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1.
Clin Radiol ; 79(2): e317-e324, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38065775

RESUMO

AIM: To compare chest radiography (CXR) findings in human immunodeficiency virus (HIV)-positive and HIV-negative children who had microbiologically confirmed pulmonary tuberculosis (PTB). MATERIALS AND METHODS: Retrospective analysis of CXRs from children with known HIV status and microbiologically confirmed PTB (culture or GeneXpert Xpert MTB/RIF positive), who were hospitalised or seen at a primary healthcare centre over a 5-year period. Radiological findings were compared according to HIV and nutritional status. RESULTS: CXRs of 130 children were analysed from 35 (27%) HIV- positive and 95 (73%) HIV-negative children with confirmed PTB, median age 45.7 months (interquartile range [IQR] 18-81.3 months). CXR changes consistent with PTB were reported in 21/35 (60%) of HIV-positive and 59/95 (62%) of HIV-negative patients, (p=0.81). Normal CXR was identified in 3/35 (8.6%) of HIV-positive and 5/95 (5.3%) of HIV-negative patients (p=0.81). Airway compression was present in 3/35 (8.6%) of HIV-positive and 7/95 (7.4%) of HIV-negative patients (p>0.99). Overall, lymphadenopathy was identified in 42/130 (32.3%) of patients, 11/35 (31.4 %) were HIV-positive compared with 31/95 (32.6%) HIV-negative patients. Airspace consolidation was present in 60% of both HIV-positive (21/35) and HIV-negative patients (57/95). Pleural effusion was present in 2/35 (5.7 %) of HIV-negative and 9/95 (9.5 %) of HIV-negative patients. There were no statistically significant radiological differences by HIV group. CONCLUSION: There were no significant differences in the CXR findings between the HIV-positive and HIV-negative children with confirmed PTB.


Assuntos
Infecções por HIV , Tuberculose Pulmonar , Criança , Humanos , Lactente , Pré-Escolar , Estudos Retrospectivos , Escarro , Tuberculose Pulmonar/complicações , Tuberculose Pulmonar/diagnóstico por imagem , Infecções por HIV/complicações , Infecções por HIV/diagnóstico por imagem , HIV
2.
Pediatr Radiol ; 54(3): 425-429, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-37212919

RESUMO

PURPOSE: In this study, we aimed to report the feasibility and quality of fast (unenhanced < 10-min duration) magnetic resonance imaging (MRI) for the detection of lymphadenopathy in non-sedated children with suspected tuberculosis (TB). MATERIAL AND METHODS: This was a prospective study that involved children (< 13 years of age) hospitalised at Red Cross Children's Hospital with suspected pulmonary TB who were referred for a fast MRI of the chest. The limited short-duration MRI protocol included coronal short tau inversion recovery (STIR) and axial diffusion-weighted imaging (DWI) sequences with additional axial STIR and axial and coronal T2 sequences if the patient was compliant. The scan time was capped at 10 min and a study was considered successfully completed when DWI and STIR images were obtained in axial planes. MRI quality was recorded as 'acceptable quality'; 'poor quality, but readable'; and 'non-diagnostic'. RESULTS: Of the 192 fast MRI protocol scans, 166 (86%) were successfully completed within the 10-min allotted scan period. There was no age or sex difference between successful and unsuccessful studies. The mean duration of successful scans was 6.5 min (standard deviation = 1.5 min, range = 4-10 min). CONCLUSION: Fast (sub-10-min scan) MRI is feasible for diagnosis of lymphadenopathy in non-sedated children in the setting of suspected TB, including those below 6 years of age.


Assuntos
Linfadenopatia , Tuberculose Pulmonar , Criança , Humanos , Masculino , Feminino , Estudos Prospectivos , Imageamento por Ressonância Magnética/métodos , Imagem de Difusão por Ressonância Magnética/métodos , Tuberculose Pulmonar/diagnóstico por imagem
3.
Clin Imaging ; 105: 110024, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37989019

RESUMO

BACKGROUND: Chest radiographs (CXR) for tuberculosis (TB) screening in children are valuable in high-burden settings. However, less certain in low prevalence contexts. In the United States, positive PPD is sufficient to treat for "latent" TB, or TB infection in asymptomatic patients. OBJECTIVE: We sought to determine frequency of abnormal CXR findings after a positive purified protein derivative (PPD) test at a tertiary pediatric center in the United States. METHOD: A retrospective evaluation was conducted of patients (0-18 years) with a CXR after a positive PPD (e.g., known exposure, employment, migratory requirements or before immunosuppression) between 2011 and 2021. Clinical information, demographics, and reason for PPD were recorded from health record. CXRs were evaluated using initial report and by a pediatric radiologist with special interest in TB and 8 years of experience. RESULT: Of 485 patients, median [interquartile range (IQR)] age 8.5[3.3-14.4], abnormal CXRs were described in 5 (1%). Most common reasons for PPD included: close contact with someone with TB or with high risk for TB. Most patients 373 (76.9%) received treatment for latent TB, and 111 (22.9%) no treatment. One patient (0.2%) received treatment for active disease. Radiographic findings included isolated lymphadenopathy (n = 2), consolidation (n = 1), pleural fluid/thickening (n = 1) and a patient with lymphadenopathy and a calcified nodule (n = 1). CONCLUSION: In our experience, prevalence of chest radiographs findings for patients with positive PPD was very low. Moreover, no cases of severe disease were seen and those with abnormal findings would not merit treatment change under current WHO guidelines.


Assuntos
Linfadenopatia , Tuberculose Pulmonar , Tuberculose , Criança , Humanos , Adolescente , Estados Unidos/epidemiologia , Tuberculose Pulmonar/diagnóstico por imagem , Tuberculose Pulmonar/epidemiologia , Tuberculina , Teste Tuberculínico , Estudos Retrospectivos , Tuberculose/diagnóstico por imagem , Tuberculose/epidemiologia
6.
Int J Mycobacteriol ; 12(3): 282-288, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37721233

RESUMO

Background: Making a preliminary diagnosis using X-ray methods for the study of resistant and resistant tuberculosis (TB) will help to make a preliminary diagnosis and determine further tactics for the treatment of TB, even with limited resources for microbiological diagnosis of drug resistance of TB. The present study was aimed at identifying chest X-ray differences between susceptible and resistant TB. Methods: A prospective cohort study of data from all consecutive patients with culture-confirmed pulmonary TB admitted during the year to the Kharkiv TB Dispensary No. 1 in Kharkiv, Ukraine. Results: One hundred and sixty-eight patients with lung TB were examined. Patients were divided into two groups: 1st patients with pulmonary TB with resistance of Mycobacterium tuberculosis (MTB) to at least isoniazid and rifampicin (resistant TB) and 2nd pulmonary TB with preserved susceptibility of MTB to anti-TB drugs (susceptible-TB). Patients of 1st group often had lesions in two lobes of the lungs 31.1% and one lung 43.3% versus 15.4% and 2.6% of patients with susceptible TB (P < 0.001). In addition, more than 3 cavities in the lungs 45.5% were significantly more often observed in patients with resistant TB versus 7.9%-the 2nd group (P < 0.001). Smaller cavities were observed in patients with susceptible TB up to 1.99 cm 74% versus 35.2% in 1st group (P < 0.001). We did not observe any significant radiological features depending on the right or left lung, as well as the lobar localization of the TB process. Conclusions: For resistant forms of TB, radiologically, a more widespread TB process in the lungs with the presence of a larger number of cavities and their larger size against a background of a more pronounced clinical picture and mycobacterium excretion than with susceptible TB is characteristic.


Assuntos
Mycobacterium tuberculosis , Tuberculose Resistente a Múltiplos Medicamentos , Tuberculose Pulmonar , Humanos , Estudos Prospectivos , Raios X , Tuberculose Resistente a Múltiplos Medicamentos/diagnóstico por imagem , Tuberculose Resistente a Múltiplos Medicamentos/tratamento farmacológico , Antituberculosos/farmacologia , Antituberculosos/uso terapêutico , Pulmão/diagnóstico por imagem , Tuberculose Pulmonar/diagnóstico por imagem , Tuberculose Pulmonar/tratamento farmacológico , Testes de Sensibilidade Microbiana
7.
Pediatr Radiol ; 53(9): 1765-1772, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37423915

RESUMO

BACKGROUND: The diagnosis of childhood tuberculosis (TB) is, in many instances, solely reliant on chest radiographs (CXRs), as they are often the only diagnostic tool available, especially in TB-endemic areas. Accuracy and reliability of CXRs for detecting TB lymphadenopathy may vary between groups depending on severity of presentation and presence of parenchymal disease, which may obscure visualization. OBJECTIVE: To compare CXR findings in ambulatory versus hospitalized children with laboratory confirmed pulmonary TB versus other lower respiratory tract infections (LRTI) and test inter-rater agreement for these findings. MATERIALS AND METHODS: Retrospective review, by two pediatric radiologists, of CXRs performed on children < 12 years old referred for evaluation of LRTI with clinical suspicion of pulmonary TB in inpatient and outpatient settings. Each radiologist commented on imaging findings of parenchymal changes, lymphadenopathy, airway compression and pleural effusion. Frequency of imaging findings was compared between patients based on location and diagnosis and inter-rater agreement was determined. Accuracy of radiographic diagnosis was compared to laboratory testing which served as the gold standard. RESULTS: The number of enrolled patients was 181 (54% males); 69 (38%) were ambulatory and 112 (62%) were hospitalized. Of those enrolled, 87 (48%) were confirmed to have pulmonary TB, while 94 (52%) were other LRTI controls. Lymphadenopathy and airway compression were more common in TB patients than other LRTI controls, regardless of patient location. Parenchymal changes and pleural effusion were more common in hospitalized than ambulatory patients, regardless of patient diagnosis. Agreement for parenchymal changes was higher in the hospitalized group (kappa [κ] = 0.75), while agreement for lymphadenopathy (κ = 0.65) and airway compression (κ = 0.68) was higher in the ambulatory group. The specificity of CXRs for TB diagnosis (> 75%) was higher than the sensitivity (< 50%) for both ambulatory and hospitalized groups. CONCLUSION: Higher frequency of parenchymal changes among hospitalized children may conceal specific imaging findings of TB such as lymphadenopathy, contributing to the poor reliability of CXRs. Despite this, the high specificity of CXRs shown in our results is encouraging for continued use of radiographs for TB diagnosis in both settings.


Assuntos
Linfadenopatia , Infecções Respiratórias , Tuberculose Pulmonar , Masculino , Criança , Humanos , Feminino , Radiografia Torácica , Criança Hospitalizada , Reprodutibilidade dos Testes , Tuberculose Pulmonar/diagnóstico por imagem
8.
Radiol Med ; 128(9): 1093-1102, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37474665

RESUMO

PURPOSE: Accurate segmentation (separating diseased portions of the lung from normal appearing lung) is a challenge in radiomic studies of non-neoplastic diseases, such as pulmonary tuberculosis (PTB). In this study, we developed a segmentation method, applicable to chest X-rays (CXR), that can eliminate the need for precise disease delineation, and that is effective for constructing radiomic models for automatic PTB cavity classification. METHODS: This retrospective study used a dataset of 266 posteroanterior CXR of patients diagnosed with laboratory confirmed PTB. The lungs were segmented using a U-net-based in-house automatic segmentation model. A secondary segmentation was developed using a sliding window, superimposed on the primary lung segmentation. Pyradiomics was used for feature extraction from every window which increased the dimensionality of the data, but this allowed us to accurately capture the spread of the features across the lung. Two separate measures (standard-deviation and variance) were used to consolidate the features. Pearson's correlation analysis (with a 0.8 cut-off value) was then applied for dimensionality reduction followed by the construction of Random Forest radiomic models. RESULTS: Two almost identical radiomic signatures consisting of 10 texture features each (9 were the same plus 1 other feature) were identified using the two separate consolidation measures. Two well performing random forest models were constructed from these signatures. The standard-deviation model (AUC = 0.9444 (95% CI, 0.8762; 0.9814)) performed marginally better than the variance model (AUC = 0.9288 (95% CI, 0.9046; 0.9843)). CONCLUSION: The introduction of the secondary sliding window segmentation on CXR could eliminate the need for disease delineation in pulmonary radiomic studies, and it could improve the accuracy of CXR reporting currently regaining prominence as a high-volume screening tool as the developed radiomic models correctly classify cavities from normal CXR.


Assuntos
Pneumopatias , Tuberculose Pulmonar , Humanos , Estudos Retrospectivos , Tuberculose Pulmonar/diagnóstico por imagem , Pulmão/diagnóstico por imagem , Radiografia
10.
Clin Lab ; 69(4)2023 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-37057934

RESUMO

BACKGROUND: Pulmonary tuberculosis presenting as solitary pulmonary nodules in imaging is sometimes difficult to differentiate from lung cancer and is more likely to be misdiagnosed when accompanied by elevated CEA and positive PET-CT findings. METHODS: By reporting a case of misdiagnosed lung cancer, which was confirmed to be pulmonary tuberculosis by lung biopsy, a joint literature analysis was performed to raise clinicians' awareness of isolated nodules in the lung. RESULTS: With a series of ancillary tests, we initially considered the nodule to be malignant, and the lung biopsy pathology eventually confirmed pulmonary tuberculosis. CONCLUSIONS: When chest imaging suggests the presence of malignant features in solitary pulmonary nodules, invasive procedures can be performed appropriately to clarify the nature of the lesion. The diagnosis cannot be made blindly to ensure that no incorrect diagnosis is made nor wrong treatment given.


Assuntos
Neoplasias Pulmonares , Nódulo Pulmonar Solitário , Tuberculose Pulmonar , Humanos , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/métodos , Nódulo Pulmonar Solitário/diagnóstico , Nódulo Pulmonar Solitário/patologia , Fluordesoxiglucose F18 , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/patologia , Tuberculose Pulmonar/diagnóstico por imagem
11.
Clin Nucl Med ; 48(2): 188-189, 2023 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-36607369

RESUMO

ABSTRACT: A 50-year-old man presented with cough and hemoptysis for 1 month. Chest CT showed an irregular mass in the right lung, with enlarged lymph nodes in the mediastinum and right hilum. These findings were suggestive of lung cancer with lymph node metastases. The patient was subsequently enrolled in a 68Ga-DOTA-FAPI-04 PET/CT clinical trial. 68Ga-DOTA-FAPI-04 PET/CT revealed a mass in the upper lobe of right lung, with intense tracer uptake. Meanwhile, PET/CT showed enlarged lymph nodes in the mediastinum and right hilum, with mild FAPI uptake. However, pathological examination confirmed the mass was tuberculous granuloma.


Assuntos
Neoplasias Pulmonares , Linfadenopatia , Tuberculose Pulmonar , Masculino , Humanos , Pessoa de Meia-Idade , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Tuberculose Pulmonar/complicações , Tuberculose Pulmonar/diagnóstico por imagem , Mediastino , Neoplasias Pulmonares/diagnóstico por imagem , Transporte Biológico , Fluordesoxiglucose F18
12.
Jpn J Radiol ; 41(3): 312-321, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36227458

RESUMO

OBJECTIVE: Solitary and solid pulmonary tuberculosis (PTB) and non-small cell lung cancer (NSCLC) can present overlapping imaging features, causing diagnostic dilemmas. Hence, this study aimed to identify positron emission tomography (PET) morphological features derived from fluorine-18-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) images for a better differential diagnosis. METHODS: Clinical records and 18F-FDG PET/CT images of 175 patients confirmed with PTB and 311 patients with NSCLC were retrospectively reviewed. Parameters including patient demographics, PET-derived morphological features and metabolic parameters, and CT-derived morphological features were investigated. Logistic regression analysis was performed to assess the independent predictive factors associated with PTB. RESULTS: PTB presented with more heterogeneous glucometabolism than NSCLC in PET imaging (50% vs 17%, P < 0.05), especially in lesions with a maximum diameter < 30 mm (39% vs. 5%, P < 0.05). NSCLC usually showed centric hypometabolism, whereas PTB more frequently presented with an eccentric metabolic pattern, mainly including piebald, half-side, lesser curvature, and greater curvature shapes. Multivariate logistic regression identified that glucometabolic heterogeneity, eccentric hypometabolism, smaller lesion size, calcification, satellite lesions, and higher CT value of the hypometabolic area were independently diagnostic factors for PTB. CONCLUSIONS: Morphological features derived from 18F-FDG PET images helped distinguish solitary and solid PTB from NSCLC.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Tuberculose Pulmonar , Humanos , Carcinoma Pulmonar de Células não Pequenas/diagnóstico por imagem , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/métodos , Fluordesoxiglucose F18 , Neoplasias Pulmonares/diagnóstico por imagem , Estudos Retrospectivos , Compostos Radiofarmacêuticos , Tomografia por Emissão de Pósitrons , Tuberculose Pulmonar/diagnóstico por imagem
13.
J Cancer Res Clin Oncol ; 149(7): 3395-3408, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35939114

RESUMO

PURPOSE: To investigate the incremental value of enhanced CT-based radiomics in discriminating between pulmonary tuberculosis (PTB) and pulmonary adenocarcinoma (PAC) presenting as solid nodules or masses and to develop an optimal radiomics model. METHODS: A total of 128 lesions (from 123 patients) from three hospitals were retrospectively analyzed and were randomly divided into training and test datasets at a ratio of 7:3. Independent predictors in subjective image features were used to develop the subjective image model (SIM). The plain CT-based and enhanced CT-based radiomics features were screened by the correlation coefficient method, univariate analysis, and the least absolute shrinkage and selection operator, then used to build the plain CT radiomics model (PRM) and enhanced CT radiomics model (ERM), respectively. Finally, the combined model (CM) combining PRM and ERM was established. In addition, the performance of three radiologists and one respiratory physician was evaluated. The areas under the receiver operating characteristic curve (AUCs) were used to assess the performance of each model. RESULTS: The differential diagnostic capability of the ERM (training: AUC = 0.933; test: AUC = 0.881) was better than that of the PRM (training: AUC = 0.861; test: AUC = 0.756) and the SIM (training: AUC = 0.760; test: AUC = 0.611). The CM was optimal (training: AUC = 0.948; test: AUC = 0.917) and outperformed the respiratory physician and most radiologists. CONCLUSIONS: The ERM was more helpful than the PRM for identifying PTB and PAC that present as solid nodules or masses, and the CM was the best.


Assuntos
Adenocarcinoma de Pulmão , Neoplasias Pulmonares , Tuberculose Pulmonar , Humanos , Estudos Retrospectivos , Adenocarcinoma de Pulmão/diagnóstico por imagem , Tuberculose Pulmonar/diagnóstico por imagem , Neoplasias Pulmonares/diagnóstico por imagem , Tomografia Computadorizada por Raios X
14.
PLoS One ; 17(12): e0277393, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36584194

RESUMO

BACKGROUND: Artificial Intelligence (AI) systems have demonstrated potential in detecting tuberculosis (TB) associated abnormalities from chest X-ray (CXR) images. Thus, they might provide a solution to radiologist shortages in high TB burden countries. However, the cost of implementing computer-aided detection (CAD) software has thus far been understudied. In this study, we performed a costing analysis of CAD software when used as a screening or triage test for pulmonary TB, estimated the incremental cost compared to a radiologist reading of different throughput scenarios, and predicted the cost for the national scale-up plan in Pakistan. METHODS: For the study, we focused on CAD software reviewed by the World Health Organization (CAD4TB, Lunit INSIGHT CXR, qXR) or listed in the Global Drug Facility diagnostics catalogue (CAD4TB, InferRead). Costing information was obtained from the CAD software developers. CAD4TB and InferRead use a perpetual license pricing model, while Lunit and qXR are priced per license for restricted number of scans. A major implementer in Pakistan provided costing information for human resource and software training. The per-screen cost was estimated for each CAD software and for radiologist for 1) active case finding, and 2) facility based CXR testing scenarios with throughputs ranging from 50,000-100,000 scans. Moreover, we estimated the scale-up cost for CAD or radiologist CXR reading in Pakistan based on the National Strategic Plan, considering that to reach 80% diagnostic coverage, 50% of TB patients would need to be found through facility-based triage and 30% through active case finding (ACF). RESULTS: The per-screen cost for CAD4TB (0.25 USD- 2.33 USD) and InferRead (0.19 USD- 2.78 USD) was lower than that of a radiologist (0.70 USD- 0.93 USD) for high throughput scenarios studied. In comparison, the per-screen cost for Lunit (0.94 USD- 1.69 USD) and qXR (0.95 USD-1.9 USD) were only comparable with that of the radiologists in the highest throughput scenario in ACF. To achieve 80 percent diagnostic coverage at scale in Pakistan, the projected additional cost of deploying CAD software to complement the current infrastructure over a four-year period were estimated at 2.65-19.23 million USD, whereas Human readers, would cost an additional 23.97 million USD. CONCLUSIONS: Our findings suggest that using CAD software could enable large-scale screening programs in high TB-burden countries and be less costly than radiologist. To achieve minimum cost, the target number of screens in a specific screening strategy should be carefully considered when selecting CAD software, along with the offered pricing structure and other aspects such as performance and operational features. Integrating CAD software in implementation strategies for case finding could be an economical way to attain the intended programmatic goals.


Assuntos
Tuberculose Pulmonar , Tuberculose , Humanos , Inteligência Artificial , Triagem , Tuberculose Pulmonar/diagnóstico por imagem , Tuberculose/diagnóstico , Software , Computadores , Programas de Rastreamento
15.
Int J Mycobacteriol ; 11(4): 394-399, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36510924

RESUMO

Background: The etiological pattern of hemoptysis has evolved, with pulmonary tuberculosis (PTB) becoming less prevalent as a cause. There is a paucity of literature regarding the spectrum of diseases that present as hemoptysis and the data related to detailed clinical profile are lacking. Hence, this study is taken up to determine the clinical profile of hemoptysis and its correlation with radiological and microbiological findings. Methods: This was a 3-year observational prospective study of a total of 50 patients who presented with active hemoptysis. Data were recorded from these patients for assessing the clinical characteristics, radiological, and microbiological correlation. Results: The most common etiologies of hemoptysis identified in this study were PTB in 60% of the patients, aspergilloma in 14%, followed by bronchiectasis in 8%, pneumonia in 8%, carcinoma lung in 4%, and lung abscess in 1 (2%). Mild hemoptysis was present in 8% of patients, whereas 42% had moderate hemoptysis, 18% of patients had severe, and 32% had massive hemoptysis. Sixty percent of patients had recurrent hemoptysis, and the majority of the patients, i.e., 68% tested negative on sputum smear examination for acid-fast bacillus. In 60% of patients, no growth was obtained in the sputum cultures. The most common organisms isolated from sputum cultures of the rest of the patients were Pseudomonas in 14%, Klebsiella in 10%, Escherichia coli in 4%, Staphylococci in 4%, and Streptococcus pneumoniae in 4% of the cases. The majority of the patients were having consolidation and cavitary disease. A highly significant correlation was noted between the radiological findings of consolidation, mycetoma, cystic shadows, lung mass, and lung abscess and the etiology of hemoptysis (P = 0.000). Conclusion: Hemoptysis of any volume implies a life-threatening process, which mandates immediate evaluation and treatment. It is evident that the etiological spectrum of hemoptysis is continuously changing, and more sophisticated investigations, better imaging techniques, bronchoscopic tools, availability of newer techniques in the developing world, and changing patterns of diseases, all contribute to these changes. Identification of the etiology, and localization of the bleeding site, is essential for the efficient management of hemoptysis.


Assuntos
Bronquiectasia , Abscesso Pulmonar , Pneumopatias , Tuberculose Pulmonar , Humanos , Estudos Prospectivos , Abscesso Pulmonar/complicações , Hemoptise/etiologia , Bronquiectasia/complicações , Bronquiectasia/diagnóstico por imagem , Tuberculose Pulmonar/complicações , Tuberculose Pulmonar/diagnóstico por imagem , Pneumopatias/complicações
16.
Artigo em Inglês | MEDLINE | ID: mdl-36231700

RESUMO

BACKGROUND: Computer-aided detection (CAD) of pulmonary tuberculosis (TB) and silicosis among ex-miners from the South African gold mines has the potential to ease the backlog of lung examinations in clinical screening and medical adjudication for miners' compensation. This study aimed to determine whether CAD systems developed to date primarily for TB were able to identify TB (without distinction between prior and active disease) and silicosis (or "other abnormality") in this population. METHODS: A total of 501 chest X-rays (CXRs) from a screening programme were submitted to two commercial CAD systems for detection of "any abnormality", TB (any) and silicosis. The outcomes were tested against the readings of occupational medicine specialists with experience in reading miners' CXRs. Accuracy of CAD against the readers was calculated as the area under the curve (AUC) of the receiver operating characteristic (ROC) curve. Sensitivity and specificity were derived using a threshold requiring at least 90% sensitivity. RESULTS: One system was able to detect silicosis and/or TB with high AUCs (>0.85) against both readers, and specificity > 70% in most of the comparisons. The other system was able to detect "any abnormality" and TB with high AUCs, but with specificity < 70%. CONCLUSION: CAD systems have the potential to come close to expert readers in the identification of TB and silicosis in this population. The findings underscore the need for CAD systems to be developed and validated in specific use-case settings.


Assuntos
Pneumopatias , Doenças Profissionais , Silicose , Tuberculose Pulmonar , Computadores , Ouro , Humanos , Doenças Profissionais/epidemiologia , Silicose/diagnóstico por imagem , Silicose/epidemiologia , África do Sul/epidemiologia , Tuberculose Pulmonar/diagnóstico por imagem , Tuberculose Pulmonar/epidemiologia
17.
Biomed Res Int ; 2022: 7514898, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36046451

RESUMO

Helical CT plain scan has high spatial and area resolution, which is beneficial to the extraction of CT features of pulmonary nodules, and is of great significance for the diagnosis and differential diagnosis of pulmonary diseases. In order to deeply study the role of visual sensor image algorithm in CT image, this paper adopts clinical simulation method, data fusion method, and image acquisition method to collect images, analyze CT image features, and simplify the algorithm and create a CT model that can better diagnose secondary tuberculosis and lung cancer. We selected 45 patients with lung disease in this group, with an average age of 38 years. At the same time, the consistency analysis results of the diameter and plain CT value data of the five groups of cases measured by two observers are between 0.82 and 0.88, which has a good consistency. We could find that the nodule diameters of the five groups of cases were different (F =16.99, P < 0.01), and the difference was statistically significant (P < 0.06), indicating that our data are not only accurate but also very reliable. ROC was used to analyze the precise value of CT values in the pulmonary tuberculosis group and lung cancer group, intrapulmonary lymph node group, and pulmonary hamartoma group to determine the cutoff value. The results showed that the AUC values of the pulmonary tuberculosis group and the lung cancer group were 0.788, and the middle was the largest, indicating that the values were guaranteed. The basic realization starts with visual sensor technology and designs a clinical model that can more accurately identify CT images and differential diagnosis.


Assuntos
Pneumopatias , Neoplasias Pulmonares , Nódulo Pulmonar Solitário , Tuberculose Pulmonar , Adulto , Diagnóstico Diferencial , Humanos , Pulmão/patologia , Pneumopatias/patologia , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/patologia , Nódulo Pulmonar Solitário/diagnóstico , Tomografia Computadorizada Espiral/métodos , Tuberculose Pulmonar/diagnóstico por imagem , Tuberculose Pulmonar/patologia
18.
J Comput Assist Tomogr ; 46(6): 884-887, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36055217

RESUMO

OBJECTIVES: The study aimed to explore the key points of computed tomography (CT) differential diagnosis of nontuberculous mycobacteria (NTM) and secondary pulmonary tuberculosis in elderly patients. METHODS: We retrospectively analyzed 45 patients with NTM pulmonary disease and 65 patients with secondary pulmonary tuberculosis. All patients were older than 60 years. The diseases were confirmed by laboratory examination. The general data and CT images of the 2 groups were compared and analyzed using χ 2 tests, single-factor analysis, and multivariate logistic regression analysis. RESULTS: Single-factor analysis showed significant differences between the 2 groups in 9 factors: bronchiectasis of the left upper lobe lingual segment, bronchiectasis of the right middle lobe, small nodules, large nodules, thin-walled cavities, thick-walled cavities, nonsubpleural hollows, strip opacity, and mediastinal lymph node enlargement ( P < 0.05). Multivariate logistic regression analysis showed that thin-walled cavities, bronchiectasis of the right middle lobe, small nodules, and large nodules were important factors in the differential diagnosis of the two groups. CONCLUSIONS: Nontuberculous mycobacteria show certain characteristics on CT, which are helpful for differential diagnosis when coupled with clinical and sputum smear examinations.


Assuntos
Bronquiectasia , Pneumonia , Tuberculose Pulmonar , Tuberculose , Humanos , Idoso , Estudos Retrospectivos , Tuberculose Pulmonar/complicações , Tuberculose Pulmonar/diagnóstico por imagem , Tomografia Computadorizada por Raios X
20.
Sci Rep ; 12(1): 11765, 2022 07 11.
Artigo em Inglês | MEDLINE | ID: mdl-35817807

RESUMO

In China, tuberculosis (TB) is endemic and the Bacillus Callmette-Güerin (BCG) vaccine is administered to all the newborns, which may lead to BCG infection in patients with chronic granulomatous disease (CGD). Infection of BCG/TB in CGD patients can be fatal and pulmonary is the most affected organ. Our objective was to assess the imaging of pulmonary BCG/TB infection in CGD. We screened 169 CGD patients and identified the patients with pulmonary BCG/TB infection. BCG infection was diagnosis according to the vaccination history, local infection manifestation, acid-fast bacilli staining, specific polymerase chain reaction, and/or spoligotyping. PPD, T-SPOT and acid-fast bacilli staining were used for diagnosis of TB. Totally 58 patients were identified, including TB (n = 7), solely BCG (n = 18), BCG + bacterial (n = 20), and BCG + fungi (n = 13). The onset of BCG disease was much earlier than TB. For those patients only with BCG, lymphadenopathy was the first and most prevalent feature. The most found location was the left axilla, followed by the ipsilateral cervical areas and mediastinal or hilar area. On chest CT, ground-glass opacities, multiple nodules and pulmonary scarring were the most common findings. For TB patients, the pulmonary infections were more serious, including large masses, severe lymphadenopathy, and extensive pulmonary fibrosis. Pulmonary infection of BCG were more common than TB in CGD patients, but much less severe.


Assuntos
Vacina BCG , Doença Granulomatosa Crônica , Linfadenopatia , Tuberculose Pulmonar , Vacina BCG/efeitos adversos , Bacillus , Doença Granulomatosa Crônica/complicações , Humanos , Mycobacterium tuberculosis , Tuberculose Pulmonar/diagnóstico por imagem
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