Diffusion tensor imaging (DTI) is a rapid development technology in recent years of magnetic resonance imaging. The diffusion tensor interpolation is a very important procedure in DTI image processing. The traditional spectral quaternion interpolation method revises the direction of the interpolation tensor and can preserve tensors anisotropy, but the method does not revise the size of tensors. The present study puts forward an improved spectral quaternion interpolation method on the basis of traditional spectral quaternion interpolation. Firstly, we decomposed diffusion tensors with the direction of tensors being represented by quaternion. Then we revised the size and direction of the tensor respectively according to different situations. Finally, we acquired the tensor of interpolation point by calculating the weighted average. We compared the improved method with the spectral quaternion method and the Log-Euclidean method by the simulation data and the real data. The results showed that the improved method could not only keep the monotonicity of the fractional anisotropy (FA) and the determinant of tensors, but also preserve the tensor anisotropy at the same time. In conclusion, the improved method provides a kind of important interpolation method for diffusion tensor image processing.
Magnetic resonance imaging(MRI) can obtain multi-modal images with different contrast, which provides rich information for clinical diagnosis. However, some contrast images are not scanned or the quality of the acquired images cannot meet the diagnostic requirements due to the difficulty of patient's cooperation or the limitation of scanning conditions. Image synthesis techniques have become a method to compensate for such image deficiencies. In recent years, deep learning has been widely used in the field of MRI synthesis. In this paper, a synthesis network based on multi-modal fusion is proposed, which firstly uses a feature encoder to encode the features of multiple unimodal images separately, and then fuses the features of different modal images through a feature fusion module, and finally generates the target modal image. The similarity measure between the target image and the predicted image in the network is improved by introducing a dynamic weighted combined loss function based on the spatial domain and K-space domain. After experimental validation and quantitative comparison, the multi-modal fusion deep learning network proposed in this paper can effectively synthesize high-quality MRI fluid-attenuated inversion recovery (FLAIR) images. In summary, the method proposed in this paper can reduce MRI scanning time of the patient, as well as solve the clinical problem of missing FLAIR images or image quality that is difficult to meet diagnostic requirements.
ObjectiveTo summarize the research progress of near infra-red fluorescence imaging (NIRFI) in biliary tract surgery, and to provide protection for improvements of therapeutic effect and safety of biliary tract surgery.MethodThe relevant literatures about studies on NIRFI in the biliary tract surgery in recent years were reviewed.ResultsThe NIRFI had been preliminarily used in the surgical treatment of benign and malignant biliary diseases, and had shown its unique value in cholangiography. It provided a new method for effectively avoiding surgical complications, shortening operation time, reducing the rate of conversion to open surgery, evaluating blood supply of bile duct and improving the safety of operation.ConclusionsNIRFI has achieved notable successes in treatment of biliary tract diseases. With future application of fluorescence imaging in near infra-red Ⅱ window and new specific fluorescence targeting molecules, this technique will highlight its more important values in biliary surgery.
ObjectiveTo analyze the causes of unrelieved epilepsy thoroughly in children with isolated focal cortical dysplasia (FCD) based on MRI.MethodsRetrospective analysis of MRI and clinical data of 21 children with isolated FCD during July 2014 to January 2018, which confirmed by pathology and unrelieved thoroughly after operation performed, the pathological types and MRI signs were analyzed, as well as the frequency of different MRI signs in FCD of each pathological type. Analyzed the possible factors of surgical failure.ResultsAmong the 21 cases, there were 15 males and 6 females, with an average age of (5.7±0.3) years and an average course of disease of (3.4±0.5) years.MRI signs of this part of the children were mainly manifested by blurred focal gray matter boundaries, abnormal cortical structure changes (thickening and/or thinning), transmantle signs (abnormal cone signals extending from subcortical white matter to the ventricle) and abnormal gray matter signals, which were similar to MRI signs of FCD with satisfactory postoperative epilepsy control. 17 cases (80.9%) appeared epileptic discharge after operation in the EEG monitoring area 2 weeks to 6 months, FCD type I and type Ⅱ accounted for 35.3%, 64.7% respectively. During intraoperative EEG monitoring, no epileptiform discharge was observed in the transmantle sign region in 6 cases, and the region was retained, and only the surrounding abnormal discharge cortex was removed, complete removal of the tansmantle sign and surrounding abnormal discharge area was performed in 2 cases, and different degrees of epileptic epilepsy were observed in both methods.ConclusionMRI signs of isolated FCD with unrelieved epilepsy after operation were nonspecific, there were still epilepsy of varying degrees after all epileptogenic lesions have been removed, the cause may be related to potential epileptic factors.
Liver cancer is one of the world’s most prevalent malignancies, and is also the third leading cause of cancer death in China. Hepatitis and cirrhosis background is a major feature of liver cancer patients in China, which makes specific requirements that suits the national conditions in many aspects of prevention and control like screening diagnosis, treatment options, and prognosis follow-up. The Specifications for Diagnosis and Treatment of Primary Liver Cancer (2017 Edition), which is based on China’s practice, proposes liver cancer staging in line with China’s national conditions and forms a multi-disciplinary joint diagnosis and treatment model based on surgical treatment. Liver transplantation is included in liver cancer as one of the surgical treatments option. It also emphasizes the support of evidence-based medicine. The Specifications for Diagnosis and Treatment of Primary Liver Cancer (2017 Edition) may have laid a solid foundation for future diagnosis and treatment of liver cancer in China.
The cardiac conduction system (CCS) is a set of specialized myocardial pathways that spontaneously generate and conduct impulses transmitting throughout the heart, and causing the coordinated contractions of all parts of the heart. A comprehensive understanding of the anatomical characteristics of the CCS in the heart is the basis of studying cardiac electrophysiology and treating conduction-related diseases. It is also the key of avoiding damage to the CCS during open heart surgery. How to identify and locate the CCS has always been a hot topic in researches. Here, we review the histological imaging methods of the CCS and the specific molecular markers, as well as the exploration for localization and visualization of the CCS. We especially put emphasis on the clinical application prospects and the future development directions of non-destructive imaging technology and real-time localization methods of the CCS that have emerged in recent years.
Objective To clarify relationship between signal heterogeneity on hepatobiliary phase of gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid (Gd-EOB-DTPA)-enhanced MRI and prognosis of hepatocellular carcinoma (HCC). Methods From January 2014 to January 2017 in the First Affiliated Hospital of Chongqing Medical University, a total of 77 patients with the pathologically proved HCC underwent Gd-EOB-DTPA-enhanced MRI prior to surgery were included in this study. On the basis of the signal heterogeneity in the hepatobiliary phase, the included patients were designed to homogeneous hypointensity group and heterogeneous hyperintensity group. The disease-free survival time were compared between the 2 groups and it’s influencing factors were analyzed. Results Seventy-seven patients with HCC were included, including 45 cases of homogeneous hypointensity and 32 cases of heterogeneous hyperintensity. There were no significant differences in the age, gender, etiology, liver function, alpha-fetoprotein, differentiated degree, Child-Pugh grade, lesion diameter, lesion border, and number of lesions between the 2 groups (P>0.05). However, the HCC patients with heterogeneous hyperintensity had a later BCLC staging (P=0.001). The disease-free survival time of the patients with homogeneous hypointensity and heterogeneous hyperintensity was (17.0±9.8) months and (12.4±10.4)months, respectively. The Kaplan-Meier survival curve showed that the disease-free survival time in the patients with homogeneous hypointensity was significantly better than that in the patients with heterogeneous hyperintensity (P=0.020). The results of univariate analysis showed that the other confounding factors had no effect on the disease-free survival time of patients with hepatocellular carcinoma (P>0.05) except for the signal of hepatobiliary phase (P<0.05). Furthermore, the hepatobiliary phase signal, BCLC stage, and degree of differentiation, which might be clinically considered as potentially influencing for the prognosis of patients with HCC, were included in the Cox multivariate proportional hazard regression model and found that the heterogeneous hyperintensity was still the risk factor of the disease-free survival rate in patients with HCC (P=0.047). Conclusion Signal heterogeneity on hepatobiliary phase of Gd-EOB-DTPA-enhanced MRI is related to prognosis of patients with HCC, heterogeneous hyperintensity may indicate a lower disease-free survival rate.
ObjectiveTo summarize the application of magnetic resonance imaging (MRI) in the evaluation of pancreatic exocrine function.MethodIn this paper, we reviewed and summarized the related literatures about the application of MRI in the field of pancreatic exocrine function evaluation in recent years.ResultsA variety of MRI techniques could be used to detect the pancreatic exocrine function. In addition to conventional MRI techniques, there were also MRI stimulated by pancreatic secretions, cine (dynamic) cholangiopancreatography based on space selective reverse recovery pulse, and so on.ConclusionThe new MRI techniques have potential for semi-quantitative and quantitative evaluation of pancreatic exocrine function.
Objective To investigate the correlation of red blood cell distribution width (RDW) and neutrophil to lymphocyte ratio (NLR) with total imaging load of cerebral small vessel disease (CSVD), and the clinical diagnostic value of RDW, NLR and their combined indicators for high load of CSVD imaging. Methods The medical records of CSVD patients hospitalized in the Department of Neurology of Baotou Central Hospital between October 2018 and October 2022 were retrospective collected. The total imaging load of CSVD was obtained by evaluating the cranial MRI and divided into a low load group and a high load group. The general clinical data, past medical history, and blood biochemical indicators were compared between the two groups. The correlation analysis method was used to analyze the relationship between the relevant indicators and the total imaging load. Logistic regression analysis was used to analyze the risk factors of the total imaging load of CSVD. The receiver operating characteristic (ROC) curve was used to evaluate the diagnostic value of the detection indicators for clinical diagnosis. Results A total of 320 patients were included. Among them, there were 201 cases (62.81%) in the low load imaging group and 119 cases (37.19%) in the high load imaging group. Excepted for age, gender, history of hypertension, RDW, and NLR (P<0.05), there was no statistically significant difference in the comparison of other indicators between the two groups (P>0.05). Spearman correlation analysis showed that RDW (r=0.445, P<0.001) and NLR (r=0.309, P<0.001) were positively correlated with the total imaging load of CSVD. The results of multivariate logistic regression analysis showed that age, male gender, RDW, and NLR were risk factors for high imaging load of CSVD. The areas under the ROC curve of RDW, NLR, and their combined indicators were 0.733, 0.644, and 0.792, respectively.Conclusions In patients with CSVD, the levels of RDW and NLR are related to the total imaging load of CSVD, which are independent risk factors for high imaging load of CSVD. The levels of RDW and NLR have clinical diagnostic value in predicting CSVD high load.
Objective To improve the knowledge of cryptogenic organizing pneumonia ( COP) , and reduce misdiagnosis and mistreatment. Methods The medical records of 22 patients with biopsy-proven COP from January 2006 to October 2011 were retrospectively reviewed. The clinical presentation, laboratory data, radiographic results and treatment were collected and analyzed. Results The clinical presentations were nonspecific, and the most common symptomof COPwas cough ( 95. 45% ) . The laboratory data analysis revealed that elevated erythrocyte sedimentation rate in 71. 43% of the COP patients. The COP patients usually presented with a restrictive ventilation dysfunction and decreased diffuse function on pulmonary function test. The most common patterns of lung abnormality on chest CT scan were bilaterally multifocal patchy consolidation or ground-glass opacification ( 63. 64% ) , which distributed along the bronchovascular bundles or subpleural lungs. Patchy consolidation with air bronchograms was also a common feature ( 54. 55% ) . Migration over time and spontaneous remission of consolidation were important pointers.Histopathology by transbronchial lung biopsy was a valuable means for diagnosis. The majority of COP patients were non-response to antibiotics, but responded rapidly and completely to oral administration of corticosteroids with good prognosis. Conclusions The clinical presentations and laboratory data of COP patients are nonspecific. Initial imaging findings of COP are similar with pneumonia. Strengthening the recognition of COP is conducive to reducing misdiagnosis and reasonable antibiotics use.