High Rate Of Missed Diagnosis Research Articles

Population-based active screening strategy contributes to the prevention and control of tuberculosis.

Despite the achievements obtained worldwide in the control of tuberculosis in recent years, many countries and regions including China still face challenges such as low diagnosis rate, high missed diagnosis rate, and delayed diagnosis of the disease. The discovery strategy of tuberculosis in China has changed from "active discovery by X-ray examination" to "passive discovery by self-referral due to symptoms", and currently the approach is integrated involving self-referral due to symptoms, active screening, and physical examination. Active screening could help to identify early asymptomatic and untreated cases. With the development of molecular biology and artificial intelligence-assisted diagnosis technology, there are more options for active screening among the large-scale populations. Although the implementation cost of a population-based active screening strategy is high, it has great value in social benefits, and active screening in special populations can obtain better benefits. Active screening of tuberculosis is an important component of the disease control. It is suggested that active screening strategies should be optimized according to the specific conditions of the regions to ultimately ensure the benefit of the tuberculosis control.

Noninvasive assessment of the risk of esophageal variceal bleeding from noncirrhotic portal hypertension

Objective: To verify Baveno VI criteria, Expanded-Baveno VI criteria, liver stiffness×spleen diameter-to-platelet ratio risk score (LSPS), and platelet count/spleen diameter ratio (PSR) in evaluating the severity value of esophageal varices (EV) in patients with non-cirrhotic portal hypertension (NCPH). Methods: 111 cases of NCPH and 204 cases of hepatitis B cirrhosis who met the diagnostic criteria were included in the study. NCPH included 70 cases of idiopathic non-cirrhotic portal hypertension (INCPH) and 41 cases of nontumoral portal vein thrombosis (PVT). According to the severity of EV on endoscopy, they were divided into the low-bleeding-risk group (no/mild EV) and the high-bleeding-risk group (moderate/severe EV). The diagnostic value of Baveno VI and Expanded-Baveno VI criteria was verified to evaluate the value of LSPS and PSR for EV bleeding risk severity in NCPH patients. The t-test or Mann-Whitney U test was used to compare the measurement data between groups. Comparisons between counting data groups were performed using either the χ2 test or the Fisher exact probability method. Results: Considering endoscopy was the gold standard for diagnosis, the missed diagnosis rates of low/high bleeding risk EVs in INCPH/PVT patients with Baveno VI and Expanded-Baveno VI criteria were 50.0%/30.0% and 53.8%/50.0%, respectively. There were no statistically significant differences in platelet count (PLT), spleen diameter, liver stiffness (LSM), LSPS, and PSR between low-bleeding-risk and high-bleeding-risk groups in INCPH patients, and the area under the receiver operating characteristic curve (AUC) of LSPS and PSR was 0.564 and 0.592, respectively (P=0.372 and 0.202, respectively). There were statistically significant differences in PLT, spleen diameter, LSPS, and PSR between the low and high-bleeding risk groups in PVT patients, and the AUCs of LSPS and PSR were 0.796 and 0.833 (P=0.003 and 0.001, respectively). In patients with hepatitis B cirrhosis, the Baveno VI and Expanded-Baveno VI criteria were used to verify the low bleeding risk EV, and the missed diagnosis rates were 0 and 5.4%, respectively. There were statistically significant differences in PLT, spleen diameter, LSM, LSPS and PSR between the low-bleeding-risk and high-bleeding-risk groups (P<0.001). LSPS and PSR AUC were 0.867 and 0.789, respectively (P<0.05). Conclusion: Baveno VI and Expanded-Baveno VI criteria have a high missed diagnosis rate for EVs with low bleeding risk in patients with INPCH and PVT, while LSPS and PSR have certain value in evaluating EV bleeding risk in PVT patients, which requires further clinical research.

Evaluating the utility of the A.F. Genital System test for pathogen diagnosis in acute male urethritis.

This study evaluated the effectiveness of the A.F. Genital System (Liofilchem® , Italy) in detecting pathogens compared with multiplex real-time polymerase chain reaction (PCR) in men with acute urethritis. Men diagnosed as having acute urethritis between 1 April 2021 and 31 December 2021 were included. Urethral swab samples were obtained for A.F. Genital System and PCR testing in a randomly determined order. The efficacy of the A.F. Genital System was analysed by comparing the results of the two tests. The study included 83 patients (mean age 34.1±11.3years). A urethritis pathogen was detected in 69 patients (83.1%) by PCR and only 15 patients (18.1%) with the A.F. Genital System. The sensitivity of the A.F. Genital System in detecting acute urethritis pathogens was 21.7% (95% confidence interval [CI]: 13.6-32.8), and the specificity was 100% (95% CI: 78.5-100). Its sensitivity was 20% (95% CI: 7.1-45.2) in the diagnosis of gonococcal urethritis and 19.1% (95% CI: 11.2-30.4) in the diagnosis of non-gonococcal urethritis. PCR detected two or more urethritis pathogens in 9 patients (13.0%), while no polymicrobial infection was detected with the A.F. Genital System. Based on the results of multiplex real-time PCR, the A.F. Genital System had very low sensitivity in the detection of pathogens in acute male urethritis. It should be kept in mind that using this test in patients with acute urethritis may result in a high missed diagnosis rate for urethritis pathogens.

Preoperative diagnosis of hepatocellular carcinoma patients with bile duct tumor thrombus using deep learning method

Preoperative diagnosis of bile duct tumor thrombus (BDTT) is clinically important as the surgical prognosis of hepatocellular carcinoma (HCC) patients with BDTT is significantly different from that of patients without BDTT. Although dilated bile ducts (DBDs) can act as biomarkers for diagnosing BDTT, it is easy for doctors to ignore DBDs when reporting the imaging scan result, leading to a high missed diagnosis rate in practice. This study aims to develop an artificial intelligence (AI) pipeline for automatically diagnosing HCC patients with BDTT using medical images. The proposed AI pipeline includes two stages. First, the object detection neural network Faster R-CNN was adopted to identify DBDs; then, an HCC patient was diagnosed with BDTT if the proportion of images with at least one identified DBD exceeded some threshold value. Based on 2354 CT images collected from 32 HCC patients (16 with BDTT and 16 without BDTT, 1∶1 matched), the proposed AI pipeline achieves an average true positive rate of 0.92 for identifying DBDs per patient and a patient-level true positive rate of 0.81 for diagnosing BDTT. The AUC value of the patient-level diagnosis of BDTT is 0.94 (95% CI: 0.87, 1.00), compared with 0.71 (95% CI: 0.51, 0.90) achieved by random forest based on preoperative clinical variables. The high accuracies demonstrate that the proposed AI pipeline is successful in the diagnosis and localization of BDTT using CT images.

Single Shot Multibox Detector Automatic Polyp Detection Network Based on Gastrointestinal Endoscopic Images.

Purpose In order to resolve the situation of high missed diagnosis rate and high misdiagnosis rate of the pathological analysis of the gastrointestinal endoscopic images by experts, we propose an automatic polyp detection algorithm based on Single Shot Multibox Detector (SSD). Method In the paper, SSD is based on VGG-16, the fully connected layer is changed to a convolutional layer, and four convolutional layers with successively decreasing scales are added as a new network structure. In order to verify the practicability, it is not only compared with manual polyp detection but also with Mask R-CNN. Results Multiple experimental results show that the mean Average Precision (mAP) of the SSD network is 95.74%, which is 12.4% higher than the manual detection and 5.7% higher than the Mask R-CNN. When detecting a single frame of image, the detection speed of SSD is 8.41 times that of manual detection. Conclusion Based on the traditional pattern recognition algorithm and the target detection algorithm using deep learning, we select a variety of algorithms to identify and classify polyps to achieve efficient detection results. Our research demonstrates that deep learning has a lot of room for development in the field of gastrointestinal image recognition.

A Gratifying Step forward for the Application of Artificial Intelligence in the Field of Endoscopy: A Narrative Review.

Background:Endoscopy is the optimal choice of diagnosis of gastrointestinal (GI) diseases. Following the advancements made in medical technology, different kinds of novel endoscopy-methods have emerged. Although the significant progress in the penetration of endoscopic tools that have markedly improved the diagnostic rate of GI diseases, there are still some limitations, including instability of human diagnostic performance caused by intensive labor burden and high missed diagnosis rate of subtle lesions. Recently, artificial intelligence (AI) has been applied gradually to assist endoscopists in addressing these issues.Methods and Results:In this study, we provide an overview of the application of the AI technology in the field of endoscopy, as well as its current limitations and prospects. The result suggested that AI had a significantly higher diagnostic accuracy compared with human endoscopists in the diagnosis of GI diseases. With the help of AI technology, the diagnostic performances of nonexpert endoscopists had been improved considerably.Conclusion:AI technology still has several limitations, and there are still plenty of opportunities for improvement.

An analysis of clinicopathological characteristics and prognosis on hepatoid adenocarcinoma of stomach.

e16558 Background: Hepatoid adenocarcinoma of the stomach(HAS) is a rare type of gastric adenocarcinoma(GAC). At present, histopathology is the gold standard for the diagnosis of HAS, however, HAS is easy to be missed diagnosis, and lack of a perfect diagnosis system and effective treatment strategy. In this research, clinical pathological features will be analyzed to improve the diagnostic system, judge prognosis and provide clues for exploration of pathogenesis and targeted therapy of HAS. Methods: 576 cases including 5 confirmed patients with HAS were enrolled onto this study from 1320 patients with GAC. 10 cases of HAS were diagnosed by the second histopathological examination from the other 571 enrolled cases. 30 cases from the remaining 561 enrolled patients were randomly selected as the control group. The information of the two group cases were completed by collecting the existing case data, detecting the missed immunohistochemical indicators and telephone follow-up. The clinicopathological features of the two group cases were compared, and the treatment and prognosis of 15 HAS cases were analyzed. Results: In this study, 15 cases of HAS were found in 576 patients with GAC, including 5 cases from the 1st pathological diagnosis and 10 cases from the 2nd pathological diagnosis. There was no significant difference in age, gender, HP positive rate, serum CEA or CA19-9 level, tumor size, TNM stage, tumor invasion depth, lymph node invasion, distant metastasis rate, differentiation degree, nerve/vascular invasion, and Ki-67 expression level between the two groups( P&gt; 0.05). Compared with the control group, the serum AFP level, and the expression level of GPC3, AFP, EGFR and VEGF protein of patients in HAS group were significantly high, as well as the patients in the HAS group were more likely to develop liver metastasis( P&lt; 0.05). The mOS was 12 mo vs 42 mo for HAS group vs control group( P&lt; 0.05). Multivariate analysis showed immunohistochemical AFP staining intensity was an independent risk factor for prognosis of HAS. Conclusions: As a special type of GAC, HAS is prone to developing liver metastasis with poor prognosis. Based on the higher missed diagnosis rate of HAS, it is suggested to make 2nd cancer histopathological diagnosis including immunohistochemical detection of AFP and GPC3 for GAC patients with significantly increased serum AFP level. The intensity of immunohistochemical AFP staining is an independent risk factor for the prognosis of patients with HAS. VEGF, EGFR and PD-1 / PDL-1 may be potential therapeutic targets of HAS, which is worth further study.

The Prognosis of Blunt Bowel and Mesenteric Injury-the Pitfall in the Contemporary Image Survey.

Delayed diagnosis and intervention of blunt bowel and mesenteric injury (BBMI) is a hazard because of poor prognosis. Computed tomography (CT) is the standard imaging tool to evaluate blunt abdominal trauma (BAT). However, a high missed diagnosis rate for BMMI was reported. In this study, we would like to evaluate the presentation of CT in BBMI. Moreover, we want to evaluate the impact of deferred surgical intervention of BBMI on final prognosis. We performed a retrospective study from 2013–2017, including patients with BAT and BBMI who underwent surgical intervention. We evaluated clinical characteristics, CT images, and surgical timing, as well as analyzed the prognosis of BBMI. There were 6164 BAT patients and 188 BMI patients included. The most common characteristics of CT were free fluid (71.3%), free air (43.6%), and mesenteric infiltration (23.4%). There were no single characteristics of a CT image that can predict BBMI significantly. However, under close monitoring, we find that deferred intervention did not prolong the hospital and intensive care unit stays and did not worsen the prognosis and mortality.

Influencing factors on the detection rate of colorectal polyps in colonoscopy using repeated examination

Objective To study influencing factors on the detection rate of colorectal polyps by repeated examination in colonoscopy. Methods A total of 900 patients in the digestive endoscopy center of the People′s Hospital of Xinjiang Uygur Autonomous Region received colonoscopy, 300 patients were randomly selected for a second examination and they were selected for three times examination from August 2016 to March 2017. Objective factors for colonoscopy were strictly controlled during the examination, such as endoscopists′ experience, endoscopic operating method, cleansing degree of the intestine and withdrawal time. The characteristics of polyps were recorded, including number, location, shape, size and pathological types of polyps. The characteristics of polyps were compared between the same patient, and between the first-examination group, the second-examination group and the third-examination group. Logistic regression was used to analyze the independent influencing factors of missed diagnosis. Results A relatively high rate of missed diagnosis could occur in multiple polyps, ascending colon polyps, transverse colon polyps, sigmoid polyps, stepless polyps and small polyps ( 0.05). Logistic regression analysis showed that the number, location, shape and size of colorectal polyps were all independent factors influencing the detection rate(all P 0.05). Conclusion The number, location, shape and size of colorectal polyps are all independent factors influencing the detection rate. The detection rate of polyps may be improved by using the second colonoscopy. Key words: Intestinal polyps; Colonoscopy; Secondary colonoscopy

Incidence and diagnosis of Acute kidney injury in hospitalized adult patients: a retrospective observational study in a tertiary teaching Hospital in Southeast China

BackgroundAcute kidney injury (AKI) places a heavy burden on the healthcare system in China and is usually misdiagnosed. However, there are limited studies that have described the epidemiology and diagnosis of AKI in China. The aim of this study was to describe the incidence and diagnosis of AKI in hospitalized adult patients in a tertiary teaching hospital in southeast China.MethodsAll adult patients hospitalized from October 1, 2013 to September 30, 2014 in the First Affiliated Hospital of Nanjing Medical University were screened using the Lab Administration Network. AKI definition and staging were based on the KDIGO AKI criteria. Demographic characteristics, laboratory examination, clinical data, and clinical outcomes of AKI patients were recorded and analyzed.ResultsThe incidence of AKI was 1.6% (1401/87196). The 30-day mortality was 35.3%. AKI stage 1, 2, 3 and RRT accounted for 38.0% (532/1401), 22.0% (309/1401), 40.0% (560/1401), and 16.3% (228/1401) of patients, respectively. The Renal, other Internal Medicine, Surgery, and ICU Departments accounted for 7.4%, 37.1%, 30.1%, and 25.4% of AKI patients, respectively. The timely diagnosis rate, delayed diagnosis rate, and missed diagnosis rate were 44% (616/1401), 3.3% (46/1401), and 52.7% (739/1401), respectively. Patients hospitalized in the Renal Department had the highest AKI diagnosis rate (89.3%, 88/103), while missed diagnosis rate of the surgical patients was as high as 75.1% (317/422). Multivariable logistic regression analysis indicated that presence of tumors, higher serum albumin, and AKI stage 1 were associated with failure to timely diagnose AKI, whereas presence of chronic kidney disease, oliguria, higher blood urea nitrogen, and greater number of organ failures correlated with earlier diagnosis.ConclusionsAKI was characterized by a high incidence, high short-term mortality, and high missed diagnosis rate in hospitalized adult patients in our hospital. Interventions for improving diagnosis of AKI are urgently needed.

Clinical application and progress of Tei index

Currently, heart failure is one common disease causing serious damage to children′s health and life which has high missed diagnosis rate and mortality.Accurate and effective evaluation of pediatric cardiac function is of great importance in the treatment, surveillance and prognosis of disease.Tei index was first presented by Japanese scholars as a new comprehensive indicator of global (combined systolic and diastolic) myocardial function.It was defined as a ratio between the sum of isovolumic times (ICT and IRT) and ejection time (ET). This index can be measured by a simple, reproducible and non-invasive method regardless of changes in the heart rate or ventricular shape and other external factors.The sensitivity for ventricular dysfunction could be high.Tei index has been used more and more often in the clinical evaluation of cardiac function especially in children.This paper reviews the measurement methods, related factors and pediatric clinical application progress of Tei index. Key words: Echocardiography; Tei index; Pediatric cardiac function

Clinical analysis of 20 cases of synchronous multi-primary esophageal carcinomas

To explore the clinicopathologic findings, endoscopic features and preoperative diagnostic rates of synchronous multi-primary esophageal carcinomas. A total of 602 inpatients were diagnosed as esophageal carcinomas from January 1990 to April 2012. According to Warren's criteria, 20 cases of synchronous multi-primary esophageal carcinomas were enrolled. There were 13 males and 7 females with a mean age of (62 ± 11) years at the onset of diagnosis. Clinicopathologic features and diagnostic methods were studied retrospectively. There were a total of 45 synchronous multi-primary esophageal carcinomas. Most lesions occurred in middle and lower thoracic esophagus (40 lesions, 88.9%) and were of fungating type (27 lesions, 60.0%) under endoscopy. Histologically the most common type was squamous cell carcinoma (36 lesions, 80.0%). Eleven cases of upper gastro-enterography (n = 15) and 6 cases of endoscopy (n = 11) were miss-diagnosed respectively. Because of a high rate of missed diagnosis, a clinician should be aware of multi-esophageal carcinomas. It is important to perform upper gastro-enterography, abdominal computed tomography and endoscopy conscientiously to improve the diagnosis.

Clinicopathologic study of von Hippel-Lindau syndrome-related and sporadic hemangioblastomas of central nervous system

To study clinicopathologic features, diagnosis, treatment and prognosis of von Hippel-Lindau (VHL) syndrome-related and sporadic hemangioblastomas of the central nervous system (CNS-HB). Histopathological, ultrastructural, immunohistochemical (EnVision method) and clinical features of 21 VHL syndrome and 63 sporadic CNS-HB cases were studied with correlation of the available follow-up information. Twenty-one VHL patients accompanied with a total of 87 CNS-HBs, including one patient of developing 12 HBs within 13 years. There were 10 patients presenting other lesions related to VHL, including 6 retinal HBs, 4 pancreatic tumors (endocrine tumor and microcystic cystadenoma), 1 clear renal cell carcinoma, 4 renal cysts and 1 endolymphatic sac tumor. One patient developed 5 different tumors related to VHL within a period of 4 years. In the 63 cases of sporadic CNS-HB (34 male and 29 female), the mean age was 43.0 years. Among the 18 VHL syndrome patients with available follow-up information, 14 were still alive and within them, 4 became disabled and 11 had developed new lesions. The other 4 patients died. Among the 42 patients of sporadic HB with follow-up information, 39 were alive including 3 disabled cases, and the other 3 died. Histologically, the tumors showed large and vacuolated stromal cells. Some tumors showed atypical nuclei. Involvement of the brain tissue was seen in 32 cases, among which, 21 patients with available follow-up information were learnt to be alive. Tumor cells of HB stained positive for vimentin, EGFR, Inhibin alpha and D2-40, but negative for CD34 and CD68. In 3 cases of HB, some stromal cells were positive for GFAP. All cases showed a low expression for Ki-67, except 2 cases with 2% and 1 case with 5% Ki-67 indices. VHL syndrome is a multisystem disorder with a poor prognosis and a high rate of missed diagnosis. The syndrome is characterized by development of various benign and malignant tumors. The most common tumor is CNS-HB, which occurs predominantly in the cerebellum. Patients with VHL syndrome tend to present at a younger age than patients with sporadic CNS-HBs, and VHL related HB occurs more predominantly in the brain stem and spinal cord. Prognosis of CNS-HB patients is not correlated with the nuclear atypicality, expression for Ki-67 and involvement of the brain tissue. Because new lesions may develop during the patient's lifetime. So that, regular clinical inspection is recommended in order to check up the development of any new lesions.