ObjectiveTo evaluate the diagnostic value of artificial intelligence (AI)-assisted diagnostic system for pulmonary cancer based on CT images.MethodsDatabases including PubMed, The Cochrane Library, EMbase, CNKI, WanFang Data and Chinese BioMedical Literature Database (CBM) were electronically searched to collect relevant studies on AI-assisted diagnostic system in the diagnosis of pulmonary cancer from 2010 to 2019. The eligible studies were selected according to inclusion and exclusion criteria, and the quality of included studies was assessed and the special information was identified. Then, meta-analysis was performed using RevMan 5.3, Stata 12.0 and SAS 9.4 softwares. The sensitivity, specificity, positive likelihood ratio, negative likelihood ratio and diagnostic odds ratio were pooled and the summary receiver operating characteristic (SROC) curve was drawn. Meta-regression analysis was used to explore the sources of heterogeneity.ResultsTotally 18 studies were included with 4 771 patients. Random effect model was used for the analysis due to the heterogeneity among studies. The results of meta-analysis showed that the pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnosis odds ratio and area under the SROC curve were 0.87 [95%CI (0.84, 0.90)], 0.89 [95%CI (0.84, 0.92)], 7.70 [95%CI (5.32, 11.15)], 0.14 [95%CI (0.11, 0.19)], 53.54 [95%CI (30.68, 93.42)] and 0.94 [95%CI (0.91, 0.95)], respectively.ConclusionAI-assisted diagnostic system based on CT images has high diagnostic value for pulmonary cancer, and thus it is worthy of clinical application. However, due to the limited quality and quantity of included studies, above results should be validated by more studies.
ObjectiveTo study the diagnostic significance of modified Alvarado Score System for different types of acute appendicitis. MethodsClinical data of 1 930 cases of acute appendicitis, who underwent appendicectomy in The First Hospital of Yulin from Jan. 2004 to Jan. 2014, were retrospectively collected. Then the diagnostic significance of Modified Alvarado Score System was detected and evaluated by receiver operating characteristic (ROC) curve, and its correlation with postoperative pathological results was calculated. ResultsThe modified Alvarado score of cases in progressive group was higher than that of simplex group (7.5±1.3 vs. 3.6±0.7, P < 0.001). The areas under ROC curve of modified Alvarado Score System was 0.943 (95% CI:0.929-0.958, P < 0.001). The critically diagnostic points of Modified Alvarado Score System for differential diagnosis of simplex acute appendicitis and progressive acute appendicitis was 6 score, with sensitivity of 92.9%, specificity of 86.3%, positive predictive value of 96.9%, negative predictive value of 72.6%, positive likelihood ratio of 6.8, negative likelihood ratio of 0.1, and Youden index of 91.7%. ConclusionThis Modified Alvarado Score System has a certain significance for the type diagnosis of acute appendicitis.
ObjectiveTo evaluate the value of 120 kV portal venous phase images combined with iodine maps created from dual-source dual-energy CT (DECT) for the diagnosis of pancreatic necrosis in the early stage of acute pancreatitis. MethodsThis prospective study enrolled 17 patients who underwent abdominal dual-source DECT within 72 hours from the onset of acute pancreatitis. All patients had received treatment in West China Hospital from May 2014 to August 2014. Comparison of the diagnostic value of 120 kV portal venous phase images alone and 120 kV portal venous phase images combined with iodine maps created from dual-source DECT was performed. ResultsSix of the 17 patients were found the presence of pancreatic necrosis (4 patients without obvious necrosis in the early stage developed to pancreatic necrosis, and 2 patients with the presence of necrosis in the early stage improved). The sensitivity, specificity, and accuracy of 120 kV portal venous phase images for the diagnosis of pancreatic necrosis were 50.0% (3/6), 100% (11/11), and 82.4% (14/17), respectively, and it had a good diagnostic value (AUC=0.856, P=0.018). The sensitivity, specificity, and accuracy of 120 kV portal venous phase images combined with iodine maps created from dual-source DECT for predicting pancreatic necrosis were 100% (6/6), 90.9% (10/11), and 94.1% (16/17), respectively, and this method had good value too (AUC=0.977, P=0.002), which higher than that of 120 kV portal venous phase images (P=0.002). ConclusionsThe 120 kV portal venous phase images combined with iodine maps created from dual-source DECT is helpful to improve subjective judgment in the diagnosis of pancreatic necrosis in the early stage of acute pancreatitis. It also contributes to the display of hypo-perfusion area of the pancreatic parenchyma, and has higher diagnostic value.
ObjectiveTo investigate the correlation between macular cherry red spot (CS) and severity of neurological manifestations in Chinese children with sialidosis (SD) type I. MethodsA evidence-based medical study. "China", "Sialidosis" and "Sialidoses" were used as Chinese and English search terms. The literature was searched in CNKI, Wanfang and PubMed. The cases were all from China and matched the diagnostic criteria. According to the presence or absence of CS in the fundus, the SD children were divided into a group with CS (+) and a group without CS (−), and the correlation between the occurrence of ocular CS and neurological manifestations was compared with meta-analysis by RevMan 5.3 software. ResultsSixty-eight studies were initially retrieved according to the search strategy, and 17 studies were finally included, and 5 studies with CS+ and CS− were meta-analyzed. Among the 43 patients, 28 were male and 15 were female, with a median age of 12 years. Visual impairment was observed in 37 cases (90.2%, 37/41, 2 cases not recorded), and CS was present in 24 cases (55.8%, 24/43). The most common neurological manifestation was myoclonus (97.7%, 42/43), followed by cerebellar ataxia (95.1%, 39/41, 2 cases not recorded) and seizures (91.4%, 32/35, 8 cases not recorded). Pathogenic NEU1 gene mutations were detected in 42 cases and one case was undocumented. The incidence of seizure in group CS+ (100%, 20/20) was higher than that in group CS− (80%, 12/15). Meta-analysis showed that there was no statistically significant difference between the incidence of myoclonus or ataxia [relative risk (RR)=1.13, 95% confidence interval (CI) 0.79-1.63, P=0.49] and seizure (RR=1.13, 95% CI 0.84-2.06, P=0.24) among the children in the CS+ and CS− groups. ConclusionsThe incidence of ocular CS in Chinese children with type I SD was 55.8%. There was no correlation with neurological manifestations, however the incidence of seizure was significantly higher in patients with CS than in others without CS.
ObjectivesTo systematically review the value of cross-linked carboxy-terminal telopeptide of type I collagen (ICTP) in the diagnosis of bone metastases of lung cancer.MethodsThe Cochrane Library, PubMed, EMbase, WanFang Data and CBM databases were electronically searched to collect studies on ICTP in the diagnosis of lung cancer bone metastases from inception to November 2017. Two reviewers independently screened literature, extracted data and assessed the risk of bias of included studies by QUADAS-2 standard. Meta-analysis was performed by using Meta-Disc 1.4 software.ResultsA total of 8 studies involving 781 patients were included. The results of meta-analysis showed that the pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnosis odds ratio and area under the curve of summary receiver operating characteristics were 71% (95%CI 0.65 to 0.76), 80% (95%CI 0.76 to 0.84), 3.79 (95%CI 2.31 to 6.21), 0.35 (95%CI 0.25 to 0.49), 14.67 (95%CI 6.99 to 30.81) and 0.860 3, respectively.ConclusionsICTP cooperate with imaging tests may be accurate and practical in diagnosis of bone metastases of lung cancer. Due to the limited quality and quantity of included studies, the above results should be validated by more studies.
ObjectiveTo investigate the value of esophageal activity examination under X-ray fluoroscopy and chest CT in evaluating the resectability of upper thoracic esophageal cancer.MethodsA total of 221 upper thoracic esophageal carcinoma patients underwent radical operation between 2009 and 2015 in our hospital were enrolled, including 141 males and 80 females with a median age of 59 (47-79) years. Preoperative routine esophageal activity examination under X-ray fluoroscopy and chest enhanced CT were performed to determine whether the tumor had external invasion. The results of the two methods were compared with that observed during the operation.ResultsThe number of patients with esophageal activity score 1-6 was 70, 85, 32, 29, 2 and 3, respectively. The area under the receiver operating characteristic (ROC) curve (AUC) of esophageal activity examination was 0.897 (95%CI 0.85-0.93, P<0.001), and the cut off value was >3. According to the ROC curve activity score, 4-6 points were considered as invasion, and 1-3 points were non-invasion. The sensitivity, specificity, accuracy and misdiagnosis rate of esophageal activity examination was 75.0%, 89.3%, 88.2%, 10.7%, respectively, and those of CT scan were 75.0%, 66.8%, 67.4%, 33.2%, respectively. Compared with CT scan, the specificity of esophageal activity examination was higher and the misdiagnosis rate was lower. Compared with the detection during the operation, 86.7% of patients with actual invasion of trachea and 85.7% of patients with actual invasion of other parts were in accordance with the esophageal activity examination results.ConclusionEsophageal activity examination under X-ray fluoroscopy can accurately predict the resectability of upper thoracic esophageal cancer, which is a useful supplement to chest CT examination, especially in the aspect of judging the relationship between lesions and the trachea.
ObjectivesTo systematically review the diagnostic value of GerdQ questionnaire for diagnosing the gastro-oesophageal reflux disease (GERD).MethodsPubMed, Web of Science, EBMR, CNKI, CBM, VIP and WanFang Data databases were searched to collect studies on the diagnostic value the GerdQ questionnaire in diagnosing the GERD from inception to January 1st 2018. Two reviewers independently screened literature, extracted data and assessed the risk of bias of included studies. Then meta-analysis was performed by using Meta-Disc 1.4 software. We used the Stata 12.0 software to assess the publication bias with funnel plots.ResultsA total of 20 studies were enrolled, including 7 978 patients. Among them, 4 848 patients were confirmed with GERD. The results of meta-analysis showed that: a) The pooled sensitivity, specificity, +LR, −LR, and DOR were 0.79 (95%CI 0.78 to 0.81), 0.66 (95%CI 0.65 to 0.68), 2.28 (95%CI 1.77 to 2.94), 0.37 (95%CI 0.27 to 0.52) and 6.34 (95%CI 3.59, 11.19), SROC(AUC) was 0.789 3, and Q* was 0.726 6. b) When the cut-off was 7, the diagnostic accuracy of GerdQ questionnaire for the GERD was the highest, and that of 9 was the second. c) The diagnostic accuracy of GerdQ questionnaire was higher when it was used in China.ConclusionsGerdQ questionnaire has a moderate accuracy for the diagnosis of GERD, which can be a useful complementary tool for diagnosing GERD, and can be popularized in clinical settings. Due to limitation of quantity and quality of included studies, the above conclusions requires verification by more high quality studies.