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Objective:To investigate the application value of artificial intelligence in dual-source CT coronary angiography.Methods:The imaging data of 50 patients with coronary artery diseases who received treatment in Benxi Central Hospital from January to December 2021 were retrospectively analyzed. All patients underwent coronary computed tomography angiography examination and coronary arteriography. Coronary computed tomography angiography images were uploaded to the post-processing workstation and post-processed and analyzed by two radiologists. At the same time, the images were also post-processed by AI software and diagnosis reports were generated. In terms of coronary artery stenosis, the diagnostic results provided by AI software were compared with coronary angiography results. In terms of myocardial bridging, the diagnostic results provided by AI software were compared with radiologist's diagnosis. The accuracy of AI software was judged.Results:In the diagnosis of coronary artery stenosis, the sensitivity, specificity, positive predictive value and the negative predictive value of AI software were 93.22%, 81.32%, 76.39% and 94.87% respectively. These were well consistent with coronary arteriography results (Kappa = 0.71, P < 0.001). In the diagnosis of myocardial bridging, the sensitivity, specificity, positive predictive value and the negative predictive value of AI software were 30.77%, 81.45%, 25.81% and 84.87% respectively. These were poorly consistent with radiologists' diagnostic results (Kappa = 0.11, P = 0.162). Conclusion:AI-based dual-source CT coronary angiography is of high value in the diagnosis of coronary artery stenosis, but it is of low value in the diagnosis of myocardial bridging.
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Objective:To analyze the value of dual energy CT parameters combined with serum procollagen Ⅰ N-terminal propeptide (PⅠNP) and beta C-terminal cross-linked telopeptide of type Ⅰ collagen (β-CTX) in differential diagnosis of spinal bone metastasis from lung cancer and myeloma.Methods:The clinical data of 54 patients with spinal bone metastasis from lung cancer and 50 patients with myeloma in Jincheng People′s Hospital from October 2019 to March 2021 were analyzed retrospectively. All patients were examined by dual energy CT on the day of admission, and the CT values at the energy levels of 40 to 80 keV (energy interval of 10 keV) were recorded. The serum PⅠNP and β-CTX levels were detected by chemiluminescent assay before treatment. The pathological examination results were taken as gold standard, and the CT values at the energy levels of 40 to 80 keV by dual energy CT and serum PⅠNP and β-CTX levels were compared between 2 groups. Receiver operating characteristic (ROC) curve was used to analyze the differential diagnosis value of the CT values at the energy levels of 40 to 80 keV, serum PⅠNP and β-CTX levels alone and combination.Results:The CT values at the energy levels of 40 to 80 keV by dual energy CT and serum PⅠNP and β-CTX levels in patients with spinal bone metastasis from lung cancer were significantly higher than those in patients with myeloma: 79.86 (61.20, 116.32) HU vs. 58.29 (46.92, 64.03) HU, 64.48 (50.27, 90.08) HU vs. 45.78 (38.59, 56.75) HU, 57.35 (43.31, 78.04) HU vs. 43.62 (36.91, 54.06) HU, 52.05 (42.98, 75.79) HU vs. 41.26 (32.84, 51.76) HU, 45.52 (38.55, 63.59) HU vs. 36.68 (28.72, 49.83) HU, 66.35 (31.15, 81.97) μg/L vs. 31.38 (27.76, 34.50) μg/L and 0.61 (0.48, 0.67) μg/L vs. 0.49 (0.47, 0.52) μg/L, and there were statistical differences ( P<0.05 or <0.01). ROC curve analysis result showed that the sensitivity of the combination of the CT values at the energy levels of 40 to 80 keV by dual energy CT was higher than those alone (83.33% vs. 59.26%, 61.11%, 62.96%, 64.81% and 66.67), the area under the curve (AUC) was also higher than those alone (0.882 vs. 0.798, 0.811, 0.817, 0.801 and 0.773), and there were statistical differences ( P<0.01 or <0.05); the sensitivity of the combination of serum PⅠNP and β-CTX levels was higher than those alone (81.48% vs. 57.41% and 62.96%), the AUC was higher than those alone (0.829 vs. 0.753 and 0.729), and there were statistical differences ( P<0.01 or <0.05); the sensitivity of all indexes combined in the differential diagnosis of spinal bone metastasis from lung cancer and myeloma was higher than those of the combination of the CT values at the energy levels of 40 to 80 keV by dual energy CT, the combination of serum PⅠNP and β-CTX levels (98.15% vs. 83.33% and 81.48%), the same as AUC (0.976 vs. 0.882 and 0.829), and there were statistical differences ( P<0.01); there were no significant differences in the specificity of each index alone and combination ( P>0.05). Conclusions:Compared with myeloma, the CT values at the energy levels of 40 to 80 keV by dual energy CT, serum PⅠNP and β-CTX levels in patients with spinal bone metastasis from lung cancer are increased, and the combination of the above indexes has ideal value in differential diagnosis of the two diseases.
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Objective To evaluate the application of the dual-energy CT (DECT) in detection of monosodium urate (MSU) crystals in gout patients.Methods The imaging and clinical data of 101 patients with suspected gout were retrospectively analyzed,including 64 cases of clinically diagnosed gout (gout group) and 37 non-gout cases (non-gout group).The DECT examination was performed for 85 joints in gout group and 42 joints in non-joint group.The value of DECT in detection of MSU crystals was evaluated with receiver operating characteristic (ROC) curve.Results There were significant differences in gender (x2=5.32,P=0.03) and blood uric acid levels (t=1.95,P=0.04) between gout and non-gout groups.The detection rate of MSU in gout group was significantly higher than that of non-gout group (x2=30.52,P＜0.001).The area under the ROC curve (AUC) of DECT in detection of was 0.74±0.05 (Mean±SE),95％CI:0.64-0.85.The sensitivity,specificity,positive predictive value and negative predictive value of the DECT in detection of gouty stone was 0.844,0.703,83.1％ and 72.2％,respectively.Conclusion The dual-energy CT has high sensitivity,specificity and reliability for the detection and diagnosis of monosodium urate crystals in joints of gout patients.
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Objective To investigate the correlation between quantitative parameters derived from iodine overlay images and the monochromatic images of dual‐energy CT and the differentiation degree of laryngeal and hypopharyngeal squamous cell carcinoma(LHSCC). Methods Retrospective analysis of clinical and imaging data of eighty patients with different differentiation degree of LHSCC who underwent dual‐energy CT enhanced scan in the arterial and venous phase from March 2016 to January 2017 (20, 42 and 18 patients with well, moderately and poorly differentiation, respectively) was performed.Among them, twenty‐eight cases were stage T1, twenty‐four cases were stage T2, twenty cases were stage T3 and eight cases were stage T4. All patients were not treated with radiotherapy and chemotherapy before operation. Iodine overlay images and the monochromatic images of arterial and venous phases were acquired from Syngo MultiModality Workplace dual‐energy post‐processing software of Siemens, respectively. The mean iodine concentration (IC), standardized iodine concentration (SIC), and the slope of spectral curve(λ) of different differentiation degrees of LHSCC were calculated and compared. The correlation between quantitative parameters of LHSCC and its differentiation degree was performed by Spearman rank sum test. One‐way analysis of variance was used to compare the quantitative parameters of different differentiation degree of LHSCC. Receiver operating characteristic (ROC) curve was used for analyzing diagnostic efficiency. Results The IC, SIC, and λ in the arterial phase, and IC in the venous phase correlated positively with differentiation degree in LHSCC (r=0.258, 0.350, 0.262 and 0.275, respectively; P<0.05) in this group. The IC, SIC, and λ of poorly differentiated LHSCC in the arterial phase [(3.13 ± 0.54) mg/ml, (0.38±0.10), (5.40±0.92)] were higher than those of well differentiated LHSCC [(2.38±1.02) mg/ml, (0.25± 0.09) and (4.19 ± 1.18); t=2.73, 3.36 and 2.75 respectively; P<0.05] and moderately differentiated LHSCC [(2.56±0.85) mg/ml, (0.28±0.16) and (4.56±1.41); t=2.38, 3.06 and 2.21, P<0.05]. IC of poorly differentiated LHSCC in the venous phase [(2.59 ± 0.62) mg/ml] was significantly higher than that of well differentiated LHSCC [(1.96±0.56) mg/ml,t=2.45,P<0.05] and moderately differentiated [(2.02±0.93) mg/ml,t=2.56,P<0.05] LHSCC. There was no significant difference in the SIC and λ between different differentiation degrees of LHSCC (P>0.05) in the venous phase. The standardized iodine concentration in the arterial phase was the best in distinguishing poorly and moderately differentiated LHSCC, and poorly and well differentiated LHSCC with the area under the receiver operating curve 0.77 and 0.81, respectively, the sensitivity 88.2% and 70.0%, respectively, and the specificity 69.0% and 70.0%, respectively. Conclusions Quantitative parameters derived from dual‐energy CT might be useful in the evaluation of different differentiated degrees of LHSCC. In addition, the standardized iodine concentration of LHSCC in the arterial phase was the best in the estimation of different differentiated degrees of LHSCC.
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Abstract The accurate diagnosis of pulmonary thromboembolism is essential to reducing the morbidity and mortality associated with the disease. The diagnosis of pulmonary thromboembolism is challenging because of the nonspecific nature of the clinical profile and the risk factors. Imaging methods provide the definitive diagnosis. Currently, the imaging method most commonly used in the evaluation of pulmonary thromboembolism is computed tomography. The recent development of dual-energy computed tomography has provided a promising tool for the evaluation of pulmonary perfusion through iodine mapping. In this article, we will review the importance of diagnosing pulmonary thromboembolism, as well as the imaging methods employed, primarily dual-energy computed tomography.
Resumo A acurácia no diagnóstico de tromboembolismo pulmonar é essencial para reduzir a morbimortalidade causada por esta enfermidade. Devido ao quadro clínico e fatores de risco inespecíficos, o diagnóstico de tromboembolismo pulmonar torna-se um desafio. Os métodos de imagem fornecem o diagnóstico definitivo, sendo a tomografia computadorizada o método mais utilizado atualmente. Nos últimos anos, houve o desenvolvimento da tomografia computadorizada com dupla energia e essa ferramenta tem se mostrado promissora para avaliação da perfusão pulmonar por meio do mapa de iodo. Neste artigo é feita revisão acerca da importância do diagnóstico de tromboembolismo pulmonar, bem como os métodos de imagem disponíveis, com ênfase na tomografia computadorizada com dupla energia.
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Objective To analyze the characteristics and to evaluate the application of quantitative CT spectral parameters in patients with suspected lung cancer.Methods One hundred and thirty two patients with occupying lesions of the lung underwent chest plain and two-phase contrast enhanced CT scan with gemstone spectral imaging (GSI) mode.The CT images of patients with confirmed lung cancer by pathological evidence were analyzed with GSI viewer.Optimal energy value supplying optimal contrast-tonoise ratio (CNR) was recorded.The CT values of lesions at 40 keV,70 keY and optimal energy level were measured.Spectral curve slope at different intervals of 40-70 keV,40-100 keV and 40-140 keV was computed.Effective atomic number (Zeff),iodine concentration (IC) and water concentration (WC) were measured and analyzed by statistical methods.Results Sixty six patients with confirmed lung cancer were included in the analysis.The optimal energy values for optimal CNR on plain scan,arterial phase and venous phase were (63.09±5.33) keV,(52.65±6.44) keV and (54.06±5.53) keV,respectively.The difference of CT values at different energy levels on each scan phase was statistically significant (F=4.561,P=0.025).The spectral curve slope values among three different energy intervals were significantly different (F=2.137,P＜0.001).The differences of the slope between arterial phase and venous phase at same energy interval were not significant (40-70 keY:t=1.165,P=0.248;40-100 keV:t=1.102,P=0.274;40-140 keV:t=1.118,P=0.268).Zeff on plain scan,arterial phase and venous phase was 7.73±0.14,8.35±0.37 and 8.39±0.30,respectively.There was positive correlation between IC and Zeff on enhanced phase (arterial phase:r=0.998,P＜0.001;venous phase:r=0.998,P＜0.001).Conclusion CT spectral imaging can supply the optimal energy value for optimal CNR.CT value at optimal energy level and spectral curve slope at 40-140 keV are suitable for analysis.IC and Zeff can be used jointly in evaluation of patients with suspected lung cancer.
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Las fracturas del fémur proximal, secundarias a caída de su altura, pacientes posmenopáusicas con osteoporosis, es un acontecimiento de fecuencia relativa. El médico tratante debe estar preparado para los eventos tanto pre como postoperatorio que suelen ocurrir. Se propone la creación de un Grupo de Atención Geriátrica (GAG) que enfoque los problemas médicos de este grupo de pacientes y sobre todo que tenga conocimiento de la osteoporosis, su dignóstico y tratamiento médico, para prevenir una nueva fracturas. Una vez que egresa del hospital se debe indicar una densitometría doble foton (DXA) e iniciar el tratamiento para la osteoporosis dos semanas luego del egreso y hasta el momento el ácido zoledronico es el único que ha demostrado que disminuye el riesgo de mortalidad y nueva fracturas.
A fracture of the proximal femur secondary to drop height in postmenopausal women with osteoporosis is a relative frequency of occurrence. The treating physician must be prepared for both pre-and postoperative events that do occur. It proposes the establishment of a Gerietric Care Group (GAG) that approach the medical problems of this group of patients and especially with knowledge of osteoporosis, its diagnosis and medical treatment to prevent a new fracture. Once discharged from the hospital should indicate two-photon densitometry (DXA) and initiate treatment for osteoporosis two weeks after graduation and until zoledronic acid is the only one that has been shown to decrease the risk of mortality and new fracture.
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Humanos , Masculino , Femenino , Densitometría/métodos , Fracturas del Fémur , Gestión de la Práctica Profesional , Imagen Radiográfica por Emisión de Doble Fotón/métodos , Osteoporosis Posmenopáusica/patologíaRESUMEN
Objective To explore the value of dual energy CT displaying knee joint torn posterior cruciate ligament (PCL). Methods Ten cases with single knee joint torn PCL were scanned by 1.5 TMR and dual energy CT. By the use of postprocessing technique of muhiplanar reformation (MPR) and volume rendering technique (VRT), the CT value,length,thickness of PCL were assessed by paired t test respectively. Results MPR and VRT clearly displayed the PCL. The CT value of the patient sides and normal sides were(60.10±3.21), (72.98±7.35) HU(t=4.33,P=0.006), the length were(4.42±0.56),(4.14±0.49) cm (t=-1.20,P=0.285), the thickness of the attachment site and middle sire were (0.88±0.19), (0.58±0.10), (0.38±0.12) cm and (0.43±0.07), (0.39±0.03), (0.43±0.12) cm (t=-6.89,P=0.001;t=-4.38,P=0.007;t=0.85,P=0.587) respectively. Conclusion Dual energy CT can demonstrate clearly the ligament with three-dimension display,and may provide important information for diagnosis and per-surgical evaluation.
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PURPOSE: To evaluate the utility of dual-exposure dual-energy radiography against the standard chest radiography in the discrimination of lung nodules and the presence of nodule calcification. MATERIALS AND METHODS: Twenty-nine patients with a total of 43 peripheral lung nodules were examined by dual-exposure dual-energy radiography (DER) and confirmed by a chest CT were included in the study. Of the identified peripheral lung nodules, 24 showed calcification and 19 did not. Further, 28 lesion-free regions from the same patient population were selected as negative controls. Two radiologists evaluated 71 marked locations using both standard chest radiographs (SR) and DER to determine whether the marked locations represented a true nodule, and whether nodule calcification was present. A continuous rating scale of 0-10 was used to represent each observer's confidence level. We calculated the areas under ROC curves (AUC) for SR alone and for DER, and performed a statistical analysis to compare the results. RESULTS: The ability to discriminate nodules was higher for DER than for SR. However, the was not statistically significant (p = 0.202). Inter-observer agreement was moderate regardless of if DER was used. The predictability of nodule calcification was significantly higher for DER compared to SR (p < .001). Moreover, inter-observer agreement was slight with SR alone but moderate with DER. CONCLUSION: DER, in conjunction with SR, has no additional benefit in small lung nodule discrimination but does provide a significant benefit in the characterization of nodule calcification.
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Humanos , Discriminación en Psicología , Pulmón , Enfermedades Pulmonares , Imagen Radiográfica por Emisión de Doble Fotón , Curva ROC , TóraxRESUMEN
Spontaneous retroperitoneal hematoma is a rare condition. We report a 78 year-old man with progressive pain in his right thigh and hip lasting one week. The pain subsequently was associated with abdominal pain in the right lower quadrant. Physical examination revealed pain to deep palpation of the area, associated with a diffuse positive rebound pain. An abdominal and pelvis CT scan showed an extensive mesenteric hematoma. During surgery, a large retroperitoneal encapsulated hematoma, without evidence of active bleeding, was found and drained. Pathology confirmed the diagnosis and was negative for cancer.