) has an image quality that is degraded on purpose, yet remains diagnostic in many clinical indications. Thus, its effectiveness is already validated for the detection and the monitoring of solid parenchymal nodules, for the diagnosis and monitoring of infectious lung diseases and for the screening of pleural lesions secondary to asbestos exposure. Its limitations are the analysis of the mediastinal structures, the severe obesity (BMI>35) and the detection of interstitial lesions. If it can replace the standard chest CT in these indications, all the more in situations where radiation dose is a major problem (young patients, repeated exams, screening), it progressively emerges as a first line alternative for chest radiograph, providing more data at a similar radiation cost.


Assuntos
Pneumopatias/diagnóstico , Programas de Rastreamento/tendências , Radiografia Torácica/tendências , Tomografia Computadorizada por Raios X/tendências , Humanos , Programas de Rastreamento/métodos , Doses de Radiação , Radiografia Torácica/métodos , Radiografia Torácica/estatística & dados numéricos , Tomografia Computadorizada por Raios X/métodos , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Raios X
18.
BJU Int ; 120(4): 490-496, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-27684653

RESUMO

OBJECTIVES: To provide objective criteria for preoperative staging chest computed tomography (CT) in patients diagnosed with renal cell carcinoma (RCC) because, in the absence of established indications, the decision for preoperative chest CT remains subjective. PATIENTS AND METHODS: A total of 1 946 patients undergoing surgical treatment of RCC, whose data were collected in a prospective institutional database, were assessed. The outcome of the study was presence of pulmonary metastases at staging chest CT. A multivariable logistic regression model predicting positive chest CT was fitted. Predictors consisted of preoperative clinical tumour (cT) and nodal (cN) stage, presence of systemic symptoms and platelet count (PLT)/haemoglobin (Hb) ratio. RESULTS: The rate of positive chest CT was 6% (n = 119). At multivariable logistic regression, ≥cT1b, cN1, systemic symptoms and Hb/PLT ratio were all associated with higher risk of positive chest CT (all P < 0.001). After 2000-sample bootstrap validation, the concordance index was found to be 0.88. At decision-curve analysis, the net benefit of the proposed strategy was superior to the select-all and select-none strategies. Accordingly, if chest CT had been performed when the risk of a positive result was >1%, a negative chest CT would have been spared in 37% of the population and a positive chest CT would have been missed in 0.2% of the population only. CONCLUSIONS: The proposed strategy estimates the risk of positive chest CT at RCC staging with optimum accuracy and the results were statistically and clinically relevant. The findings of the present study support a recommendation for chest CT in patients with ≥cT1b, cN1, systemic symptoms or anaemia and thrombocythemia. Conversely, in patients with cT1a, cN0 without systemic symptoms, anaemia and thrombocythemia, chest CT could be omitted.


Assuntos
Carcinoma de Células Renais/patologia , Carcinoma de Células Renais/cirurgia , Tomada de Decisão Clínica , Neoplasias Renais/patologia , Neoplasias Renais/cirurgia , Tomografia Computadorizada por Raios X/normas , Fatores Etários , Idoso , Carcinoma de Células Renais/diagnóstico por imagem , China , Estudos de Coortes , Bases de Dados Factuais , Feminino , Humanos , Neoplasias Renais/diagnóstico por imagem , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Invasividade Neoplásica/patologia , Estadiamento de Neoplasias , Valor Preditivo dos Testes , Cuidados Pré-Operatórios/métodos , Prognóstico , Radiografia Torácica/normas , Radiografia Torácica/tendências , Estudos Retrospectivos , Medição de Risco , Fatores Sexuais , Tomografia Computadorizada por Raios X/tendências
19.
Int J Cardiovasc Imaging ; 33(2): 251-257, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-27677761

RESUMO

Coronary artery calcification (CAC) is a known risk factor for adverse outcomes in the general population and in patients with coronary artery disease. We performed a survey of United States radiologists to evaluate the trends in reporting the presence or absence of CAC on NCCT examinations. An 11 multiple-choice questionnaire was distributed to members of the American College of Radiology, and 530 members participated in the study. Eighty-seven percent of the analyzed group report the presence of CAC on standard CT scans of the chest, and approximately half them (52 %) use a qualitative modifier. Only 32 % of cardiac imagers were aware of the published data correlating qualitative and quantitative calcium scores on non-gated chest CT examinations compared to 17 % of non-cardiac imagers. We believe that subjective or objective grading of coronary calcified plaque burden on standard chest CT exams is warranted as it may not only help risk-stratify patients, but also may eliminate the need for dedicated CACS in many patients and may be useful in treatment guidance.


Assuntos
Doença da Artéria Coronariana/diagnóstico por imagem , Vasos Coronários/diagnóstico por imagem , Achados Incidentais , Padrões de Prática Médica/tendências , Radiografia Torácica/tendências , Radiologistas/tendências , Tomografia Computadorizada por Raios X/tendências , Calcificação Vascular/diagnóstico por imagem , Pesquisas sobre Atenção à Saúde , Humanos , Valor Preditivo dos Testes , Prognóstico , Radiografia Torácica/métodos , Índice de Gravidade de Doença , Estados Unidos
20.
Rev. esp. investig. quir ; 20(1): 7-9, 2017. ilus
Artigo em Espanhol | IBECS | ID: ibc-161610

RESUMO

Las hernias diafragmáticas traumáticas comúnmente ocurren posteriores a trauma penetrante o cerrado. Debido a las lesiones coexistentes y a la naturaleza silenciosa de las lesiones diafragmáticas, el diagnóstico fácilmente se omite. Presentamos el caso de un paciente con hallazgo casual durante el estudio de un episodio de pancreatitis aguda, de una hernia diafragmática bilateral, contando con el antecedente de accidente de tráfico hace 10 años, no evidenciándose en las pruebas de imagen del pasado defectos diafragmáticos


Traumatic diaphragmatic hernias commonly occur after blunt and penetrating trauma. Due to coexisting injuries and the silent nature of the diaphragmatic injuries, the diagnosis is easily missed. We report a patient with incidental finding during the study of an episode of acute pancreatitis, he showed a bilateral diaphragmatic hernia, with a history of traffic accident 10 years ago, not evidenced in imaging tests last diaphragmatic defects


Assuntos
Humanos , Masculino , Idoso de 80 Anos ou mais , Hérnia Diafragmática Traumática/complicações , Hérnia Diafragmática Traumática/cirurgia , Hérnia Diafragmática Traumática , Achados Incidentais , Radiografia Torácica/tendências , Pancreatite/complicações , Pancreatite/cirurgia , Pancreatite , Diafragma/anormalidades , Diafragma/lesões , Diafragma , Tempo de Internação/tendências
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