AIM:To investigate whether liver lobe volume and albumin(ALB) could predict the presence and severity of liver cirrhosis,and esophageal varices.METHODS:Seventy-one cirrhotic patients with hepatitis B and 21 healthy in...AIM:To investigate whether liver lobe volume and albumin(ALB) could predict the presence and severity of liver cirrhosis,and esophageal varices.METHODS:Seventy-one cirrhotic patients with hepatitis B and 21 healthy individuals were enrolled in this study.All the participants underwent abdominal enhanced magnetic resonance imaging to measure each liver lobe volume,and biochemical workup for testing ALB and Child-Pugh class.All cirrhotic patients underwent upper gastrointestinal endoscopy to show the presence of cirrhotic esophageal varices.Right liver lobe volume(RV),left medial liver lobe volume(LMV),left lateral liver lobe volume(LLV),and caudate lobe volume(CV) were measured using enhanced magnetic resonance imaging.The ratios of RV to ALB(RV/ALB),LMV to ALB(LMV/ALB),LLV to ALB(LLV/ALB) and CV to ALB(CV/ALB) were calculated.Statistical analyses were performed to determine whether and how the combination of liver lobe volume measured using magnetic resonance imaging and albumin could predict the presence and severity of liver cirrhosis,and the presence of esophageal varices.RESULTS:RV,LMV,LLV and CV decreased(r =-0.51-0.373; all P < 0.05),while RV/ALB increased(r = 0.424; P < 0.05),with the progress of Child-Pugh classof liver cirrhosis.RV,LMV,CV,LLV/ALB and CV/ALB could identify presence of liver cirrhosis; LLV and LMV could distinguish Child-Pugh class A from B; RV,LMV,LLV,CV,RV/ALB and LLV/ALB could distinguish class A from C; RV and LLV/ALB could differentiate B from C; and RV,RV/ALB and CV/ALB could identify presence of esophageal varices(all P < 0.05).Among these parameters,CV/ALB could best identify the presence of liver cirrhosis,with an area under receiver operating characteristic curve(AUC) of 0.860,a sensitivity of 82.0% and a specificity of 83.0%.LLV could best distinguish class A from B,with an AUC of 0.761,a sensitivity of 74.4% and a specificity of 73.1%.RV could best distinguish class A from C,with an AUC of 0.900,a sensitivity of 90.3% and a specificity of 84.5%.LLV/ALB could best distinguish class B from C,with an AUC of 0.900,a sensitivity of 93.8% and a specificity of 81.5%.RV/ALB could best identify esophageal varices,with an AUC of 0.890,a sensitivity of 80.0% and a specificity of 83.5%.CONCLUSION:The combination of liver lobe volume and ALB has potential to identify presence and severity of cirrhosis,and presence of esophageal varices.展开更多
AIM:to study the prevalence and patterns of hepatic abnormal perfusion(HAP)visible by magnetic resonance imaging(MRI)in acute pancreatitis(AP).METHODS:Enhanced abdominal MRI was performed on 51 patients with AP.these ...AIM:to study the prevalence and patterns of hepatic abnormal perfusion(HAP)visible by magnetic resonance imaging(MRI)in acute pancreatitis(AP).METHODS:Enhanced abdominal MRI was performed on 51 patients with AP.these patients were divided into two groups according to the MRI results:those with signs of gallstones,cholecystitis,common bile duct(CBD)stones or dilatation of the CBD on MRI and those without.the prevalence,shape and distribution of HAP in the two groups were analyzed and compared.the severity of AP was graded using the MR severity index(MRSI).the correlation between the MRSI and HAP was then analyzed.RESULTS:Of the 51 patients with AP,32(63%)showed at least one sign of gallbladder and CBD abnormalities on the MR images,while 19(37%)showed no sign of gallbladder or CBD abnormalities.Nineteen patients(37%)had HAP visible in the enhanced images,including strip-,wedge-or patch-shaped HAP distributed in the hepatic tissue adjacent to the gallbladder and left and right liver lobes.there were no significant differences in the prevalence of HAP(χ2=0.305,P=0.581>0.05)or HAP distribution in the liver(χ2=2.181,P=0.536>0.05)between patients with and without gallbladder and CBD abnormalities.there were no significant differences in the MRSI score between patients with and without HAP(t=0.559,P=0.552>0.05).HAP was not correlated with the MRSI score.CONCLUSION:HAP is common in patients with AP and appears strip-,patch-or wedge-shaped on MRI.HAP on MRI cannot be used to indicate the severity of AP.展开更多
Background Evaluation of fetal central nervous system (CNS) agenesis by ultrasonography (US) is frequently limited, but magnetic resonance imaging (MRI) has its own advantages and is gaining popularity in displa...Background Evaluation of fetal central nervous system (CNS) agenesis by ultrasonography (US) is frequently limited, but magnetic resonance imaging (MRI) has its own advantages and is gaining popularity in displaying suspected fetal anomalies. The purpose of this study was to explore the value of MRI in detecting fetal CNS agenesls. Methods Thirty-four women (aged from 22 to 35 years, average 27 years) with complicated pregnancies (16-- 39 weeks of gestation, average 30 weeks) were examined with a 1.5 T superconductive MR unit within 24 hours after ultrasonography. Half-Fourier acquisition single-shot turbo spin-echo (HASTE) T2-weighted imaging (T2WI) sequence were performed in all patients, and fast low angle shot (FLASH) T1-weighted imaging (T1WI) sequence were applied sequentially in seven of them. Comparison of the results was made between the MRI and US findings as well as autopsy or postnatal follow-up MRI findings. Results The gyms, sulcus, corpus callosum, thalamus, cerebellum, brainstem, and spinal cord of fetus were shown more clearly on T2-weighted MR images than on T1-weighted MR images. MRI corrected the diagnosis of US in 10 cases (10/34, 29.41%) and the diagnosis was missed only in 1 case (1/34, 2.94%). Conclusion MRI has advantages to US in detecting fetal CNS anomalies and is a supplement to US in complicated pregnancies.展开更多
To the Editor: Non-arteritic anterior ischemic optic neuropathy (NAION), characterized by a sudden onset of unilateral painless visual loss and a swollen optic disc, is the most common form of acute optic neuropathy i...To the Editor: Non-arteritic anterior ischemic optic neuropathy (NAION), characterized by a sudden onset of unilateral painless visual loss and a swollen optic disc, is the most common form of acute optic neuropathy in patients over 50 years of age.[1] The pathogenesis of NAION remains unclear, but most histopathological studies support the concept of vasculopathic occlusion in the region of the short posterior ciliary arteries.[2] Functional magnetic resonance imaging (fMRI) is one of the most widely used non-invasive techniques for measuring brain function over time in vivo. To the best of our knowledge, only one study has investigated the effects of stimulating the affected eye in the extra-visual areas in NAION in humans.[3]However, this previous study only examined task-state fMRI, and lacked a measure of resting-state fMRI (rs-fMRI). Thus, it remains unclear whether regional spontaneous brain changes are limited to the visual system.展开更多
Our previous study used regional homogeneity analysis and found that activity in some brain areas of patients with ischemic stroke changed significantly. In the current study, we examined structural changes in these b...Our previous study used regional homogeneity analysis and found that activity in some brain areas of patients with ischemic stroke changed significantly. In the current study, we examined structural changes in these brain regions by taking structural magnetic resonance imaging scans of 11 ischemic stroke patients and 15 healthy participants, and analyzing the data using voxel-based morphometry. Compared with healthy participants, patients exhibited higher gray matter density in the left inferior occipital gyrus and right anterior white matter tract. In contrast, gray matter density in the right cerebellum, left precentral gyrus, right middle frontal gyrus, and left middle temporal gyrus was less in ischemic stroke patients. The changes of gray matter density in the middle frontal gyrus were negatively associated with the clin- ical rating scales of the Fugl-Meyer Motor Assessment (r = -0.609, P = 0.047) and the left middle temporal gyrus was negatively correlated with the clinical rating scales of the nervous functional deficiency scale (r = -0.737, P = 0.010). Our findings call objectively identify the functional abnormality in some brain regions of ischemic stroke patients.展开更多
BACKGROUND Gastric duplication cysts(GDCs)are a relatively uncommon congenital developmental abnormality,mainly occurring in infants but very rarely in adults.Because of the variability in clinical presentation,it is ...BACKGROUND Gastric duplication cysts(GDCs)are a relatively uncommon congenital developmental abnormality,mainly occurring in infants but very rarely in adults.Because of the variability in clinical presentation,it is often quite challenging to diagnose GDCs in adults.We are presenting a case report of an adult diagnosed operatively as having a GDC with a literature review to summarize clinical and imaging features and the treatment selections of GDCs in adults so that doctors could have a comprehensive understanding of this disease and make a precise diagnosis and a suitable therapeutic decision for patients.CASE SUMMARY A 51-year-old man presented with recurrent epigastric pain and fullness for two years.No significant findings were noted during physical examination and routine blood tests were unremarkable.An abdominal ultrasound revealed a large cyst in the upper left abdominal quadrant.A following contrast-enhanced abdominal computed tomography(CT)scan demonstrated a hypodense cystic lesion between the spleen and stomach.The lesion had scattered calcification in the cyst wall without any significant enhancement.The lesion was initially thought to be a cystic lymphangioma.The patient underwent a surgical resection and intraoperatively it was noted that the lesion was closely adherent to the greater curvature of the stomach.Subsequently,a resection of the gastric mass along with a partial gastrectomy was performed.The patient recovered quickly with a complete symptomatic relief and did not show any further complications during the 8-month follow-up.CONCLUSION GDCs are quite rare in adults,with a multitude of symptoms,which is quite challenging for precise diagnosis before histological examination.Some imaging techniques involving CT,magnetic resonance imaging,and endoscopic ultrasound could provide valuable morphological features for differential diagnosis.展开更多
This paper aims to meet the requirements of reducing the scanning time of magnetic resonance imaging (MRI), accelerating MRI and reconstructing a high quality image from less acquisition data as much as possible. MR...This paper aims to meet the requirements of reducing the scanning time of magnetic resonance imaging (MRI), accelerating MRI and reconstructing a high quality image from less acquisition data as much as possible. MRI method based on compressed sensing (CS) with multiple regularizations (two regularizations including total variation (TV) norm and L1 norm or three regularizations consisting of total variation, L1 norm and wavelet tree structure) is proposed in this paper, which is implemented by applying split augmented lagrangian shrinkage algorithm (SALSA). To solve magnetic resonance image reconstruction problems with linear combinations of total variation and L1 norm, we utilized composite spht denoising (CSD) to split the original complex problem into TV norm and L1 norm regularization subproblems which were simple and easy to be solved respectively in this paper. The reconstructed image was obtained from the weighted average of solutions from two subprohlems in an iterative framework. Because each of the splitted subproblems can be regarded as MRI model based on CS with single regularization, and for solving the kind of model, split augmented lagrange algorithm has advantage over existing fast algorithm such as fast iterative shrinkage thresholding(FIST) and two step iterative shrinkage thresholding (TWIST) in convergence speed. Therefore, we proposed to adopt SALSA to solve the subproblems. Moreover, in order to solve magnetic resonance image reconstruction problems with linear combinations of total variation, L1 norm and wavelet tree structure, we can split the original problem into three subproblems in the same manner, which can be processed by existing iteration scheme. A great deal of experimental results show that the proposed methods can effectively reconstruct the original image. Compared with existing algorithms such as TVCMRI, RecPF, CSA, FCSA and WaTMRI, the proposed methods have greatly improved the quality of the reconstructed images and have better visual effect.展开更多
Schizophrenia(SZ)is one of the most common mental diseases.Its main characteristics are abnormal social behavior and inability to correctly understand real things.In recent years,the magnetic resonance imaging(MRI)tec...Schizophrenia(SZ)is one of the most common mental diseases.Its main characteristics are abnormal social behavior and inability to correctly understand real things.In recent years,the magnetic resonance imaging(MRI)technique has been popularly utilized to study SZ.However,it is still a great challenge to reveal the essential information contained in the MRI data.In this paper,we proposed a biomarker selection approach based on the multiple hypothesis testing techniques to explore the difference between SZ and healthy controls by using both functional and structural MRI data,in which biomarkers represent both abnormal brain functional connectivity and abnormal brain regions.By implementing the biomarker selection approach,six abnormal brain regions and twenty-three abnormal functional connectivity in the brains of SZ are explored.It is discovered that compared with healthy controls,the significantly reduced gray matter volumes are mainly distributed in the limbic lobe and the basal ganglia,and the significantly increased gray matter volumes are distributed in the frontal gyrus.Meanwhile,it is revealed that the significantly strengthened connections are those between the middle frontal gyrus and the superior occipital gyrus,the superior occipital gyrus and the middle occipital gyrus as well as the middle occipital gyrus and the fusiform gyrus,and the rest connections are significantly weakened.展开更多
BACKGROUND Crohn’s disease(CD)is a chronic inflammatory bowel disorder that progresses to bowel damage(BD)over time.An image-based index,the Lémann index(LI),has been developed to measure cumulative BD.AIM To ch...BACKGROUND Crohn’s disease(CD)is a chronic inflammatory bowel disorder that progresses to bowel damage(BD)over time.An image-based index,the Lémann index(LI),has been developed to measure cumulative BD.AIM To characterize the long-term progression of BD in CD based on changes in the LI and to determine risk factors for long-term progression.METHODS This was a single-center longitudinal cohort study.Patients who had participated in prospective studies on the accuracy of magnetic resonance imaging using endoscopy as a gold standard and who had a follow-up of at least 5 years were reevaluated after 5-12 years.RESULTS Seventy-two patients were included.LI increased in 38 patients(52.8%),remained unchanged in 9 patients(12.5%),and decreased in 25 patients(34.7%).The small bowel score and surgery subscale significantly increased(P=0.002 and P=0.001,respectively),whereas the fistulizing subscale significantly decreased(P=0.001).Baseline parameters associated with BD progression were ileal location(P=0.026),CD phenotype[stricturing,fistulizing,or both(P=0.007,P=0.006,and P=0.035,respectively)],disease duration>10 years(P=0.019),and baseline LI stricturing score(P=0.049).No correlation was observed between BD progression and baseline clinical activity,biological markers,or severity of endoscopic lesions.CONCLUSION BD,as assessed by the LI,progressed in half of the patients with CD over a period of 5-12 years.The main determinants of BD progression were ileal location,stricturing/fistulizing phenotype,and disease duration.展开更多
基金Supported by National Natural Science Foundation of China,No.81050033Key Projects in the Sichuan Province Science and Technology Pillar Program,No.2011SZ0237+2 种基金the Science Foundation for Distinguished Young Scholars of Sichuan Province in China,No.2010JQ0039Key Science and Technology Project of Chinese Ministry of Public Health,No.2014114Natural Science Key Project of North Sichuan Medical College,No.CBY12-A-ZD03
文摘AIM:To investigate whether liver lobe volume and albumin(ALB) could predict the presence and severity of liver cirrhosis,and esophageal varices.METHODS:Seventy-one cirrhotic patients with hepatitis B and 21 healthy individuals were enrolled in this study.All the participants underwent abdominal enhanced magnetic resonance imaging to measure each liver lobe volume,and biochemical workup for testing ALB and Child-Pugh class.All cirrhotic patients underwent upper gastrointestinal endoscopy to show the presence of cirrhotic esophageal varices.Right liver lobe volume(RV),left medial liver lobe volume(LMV),left lateral liver lobe volume(LLV),and caudate lobe volume(CV) were measured using enhanced magnetic resonance imaging.The ratios of RV to ALB(RV/ALB),LMV to ALB(LMV/ALB),LLV to ALB(LLV/ALB) and CV to ALB(CV/ALB) were calculated.Statistical analyses were performed to determine whether and how the combination of liver lobe volume measured using magnetic resonance imaging and albumin could predict the presence and severity of liver cirrhosis,and the presence of esophageal varices.RESULTS:RV,LMV,LLV and CV decreased(r =-0.51-0.373; all P < 0.05),while RV/ALB increased(r = 0.424; P < 0.05),with the progress of Child-Pugh classof liver cirrhosis.RV,LMV,CV,LLV/ALB and CV/ALB could identify presence of liver cirrhosis; LLV and LMV could distinguish Child-Pugh class A from B; RV,LMV,LLV,CV,RV/ALB and LLV/ALB could distinguish class A from C; RV and LLV/ALB could differentiate B from C; and RV,RV/ALB and CV/ALB could identify presence of esophageal varices(all P < 0.05).Among these parameters,CV/ALB could best identify the presence of liver cirrhosis,with an area under receiver operating characteristic curve(AUC) of 0.860,a sensitivity of 82.0% and a specificity of 83.0%.LLV could best distinguish class A from B,with an AUC of 0.761,a sensitivity of 74.4% and a specificity of 73.1%.RV could best distinguish class A from C,with an AUC of 0.900,a sensitivity of 90.3% and a specificity of 84.5%.LLV/ALB could best distinguish class B from C,with an AUC of 0.900,a sensitivity of 93.8% and a specificity of 81.5%.RV/ALB could best identify esophageal varices,with an AUC of 0.890,a sensitivity of 80.0% and a specificity of 83.5%.CONCLUSION:The combination of liver lobe volume and ALB has potential to identify presence and severity of cirrhosis,and presence of esophageal varices.
文摘AIM:to study the prevalence and patterns of hepatic abnormal perfusion(HAP)visible by magnetic resonance imaging(MRI)in acute pancreatitis(AP).METHODS:Enhanced abdominal MRI was performed on 51 patients with AP.these patients were divided into two groups according to the MRI results:those with signs of gallstones,cholecystitis,common bile duct(CBD)stones or dilatation of the CBD on MRI and those without.the prevalence,shape and distribution of HAP in the two groups were analyzed and compared.the severity of AP was graded using the MR severity index(MRSI).the correlation between the MRSI and HAP was then analyzed.RESULTS:Of the 51 patients with AP,32(63%)showed at least one sign of gallbladder and CBD abnormalities on the MR images,while 19(37%)showed no sign of gallbladder or CBD abnormalities.Nineteen patients(37%)had HAP visible in the enhanced images,including strip-,wedge-or patch-shaped HAP distributed in the hepatic tissue adjacent to the gallbladder and left and right liver lobes.there were no significant differences in the prevalence of HAP(χ2=0.305,P=0.581>0.05)or HAP distribution in the liver(χ2=2.181,P=0.536>0.05)between patients with and without gallbladder and CBD abnormalities.there were no significant differences in the MRSI score between patients with and without HAP(t=0.559,P=0.552>0.05).HAP was not correlated with the MRSI score.CONCLUSION:HAP is common in patients with AP and appears strip-,patch-or wedge-shaped on MRI.HAP on MRI cannot be used to indicate the severity of AP.
文摘Background Evaluation of fetal central nervous system (CNS) agenesis by ultrasonography (US) is frequently limited, but magnetic resonance imaging (MRI) has its own advantages and is gaining popularity in displaying suspected fetal anomalies. The purpose of this study was to explore the value of MRI in detecting fetal CNS agenesls. Methods Thirty-four women (aged from 22 to 35 years, average 27 years) with complicated pregnancies (16-- 39 weeks of gestation, average 30 weeks) were examined with a 1.5 T superconductive MR unit within 24 hours after ultrasonography. Half-Fourier acquisition single-shot turbo spin-echo (HASTE) T2-weighted imaging (T2WI) sequence were performed in all patients, and fast low angle shot (FLASH) T1-weighted imaging (T1WI) sequence were applied sequentially in seven of them. Comparison of the results was made between the MRI and US findings as well as autopsy or postnatal follow-up MRI findings. Results The gyms, sulcus, corpus callosum, thalamus, cerebellum, brainstem, and spinal cord of fetus were shown more clearly on T2-weighted MR images than on T1-weighted MR images. MRI corrected the diagnosis of US in 10 cases (10/34, 29.41%) and the diagnosis was missed only in 1 case (1/34, 2.94%). Conclusion MRI has advantages to US in detecting fetal CNS anomalies and is a supplement to US in complicated pregnancies.
文摘To the Editor: Non-arteritic anterior ischemic optic neuropathy (NAION), characterized by a sudden onset of unilateral painless visual loss and a swollen optic disc, is the most common form of acute optic neuropathy in patients over 50 years of age.[1] The pathogenesis of NAION remains unclear, but most histopathological studies support the concept of vasculopathic occlusion in the region of the short posterior ciliary arteries.[2] Functional magnetic resonance imaging (fMRI) is one of the most widely used non-invasive techniques for measuring brain function over time in vivo. To the best of our knowledge, only one study has investigated the effects of stimulating the affected eye in the extra-visual areas in NAION in humans.[3]However, this previous study only examined task-state fMRI, and lacked a measure of resting-state fMRI (rs-fMRI). Thus, it remains unclear whether regional spontaneous brain changes are limited to the visual system.
基金financially supported by the National Program on Key Basic Research Project of China(973 Program)No.2012CB518501the National Natural Science Foundation of China,No.81072864
文摘Our previous study used regional homogeneity analysis and found that activity in some brain areas of patients with ischemic stroke changed significantly. In the current study, we examined structural changes in these brain regions by taking structural magnetic resonance imaging scans of 11 ischemic stroke patients and 15 healthy participants, and analyzing the data using voxel-based morphometry. Compared with healthy participants, patients exhibited higher gray matter density in the left inferior occipital gyrus and right anterior white matter tract. In contrast, gray matter density in the right cerebellum, left precentral gyrus, right middle frontal gyrus, and left middle temporal gyrus was less in ischemic stroke patients. The changes of gray matter density in the middle frontal gyrus were negatively associated with the clin- ical rating scales of the Fugl-Meyer Motor Assessment (r = -0.609, P = 0.047) and the left middle temporal gyrus was negatively correlated with the clinical rating scales of the nervous functional deficiency scale (r = -0.737, P = 0.010). Our findings call objectively identify the functional abnormality in some brain regions of ischemic stroke patients.
文摘BACKGROUND Gastric duplication cysts(GDCs)are a relatively uncommon congenital developmental abnormality,mainly occurring in infants but very rarely in adults.Because of the variability in clinical presentation,it is often quite challenging to diagnose GDCs in adults.We are presenting a case report of an adult diagnosed operatively as having a GDC with a literature review to summarize clinical and imaging features and the treatment selections of GDCs in adults so that doctors could have a comprehensive understanding of this disease and make a precise diagnosis and a suitable therapeutic decision for patients.CASE SUMMARY A 51-year-old man presented with recurrent epigastric pain and fullness for two years.No significant findings were noted during physical examination and routine blood tests were unremarkable.An abdominal ultrasound revealed a large cyst in the upper left abdominal quadrant.A following contrast-enhanced abdominal computed tomography(CT)scan demonstrated a hypodense cystic lesion between the spleen and stomach.The lesion had scattered calcification in the cyst wall without any significant enhancement.The lesion was initially thought to be a cystic lymphangioma.The patient underwent a surgical resection and intraoperatively it was noted that the lesion was closely adherent to the greater curvature of the stomach.Subsequently,a resection of the gastric mass along with a partial gastrectomy was performed.The patient recovered quickly with a complete symptomatic relief and did not show any further complications during the 8-month follow-up.CONCLUSION GDCs are quite rare in adults,with a multitude of symptoms,which is quite challenging for precise diagnosis before histological examination.Some imaging techniques involving CT,magnetic resonance imaging,and endoscopic ultrasound could provide valuable morphological features for differential diagnosis.
基金Natural Science Foundation of Chinagrant number:81371635+3 种基金Research Fund for the Doctoral Program of Higher Education of Chinagrant number:20120131110062Shandong Province Science and Technology Development Plangrant number:2013GGX10104
文摘This paper aims to meet the requirements of reducing the scanning time of magnetic resonance imaging (MRI), accelerating MRI and reconstructing a high quality image from less acquisition data as much as possible. MRI method based on compressed sensing (CS) with multiple regularizations (two regularizations including total variation (TV) norm and L1 norm or three regularizations consisting of total variation, L1 norm and wavelet tree structure) is proposed in this paper, which is implemented by applying split augmented lagrangian shrinkage algorithm (SALSA). To solve magnetic resonance image reconstruction problems with linear combinations of total variation and L1 norm, we utilized composite spht denoising (CSD) to split the original complex problem into TV norm and L1 norm regularization subproblems which were simple and easy to be solved respectively in this paper. The reconstructed image was obtained from the weighted average of solutions from two subprohlems in an iterative framework. Because each of the splitted subproblems can be regarded as MRI model based on CS with single regularization, and for solving the kind of model, split augmented lagrange algorithm has advantage over existing fast algorithm such as fast iterative shrinkage thresholding(FIST) and two step iterative shrinkage thresholding (TWIST) in convergence speed. Therefore, we proposed to adopt SALSA to solve the subproblems. Moreover, in order to solve magnetic resonance image reconstruction problems with linear combinations of total variation, L1 norm and wavelet tree structure, we can split the original problem into three subproblems in the same manner, which can be processed by existing iteration scheme. A great deal of experimental results show that the proposed methods can effectively reconstruct the original image. Compared with existing algorithms such as TVCMRI, RecPF, CSA, FCSA and WaTMRI, the proposed methods have greatly improved the quality of the reconstructed images and have better visual effect.
基金This work was supported by NSFC(No.11471006 and No.81601456),Science and Technology Innovation Plan of Xi’an(No.2019421315KYPT004JC006)and the HPC Platform,Xi’an Jiaotong University.
文摘Schizophrenia(SZ)is one of the most common mental diseases.Its main characteristics are abnormal social behavior and inability to correctly understand real things.In recent years,the magnetic resonance imaging(MRI)technique has been popularly utilized to study SZ.However,it is still a great challenge to reveal the essential information contained in the MRI data.In this paper,we proposed a biomarker selection approach based on the multiple hypothesis testing techniques to explore the difference between SZ and healthy controls by using both functional and structural MRI data,in which biomarkers represent both abnormal brain functional connectivity and abnormal brain regions.By implementing the biomarker selection approach,six abnormal brain regions and twenty-three abnormal functional connectivity in the brains of SZ are explored.It is discovered that compared with healthy controls,the significantly reduced gray matter volumes are mainly distributed in the limbic lobe and the basal ganglia,and the significantly increased gray matter volumes are distributed in the frontal gyrus.Meanwhile,it is revealed that the significantly strengthened connections are those between the middle frontal gyrus and the superior occipital gyrus,the superior occipital gyrus and the middle occipital gyrus as well as the middle occipital gyrus and the fusiform gyrus,and the rest connections are significantly weakened.
基金Supported by the Helmsley Charitable Trust Grant,No.2015PG-IBD005.
文摘BACKGROUND Crohn’s disease(CD)is a chronic inflammatory bowel disorder that progresses to bowel damage(BD)over time.An image-based index,the Lémann index(LI),has been developed to measure cumulative BD.AIM To characterize the long-term progression of BD in CD based on changes in the LI and to determine risk factors for long-term progression.METHODS This was a single-center longitudinal cohort study.Patients who had participated in prospective studies on the accuracy of magnetic resonance imaging using endoscopy as a gold standard and who had a follow-up of at least 5 years were reevaluated after 5-12 years.RESULTS Seventy-two patients were included.LI increased in 38 patients(52.8%),remained unchanged in 9 patients(12.5%),and decreased in 25 patients(34.7%).The small bowel score and surgery subscale significantly increased(P=0.002 and P=0.001,respectively),whereas the fistulizing subscale significantly decreased(P=0.001).Baseline parameters associated with BD progression were ileal location(P=0.026),CD phenotype[stricturing,fistulizing,or both(P=0.007,P=0.006,and P=0.035,respectively)],disease duration>10 years(P=0.019),and baseline LI stricturing score(P=0.049).No correlation was observed between BD progression and baseline clinical activity,biological markers,or severity of endoscopic lesions.CONCLUSION BD,as assessed by the LI,progressed in half of the patients with CD over a period of 5-12 years.The main determinants of BD progression were ileal location,stricturing/fistulizing phenotype,and disease duration.