RESUMO
This research was aimed at exploring the application value of coronary angiography (CAG) based on a convolutional neural network algorithm in analyzing the distribution characteristics of ST-segment elevation myocardial infarction (STEMI) and non-ST-segment elevation myocardial infarction (NSTEMI) culprit lesions in acute myocardial infarction (AMI) patients. Methods. Patients with AMI treated in hospital from June 2019 to December 2020 were selected as subjects. According to the results of an echocardiogram, the patients were divided into the STEMI group (44 cases) and the NSTEMI group (36 cases). All patients received CAG. All images were denoised and edge detected by a convolutional neural network algorithm. Then, the number of diseased vessels, the location of diseased vessels, and the degree of stenosis of diseased vessels in the two groups were compared and analyzed. Results. The number of patients with complete occlusion (3 cases vs. 12 cases) and collateral circulation (5 cases vs. 20 cases) in the NSTEMI group was significantly higher than that in the STEMI group, and the difference was statistically significant, P < 0.05. There was a statistically significant difference in the number of lesions between the distal LAD (1 case vs. 10 cases) and the distal LCX (4 cases vs. 11 cases), P < 0.05. There was a statistically significant difference in the number of patients with one lesion branch (1 vs. 18) and three lesion branches (25 vs. 12) between the two groups, P < 0.05. The image quality after the convolution neural network algorithm is significantly improved, and the lesion is more prominent. Conclusion. The convolutional neural network algorithm has good performance in DSA image processing of AMI patients. STEMI and NSTEMI as the starting point of AMI disease analysis to determine the treatment plan have high clinical application value. This work provided reference and basis for the application of the convolutional neural network algorithm and CAG in the analysis of the distribution characteristics of STEMI and NSTEMI culprit lesions in AMI patients.
Assuntos
Angiografia Coronária/estatística & dados numéricos , Infarto do Miocárdio/diagnóstico por imagem , Redes Neurais de Computação , Infarto do Miocárdio sem Supradesnível do Segmento ST/diagnóstico por imagem , Infarto do Miocárdio com Supradesnível do Segmento ST/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Angiografia Digital/estatística & dados numéricos , Biologia Computacional , Vasos Coronários/diagnóstico por imagem , Vasos Coronários/patologia , Diagnóstico Diferencial , Diagnóstico Precoce , Eletrocardiografia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/diagnóstico , Infarto do Miocárdio sem Supradesnível do Segmento ST/diagnóstico , Infarto do Miocárdio com Supradesnível do Segmento ST/diagnósticoRESUMO
The study focused on the clinical application value of artificial intelligence-based computed tomography angiography (CTA) in the diagnosis of orthotopic liver transplantation (OLT) after ischemic type biliary lesions (ITBL). A total of 66 patients receiving OLT in hospital were selected. Convolutional neural network (CNN) algorithm was used to denoise and detect the edges of CTA images of patients. At the same time, the quality of the processed image was subjectively evaluated and quantified by Hmax, Ur, Cr, and other indicators. Then, the digital subtraction angiography (DSA) diagnosis and CTA diagnosis based on CNN were compared for the sensitivity, specificity, positive predictive value, negative predictive value, and patient classification results. It was found that CTA can clearly reflect the information of hepatic aorta lesions and thrombosis in patients with ischemic single-duct injury after liver transplantation. After neural network algorithm processing, the image quality is obviously improved, the lesions are more prominent, and the details of lesion parts are also well displayed. ITBL occurred in 40 (71%) of 56 patients with abnormal CTA at early stage. ITBL occurred in only 8 (12.3%) of 65 patients with normal CTA at early stage. Early CTA manifestations had high sensitivity (72.22%), specificity (87.44%), positive predictive value (60.94%), and negative predictive value (92.06%) for the diagnosis of ITBL. It was concluded that artificial intelligence-based CTA had high clinical application value in the diagnosis of ITBL after OLT.
Assuntos
Sistema Biliar/irrigação sanguínea , Sistema Biliar/diagnóstico por imagem , Angiografia por Tomografia Computadorizada/estatística & dados numéricos , Isquemia/diagnóstico por imagem , Isquemia/etiologia , Transplante de Fígado/efeitos adversos , Adulto , Algoritmos , Angiografia Digital/estatística & dados numéricos , Inteligência Artificial , Biologia Computacional , Feminino , Humanos , Transplante de Fígado/métodos , Transplante de Fígado/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Redes Neurais de ComputaçãoRESUMO
This study was to explore the application value for central venous stenosis and occlusion in hemodialysis patients under the CT angiography based on intelligent segmentation algorithm, so that patients can survive better. Spiral CT was used to examine upper limb swelling in 62 uremic hemodialysis patients at a speed of 3.8 mL/s. Nonionic iodine contrast agent was injected around the contralateral limb. The total dosage of 90-102 mL, it was scanned by intelligent trigger technology. The trigger scanning threshold was set. The monitoring point was located in the superior vena cava. CT with convolutional neural network intelligent segmentation algorithm was used to process image data. Finally, the quality of life and related biochemical levels of patients before and after hemodialysis were detected. Under the CT angiography of intelligent segmentation algorithm, 77 stenoses were found in 62 uremic patients, including 48 stenoses of the brachial vein and 17 stenoses of the superior vena cava. The correlation coefficient between CT angiography and digital subtraction angiography (DSA) imaging results of intelligent segmentation algorithm was 0.411. Segmentation effect of the algorithm in this study: automatic segmentation accuracy was greater than 79%. After hemodialysis treatment, the scores of physical fitness, pain, social function, and energy status of patients were significantly increased compared with those before treatment, and the levels of albumin, serum phosphorus, and parathyroid hormone were significantly decreased (P < 0.05). In summary, CT angiography with intelligent segmentation algorithm can obtain clear, intuitive, and complete vascular walking images, and better display subclavian vein, brachiocephalic vein, and superior vena cava. It can provide more valuable support for surgical intervention and has certain application value for better survival of hemodialysis patients.
Assuntos
Algoritmos , Angiografia por Tomografia Computadorizada/métodos , Diálise Renal , Adulto , Idoso , Angiografia Digital/métodos , Angiografia Digital/estatística & dados numéricos , Braço/diagnóstico por imagem , Biologia Computacional , Angiografia por Tomografia Computadorizada/estatística & dados numéricos , Edema/diagnóstico por imagem , Feminino , Humanos , Imageamento Tridimensional/métodos , Imageamento Tridimensional/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Tomografia Computadorizada Multidetectores/métodos , Tomografia Computadorizada Multidetectores/estatística & dados numéricos , Redes Neurais de Computação , Diálise Renal/efeitos adversos , Trombose Venosa Profunda de Membros Superiores/diagnóstico por imagem , Trombose Venosa Profunda de Membros Superiores/etiologia , Uremia/diagnóstico por imagem , Uremia/terapia , Dispositivos de Acesso Vascular/efeitos adversos , Veia Cava Superior/diagnóstico por imagem , Adulto JovemRESUMO
The objective of this study was to explore the application value of digital subtraction angiography (DSA) images optimized by deep learning algorithms in vascular restenosis patients undergoing cardiovascular intervention and their nursing efficacy. In this study, a network model for removing artifacts was constructed based on a deep algorithm. 60 patients with coronary artery restenosis were selected as the research objects, and they were randomly divided into the CTA group guided by CT angiography (CTA) and digital subtraction angiography (DSA) group, with 30 cases in each group. The antiartifact network model constructed based on the depth algorithm was applied to the images of CTA and DSA for experiments. After cardiovascular intervention and clinical pathway nursing intervention, it was found that the diameter stenosis rate in the DSA group decreased from 65.82 ± 12.9% to 4.7 ± 1.3%, and the area stenosis rate decreased from 88.4 ± 14.3% to 5.4 ± 1.7%. During the follow-up period of 3-24 months, 3 out of 46 lesions in the DSA group showed restenosis, so the restenosis rate was 6.5%, which was significantly lower than the 18.4% in the CTA group (P < 0.05). In the DSA group, there was 1 case of bleeding, 0 case of hematoma, 2 cases of urinary retention, and 0 case of hypotension, so the total incidence of adverse reactions was 10%, which was significantly lower than the 30% of the CTA group (P < 0.05). The high-sensitivity C-reactive protein (hs-CRP) levels of the two groups of patients were 3.58 ± 2.02 mg/L and 4.36 ± 3.11 mg/L before surgery and 3.49 ± 2.18 mg/L and 4.57 ± 3.4 mg/L after the surgery. The postoperative hs-CRP level in the CTA group was slightly lower than that before the surgery and the postoperative hs-CRP level in the DSA group was slightly higher than that before the surgery, but they were not statistically significant (P > 0.05). The hs-CRP level of the DSA group before and after the surgery was slightly higher than that of the CTA group, but there was no significant difference (P > 0.05). In summary, the network model based on the deep learning algorithm can remove the artifacts in DSA images and present high-quality clear images, and convolutional neural network (CNN) algorithms had a strong ability to automatically learn features in the field of medical image processing and were worthy of being widely used and popularized. In addition, the DSA-guided intervention can reduce the rate of vascular stenosis in patients, showing low probability of postoperative restenosis and adverse reactions and a good clinical effect.
Assuntos
Algoritmos , Angiografia Digital/estatística & dados numéricos , Reestenose Coronária/diagnóstico por imagem , Aprendizado Profundo , Adulto , Idoso , Artefatos , Proteína C-Reativa/metabolismo , Biologia Computacional , Angiografia por Tomografia Computadorizada/estatística & dados numéricos , Reestenose Coronária/enfermagem , Reestenose Coronária/terapia , Estenose Coronária/diagnóstico por imagem , Estenose Coronária/enfermagem , Estenose Coronária/terapia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Intervenção Coronária PercutâneaRESUMO
BACKGROUND: Operating rooms contribute between 20% to 70% of hospital waste. This study aimed to evaluate the waste burden of neurointerventional procedures performed in a radiology department, identify areas for waste reduction, and motivate new greening initiatives. METHODS: We performed a waste audit of 17 neurointerventional procedures at a tertiary-referral center over a 3-month period. Waste was categorized into five streams: general waste, clinical waste, recyclable plastic, recyclable paper, and sharps. Our radiology department started recycling soft plastics from 13 December 2019. Hence, an additional recyclable soft plastic waste stream was added from this time point. The weight of each waste stream was measured using a digital weighing scale. RESULTS: We measured the waste from seven cerebral digital subtraction angiograms (DSA), six mechanical thrombectomies (MT), two aneurysm-coiling procedures, one coiling with tumour embolization, and one dural arteriovenous fistula embolization procedure. In total, the 17 procedures generated 135.3 kg of waste: 85.5 kg (63.2%) clinical waste, 28.0 kg (20.7%) general waste, 14.7 kg (10.9%) recyclable paper, 3.5 kg (2.6%) recyclable plastic, 2.2 kg (1.6%) recyclable soft plastic, and 1.4 kg (1.0%) of sharps. An average of 8 kg of waste was generated per case. Coiling cases produced the greatest waste burden (13.1 kg), followed by embolization (10.3 kg), MT (8.8 kg), and DSA procedures (5.1 kg). CONCLUSION: Neurointerventional procedures generate a substantial amount of waste, an average of 8 kg per case. Targeted initiatives such as engaging with suppliers to revise procedure packs and reduce packaging, digitizing paper instructions, opening devices only when necessary, implementing additional recycling programs, and appropriate waste segregation have the potential to reduce the environmental impact of our specialty.
Assuntos
Anestesia por Condução/estatística & dados numéricos , Resíduos de Serviços de Saúde/estatística & dados numéricos , Angiografia Digital/estatística & dados numéricos , Austrália , Angiografia Cerebral/estatística & dados numéricos , Embalagem de Medicamentos/estatística & dados numéricos , Embolização Terapêutica/estatística & dados numéricos , Humanos , Auditoria Administrativa , Resíduos de Serviços de Saúde/prevenção & controle , Salas Cirúrgicas , Papel , Plásticos , Reciclagem , Centros de Atenção TerciáriaRESUMO
OBJECTIVE: To establish a digital subtraction angiography (DSA) information management and image analysis system to realize scientific management of DSA image information and efficient processing of image data. METHODS: Based on Java Web under Windows 7 environment, a dynamic Browser/Server mode system was constructed by JSP and Servlet on the network. Eclipse and MySQL were used as development tool and database development platform. Tomcat network information service was used as application server. Matlab codes were embedded to analyze DSA image. RESULTS: The system consists of five modules:image information management, image processing, image analysis, advanced retrieval and clinical data management. It may complete such process as storing, deleting, saving, analyzing of DSA image and basic information of patients. CONCLUSIONS: The main interface of the system is user-friendly and easy to operate. The system will be helpful to the clinical, teaching and scientific research work related to DSA.
Assuntos
Angiografia Digital , Gestão da Informação , Software , Angiografia Digital/estatística & dados numéricos , Bases de Dados Factuais , Humanos , Indonésia , Internet , Interface Usuário-ComputadorRESUMO
OBJECTIVE: Dural arteriovenous fistulas (DAVFs) at the petrous apex are rare but may cause subarachnoid hemorrhage (SAH) or severe brainstem edema. This study aimed to summarize their clinical features and discuss the classification. METHODS: During a 15-year period, 64 consecutive patients with DAVF at the petrous apex were reviewed. According to their angioarchitecture, these cases were classified as follows: type I, no venous ectasia (48.4%); type II, venous ectasia but with normal vein proximal to the fistula (29.7%); and type III, venous ectasia at the site of the fistula (21.9%). RESULTS: There were 53 men and 11 women included. Presented symptoms were SAH in 8 patients (12.5%), nonhemorrhagic neurologic defects (NHNDs) in 53 patients (82.8%), and no symptoms in 3 patients (4.7%). There were 49 patients who received transarterial embolization, 8 patients who received microsurgery, and 7 patients who received embolization and microsurgery. Complications occurred in 9 patients (14.1%), including transient cranial nerve palsy (4.7%), rebleeding (6.3%), and respiratory failure (3.1%). Of the type I patients, 96.77% presented with NHNDs and 77.42% presented with infratentorial drainage. However, SAH occurred more often in type II (21.05%)/type III cases (28.57%), and most patients carried a supratentorial drainage (63.16% and 85.71%, respectively). In different types of DAVFs, the necessity for embolization combined with microsurgery (6.45% in type I, 10.53% in type II, 21.43% in type III) and the occurrence of rebleeding complications (0% in type I, 10.53% in type II, and 14.29% in type III) were varied. CONCLUSIONS: Petrous apex DAVFs carried a high risk of embolization-related complications. Based on the vascular architecture, this classification may reflect their clinical features and provide some advice on the treatment of DAVFs at the petrous apex.
Assuntos
Malformações Vasculares do Sistema Nervoso Central/terapia , Adulto , Idoso , Angiografia Digital/estatística & dados numéricos , Edema Encefálico/etiologia , Malformações Vasculares do Sistema Nervoso Central/complicações , Malformações Vasculares do Sistema Nervoso Central/diagnóstico , Veias Cerebrais , Embolização Terapêutica/estatística & dados numéricos , Feminino , Humanos , Angiografia por Ressonância Magnética/estatística & dados numéricos , Masculino , Microcirurgia/estatística & dados numéricos , Pessoa de Meia-Idade , Recidiva , Estudos Retrospectivos , Hemorragia Subaracnóidea/diagnóstico , Hemorragia Subaracnóidea/etiologia , Hemorragia Subaracnóidea/terapia , Resultado do Tratamento , Neuralgia do Trigêmeo/etiologia , Adulto JovemRESUMO
OBJECTIVE: Adverse effects of increased use of cerebral digital subtraction angiography (DSA) include radiation-induced skin reactions and increased risk of malignancy. This study aimed to identify a method for reducing radiation exposure during routine cerebral DSA. METHODS: A retrospective review of 138 consecutive adult patients who underwent DSA with a biplane angiography system (Artis Zee, Siemens, Germany) from September 2015 to February 2016 was performed. In January 2016, the dose parameter was reset by the manufacturer from 2.4 µGy to 1.2 µGy. Predose (group 1) and postdose parameter reduction (group 2) groups were established. Angiograms and procedure examination protocols were reviewed according to patient age, gender, and diagnosis and angiography techniques were reviewed on the basis of the following radiation dose parameters: fluoroscopy time, reference point air kerma (Ka,r; in mGy), and kerma-area product (PKA; in µGym2). RESULTS: The mean Ka,r values in groups 1 and 2 were 1841.5 mGy and 1274.8 mGy, respectively. The mean PKA values in groups 1 and 2 were 23212.5 µGym2 and 14854.0 µGym2, respectively. Ka,r and PKA values were significantly lower in group 2 compared with group 1 (P < 0.001). Among individual factors, young age was a determining factor for reduced fluoroscopy time (P < 0.001), Ka,r (P = 0.047), and PKA (P = 0.022). CONCLUSIONS: Increased awareness of radiation risks, as well as the establishment of strategies to reduce radiation dose, led to lower radiation doses for DSA. The use of appropriate examinations and low-dose parameters in fluoroscopy contributed significantly to the radiation dose reductions.
Assuntos
Angiografia Digital/estatística & dados numéricos , Angiografia Cerebral/estatística & dados numéricos , Transtornos Cerebrovasculares/diagnóstico por imagem , Transtornos Cerebrovasculares/epidemiologia , Exposição à Radiação/prevenção & controle , Proteção Radiológica/estatística & dados numéricos , Adulto , Idoso , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Doses de Radiação , Exposição à Radiação/estatística & dados numéricos , Monitoramento de Radiação/estatística & dados numéricos , Proteção Radiológica/métodos , Reprodutibilidade dos Testes , República da Coreia/epidemiologia , Estudos Retrospectivos , Sensibilidade e EspecificidadeRESUMO
BACKGROUND AND OBJECTIVE: Stent-assisted coil embolization is an established endovascular technique for wide-necked intracranial aneurysms. Although recanalization after coil embolization is reduced with the use of a stent, the impact of aneurysm packing density is less clear in stent-coiled aneurysms. The purpose of the present study was to assess packing density in stent-coiled aneurysms and evaluate its effect on recanalization and retreatment. METHODS: A retrospective analysis of consecutive aneurysms treated with stent-assisted coiling was performed at 2 academic institutions between 2007 and 2015. Aneurysm occlusion was assessed using digital subtraction angiography. Packing density was calculated using the AngioCalc app. RESULTS: Two hundred fifty-three aneurysms were identified (median age, 59 years). The median packing density was 35.3%. At last follow-up, 72.7% of aneurysms were completely obliterated and 19.4% had a neck remnant. Complete occlusion was associated with smaller aneurysms and coiling through stent interstices. A higher packing density was associated with increased rate of complete occlusion when analyzed as continuous variable. After adjustment for confounding variables, packing density was no longer predictive of complete occlusion (odds ratio = 1.018, P = 0.122). Similarly, there was no significant association between aneurysm occlusion, retreatment, and packing density when assessed by categories of high (>22%), moderate (12%-22%), and low (<12%) packing density. CONCLUSIONS: Aneurysm size remains the most important predictor of aneurysm recanalization and retreatment after stent-assisted coiling. Although higher packing densities were associated with increased rates of aneurysm occlusion in unadjusted statistical comparisons, this finding was no longer significant after adjusting for confounders.
Assuntos
Aneurisma Roto/epidemiologia , Aneurisma Roto/terapia , Embolização Terapêutica/estatística & dados numéricos , Aneurisma Intracraniano/epidemiologia , Aneurisma Intracraniano/terapia , Stents/estatística & dados numéricos , Adulto , Idoso , Idoso de 80 Anos ou mais , Angiografia Digital/estatística & dados numéricos , Prótese Vascular/estatística & dados numéricos , Terapia Combinada/estatística & dados numéricos , Embolização Terapêutica/instrumentação , Feminino , Humanos , Aneurisma Intracraniano/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , América do Norte/epidemiologia , Prevalência , Estudos Retrospectivos , América do Sul/epidemiologia , Resultado do TratamentoRESUMO
Purpose To quantify the rate of detection of aneurysms at follow-up digital subtraction angiography (DSA) after initial DSA with results negative for aneurysms in subjects with perimesencephalic (PM) nonaneurysmal subarachnoid hemorrhage. Materials and Methods This single-center retrospective study and meta-analysis was approved by the institutional review board. At a single institution from 2000 to 2013, 252 consecutive patients with subarachnoid hemorrhage at computed tomography (CT) and two DSA examinations negative for aneurysm within 10 days were evaluated for inclusion in the study, and 131 met CT criteria for PM nonaneurysmal subarachnoid hemorrhage (53 women; mean age, 53 years [range, 33-88 years]). DS angiographic reports were reviewed for causative abnormalities. Three reviewers searched MEDLINE and electronic databases for studies that reported detection of aneurysm in subjects with PM hemorrhage who had undergone multiple DSA examinations. Main inclusion criteria were PM hemorrhage at CT per van Gijn classification, head CT performed within 72 hours of symptom onset, initial DS angiographic results negative for aneurysm, and two DSA examinations within 10 days. Studies with fewer than 25 subjects were excluded. Methodology was assessed by using Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. The summary rate of aneurysm detection for subsequent DSA was calculated by using a fixed-effects model. Results Six studies with 298 subjects and a single-institution study with 131 subjects were included. No aneurysms were seen at follow-up DSA in the single-center study (0.0%). Three aneurysms were detected at follow-up DSA in three of six studies from the literature (one of 29 [3.4%], one of 65 [1.5%], and one of 34 [2.9%] patients). Two occurred in cases that likely preceded the use of the current DSA technique. The summary aneurysm detection rate at subsequent DSA was 1.6% (95% confidence interval: 0.7%, 3.8%; range of individual study detection rate: 0.0%-3.4%). Conclusion In patients with PM nonaneurysmal subarachnoid hemorrhage and initial DSA negative for aneurysms, the yield of follow-up DSA for detection of causative aneurysms is very low. © RSNA, 2016 Online supplemental material is available for this article.
Assuntos
Aneurisma Intracraniano/diagnóstico por imagem , Hemorragia Subaracnóidea/diagnóstico por imagem , Adulto , Assistência ao Convalescente , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Angiografia Digital/métodos , Angiografia Digital/estatística & dados numéricos , Angiografia Cerebral/métodos , Angiografia Cerebral/estatística & dados numéricos , Angiografia por Tomografia Computadorizada/métodos , Angiografia por Tomografia Computadorizada/estatística & dados numéricos , Feminino , Humanos , Masculino , Metanálise como Assunto , Pessoa de Meia-Idade , Recidiva , Retratamento/estatística & dados numéricos , Estudos Retrospectivos , Literatura de Revisão como AssuntoRESUMO
OBJECTIVE: A swift and accurate diagnosis of etiology would lay the foundation of targeted management for patients with spontaneous intracerebral hemorrhage (SICH). It is unclear what the status of diagnostic workup related to etiology is in Chinese hospitals which treat the majority of the hemorrhagic patients in the world. We aim to demonstrate characteristics on diagnostic workup implemented routinely in both departments of Neurology and Neurosurgery in patients with SICH. METHODS: We enrolled patients with SICH from March 2002 to December 2011 from Chengdu stroke registry. Data on diagnostic workup were extracted. RESULTS: A total of 2264 patients diagnosed as SICH with rapid neuroimaging (computed tomography (CT) or magnetic resonance imaging (MRI)) scan were included. Patients in the department of Neurosurgery had a lower median Glasgow Coma Scale (GCS) score and a longer median length of stay. They had a significantly lower proportion of hyperlipidemia and heart disease, but a higher proportion of hypertension, alcohol consumption and history of stroke (all p < 0.05). Following diagnostic workups were more frequently undertaken in the Neurological Department than in the neurosurgical Department: digital subtraction angiography (DSA), plain CT, plain MRI, carotid duplex ultrasound (all p < 0.001). However, computed tomography angiography (CTA), contrast-enhanced MRI, and brain biopsy (all p < 0.001) were implemented more in the Neurosurgical Department. While no difference in the proportion of magnetic resonance angiography (MRA) was found between the two departments, the intracranial vascular imaging (workup contains at least one of CTA, MRA and DSA) was performed more frequently in the Department of Neurosurgery (29.8% vs. 9.1%, p < 0.001). The independent predictors contribute to the implementation of vascular examinations were gender, age, GCS score on admission, department of patients admitted in and the year patients were hospitalized in (all p < 0.05). CONCLUSIONS: Younger patients, females, with severe stroke onset (evaluated by GCS score), admitted in Department of Neurosurgery and hospitalized in recent years had undertaken more examinations on intracranial vascular. It is an urgency to explore a practical scheme of diagnostic workup for the etiology of SICH.
Assuntos
Encéfalo/patologia , Artérias Carótidas/diagnóstico por imagem , Doenças das Artérias Carótidas/diagnóstico , Hemorragia Cerebral/diagnóstico , Sistema de Registros , Acidente Vascular Cerebral/diagnóstico , Fatores Etários , Idoso , Consumo de Bebidas Alcoólicas/epidemiologia , Angiografia Digital/estatística & dados numéricos , Biópsia/estatística & dados numéricos , Encéfalo/diagnóstico por imagem , Doenças das Artérias Carótidas/complicações , Angiografia Cerebral/estatística & dados numéricos , Hemorragia Cerebral/epidemiologia , Hemorragia Cerebral/etiologia , China/epidemiologia , Diabetes Mellitus/epidemiologia , Feminino , Escala de Coma de Glasgow , Cardiopatias/epidemiologia , Hospitais Gerais , Humanos , Hiperlipidemias/epidemiologia , Hipertensão/epidemiologia , Imageamento por Ressonância Magnética/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Neurocirurgia , Estudos Retrospectivos , Fatores de Risco , Fatores Sexuais , Fumar/epidemiologia , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/etiologia , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Ultrassonografia Doppler Dupla/estatística & dados numéricos , Neuronite VestibularRESUMO
INTRODUCTION: The purpose of this study was to evaluate morphological factors associated with rupture in anterior communicating artery (AcomA) aneurysms and to investigate the significance of AcomA fenestration as a risk factor for aneurysm rupture. METHODS: The clinical and radiologic findings of 255 patients with AcomA aneurysms treated with coil embolization between January 2005 and March 2014 were retrospectively reviewed. We performed univariate and multivariate analyses to evaluate the associations between morphological variables and rupture status. RESULTS: The number of patients with AcomA fenestration was 17 out of 255 (6.6 %). There were no statistically significant differences between the fenestration group and non-fenestration group in clinical and morphological characteristics. Multivariate logistic regression tests showed that superior direction of aneurysm dome (OR 2.802, p = 0.023), presence of a bleb (OR 5.998, p < 0.001), high aspect ratio (OR 3.138, p = 0.009), size greater than 7 mm (OR 3.356, p = 0.013), and AcomA fenestration (OR 4.135, p = 0.026) were significantly associated with AcomA aneurysm rupture. CONCLUSIONS: The results of this study demonstrated that a fenestrated AcomA is associated with risk of aneurysm rupture. Therefore, AcomA fenestration can be considered as an important morphological risk factor for rupture, along with other known risk factors such as the direction of aneurysm dome, a bleb, high aspect ratio, and size.
Assuntos
Aneurisma Roto/epidemiologia , Aneurisma Roto/patologia , Angiografia Digital/estatística & dados numéricos , Angiografia Cerebral/estatística & dados numéricos , Aneurisma Intracraniano/epidemiologia , Aneurisma Intracraniano/patologia , Aneurisma Roto/diagnóstico por imagem , Feminino , Humanos , Aneurisma Intracraniano/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , Prevalência , Reprodutibilidade dos Testes , República da Coreia/epidemiologia , Fatores de Risco , Sensibilidade e EspecificidadeRESUMO
Enhancing 2D angiography while maintaining a low radiation dose has become an important research topic. However, it is difficult to enhance images while preserving vessel-structure details because X-ray noise and contrast blood vessels in 2D angiography have similar intensity distributions, which can lead to ambiguous images of vessel structures. In this paper, we propose a novel and fast vessel-enhancement method for 2D angiography. We apply filtering in the principal component analysis domain for vessel regions and background regions separately, using assumptions based on energy compaction. First, we identify an approximate vessel region using a Hessian-based method. Vessel and non-vessel regions are then represented sparsely by calculating their optimal bases separately. This is achieved by identifying periodic motion in the vessel region caused by the flow of the contrast medium through the blood vessels when viewed on the time axis. Finally, we obtain noise-free images by removing noise in the new coordinate domain for the optimal bases. Our method was validated for an X-ray system, using 10 low-dose sets for training and 20 low-dose sets for testing. The results were compared with those for a high-dose dataset with respect to noise-free images. The average enhancement rate was 93.11±0.71%. The average processing time for enhancing video comprising 50-70 frames was 0.80±0.35s, which is much faster than the previously proposed technique. Our method is applicable to 2D angiography procedures such as catheterization, which requires rapid and natural vessel enhancement.
Assuntos
Angiografia Digital/métodos , Intensificação de Imagem Radiográfica/métodos , Angiografia Digital/estatística & dados numéricos , Vasos Sanguíneos/anatomia & histologia , Meios de Contraste , Bases de Dados Factuais , Humanos , Aplicações da Informática Médica , Análise de Componente Principal , Doses de Radiação , Razão Sinal-RuídoRESUMO
Seed point is prerequired condition for tracking based method for extracting centerline or vascular structures from the angiogram. In this paper, a novel seed point detection method for coronary artery segmentation is proposed. Vessels on the image are first enhanced according to the distribution of Hessian eigenvalue in multiscale space; consequently, centerlines of tubular vessels are also enhanced. Ridge point is extracted as candidate seed point, which is then refined according to its mathematical definition. The theoretical feasibility of this method is also proven. Finally, all the detected ridge points are checked using a self-adaptive threshold to improve the robustness of results. Clinical angiograms are used to evaluate the performance of the proposed algorithm, and the results show that the proposed algorithm can detect a large set of true seed points located on most branches of vessels. Compared with traditional seed point detection algorithms, the proposed method can detect a larger number of seed points with higher precision. Considering that the proposed method can achieve accurate seed detection without any human interaction, it can be utilized for several clinical applications, such as vessel segmentation, centerline extraction, and topological identification.
Assuntos
Angiografia Coronária/estatística & dados numéricos , Algoritmos , Angiografia Digital/estatística & dados numéricos , Biologia Computacional , Estudos de Viabilidade , Humanos , Modelos Cardiovasculares , Modelos Estatísticos , Interpretação de Imagem Radiográfica Assistida por Computador/métodosRESUMO
PURPOSE: We compared gross characterization of intracranial dural arteriovenous fistulas (DAVFs) between unenhanced 3-tesla 3-dimensional (3D) time-of-flight (TOF) magnetic resonance angiography (MRA) and digital subtraction angiography (DSA). METHODS: We subjected 26 consecutive patients with intracranial DAVF to unenhanced 3T 3D TOF MRA and to DSA. Two independent sets of observers inspected the main arterial feeders, fistula site, and venous drainage pattern on MRA and DSA images. Interobserver and intermodality agreements were assessed by k statistics. RESULTS: Interobserver agreement was excellent for fistula site (κ = 0.919; 95% confidence interval [CI], 0.805 to 1.000), good for main arterial feeders (κ = 0.711; 95% CI, 0.483 to 0.984), and very good for venous drainage (κ = 0.900; 95% CI, 0.766 to 1.000). Intermodality agreement was excellent for fistula site (κ = 0.968; 95% CI, 0.906 to 1.000) and good for main arterial feeder (κ = 0.809; 95% CI, 0.598 to 1.000) and venous drainage (κ = 0.837; 95% CI, 0.660 to 1.000). CONCLUSION: Gross characterization of intracranial DAVF was similar for both imaging modalities, but unenhanced 3T 3D TOF MRA cannot replace DSA.
Assuntos
Angiografia Digital/estatística & dados numéricos , Malformações Vasculares do Sistema Nervoso Central/diagnóstico , Imageamento Tridimensional/estatística & dados numéricos , Angiografia por Ressonância Magnética/estatística & dados numéricos , Neuroimagem/estatística & dados numéricos , Adulto , Idoso , Fístula Arteriovenosa/diagnóstico , Fístula Arteriovenosa/diagnóstico por imagem , Seio Cavernoso/anormalidades , Malformações Vasculares do Sistema Nervoso Central/diagnóstico por imagem , Dura-Máter/irrigação sanguínea , Feminino , Humanos , Processamento de Imagem Assistida por Computador/estatística & dados numéricos , Malformações Arteriovenosas Intracranianas/diagnóstico , Malformações Arteriovenosas Intracranianas/diagnóstico por imagem , Masculino , Artérias Meníngeas/anormalidades , Pessoa de Meia-Idade , Variações Dependentes do Observador , Osso Occipital/irrigação sanguínea , Artéria Oftálmica/anormalidades , Reprodutibilidade dos Testes , Seio Sagital Superior/anormalidades , Seios Transversos/anormalidadesRESUMO
BACKGROUND AND PURPOSE: There are some controversial results on the relationship between cerebral atherosclerosis and leukoaraiosis in the published papers, where cerebral atherosclerosis was often evaluated by ultrasonography, CTA or MRA. We analyzed data in which patients underwent both MRI and DSA to explore the above relationship in the aged people. METHODS: Three hundred and thirty-three patients were enrolled in the study from the Nanjing Stroke Registry. They underwent both cerebral DSA and MRI. Age, sex, and vascular risk factors were collected. Atherosclerosis was scored from grade 0 to 4. Leukoaraiosis was scored from grade 0 to 3. RESULTS: Cerebral artery stenosis was not correlated with the presence of leukoaraiosis. There were no correlations between the number of cerebral moderately or more severely stenotic arteries and the severity of leukoaraiosis in periventricular, deep, or whole white matter (P = .747, .268, and .608, respectively). Old age (odds ratio = 1.103, P = .027) and hypertension (odds ratio = 2.748, P = .003) were correlated with leukoaraiosis in the periventricular white matter. Old age (odds ratio = 1.073, P = .031) and prior stroke (odds ratio = 2.678, P = .002) were correlated with leukoaraiosis in the deep white matter. CONCLUSIONS: No apparent correlation exists between cerebral artery stenosis and the presence and severity of leukoaraiosis.
Assuntos
Angiografia Digital/estatística & dados numéricos , Arteriosclerose Intracraniana/diagnóstico , Arteriosclerose Intracraniana/epidemiologia , Leucoaraiose/diagnóstico , Leucoaraiose/epidemiologia , Sistema de Registros , Distribuição por Idade , Idoso , Causalidade , China/epidemiologia , Comorbidade , Feminino , Humanos , Angiografia por Ressonância Magnética/estatística & dados numéricos , Masculino , Prevalência , Reprodutibilidade dos Testes , Fatores de Risco , Sensibilidade e Especificidade , Distribuição por SexoRESUMO
BACKGROUND: This study aimed to determine the value of digital subtraction angiography (DSA) for the detection of causative vascular lesions in patients with perimesencephalic subarachnoid hemorrhage (SAH) after initially negative noninvasive and invasive neurovascular imaging, such as computed tomography angiography (CTA), DSA and magnetic resonance angiography (MRA). MATERIALS AND METHODS: We analyzed the value of repeated DSA for the detection of causative vascular lesions in 750 patients presenting to our institution with SAH and including 30 with a purely perimesencephalic pattern of subarachnoidal hemorrhage and initially negative noninvasive and invasive neurovascular imaging over a 10-year period. RESULTS: Repeated DSA demonstrated a causative vascular lesion in 1 patient (3.3%) but no causative vascular lesions were detected in the other patients. CONCLUSIONS: Repeated DSA can be used to detect a source of hemorrhage after initially negative imaging diagnostics in some rare cases. Such a finding has a therapeutic and prognostic impact especially for aneurysms in the posterior circulation which bear a higher risk of renewed hemorrhaging. Therefore, we believe that repeated DSA should be recommended in patients with perimesencephalic SAH even under consideration of the risk of complications caused by a second invasive DSA.
Assuntos
Angiografia Digital/estatística & dados numéricos , Angiografia Cerebral/estatística & dados numéricos , Angiografia por Ressonância Magnética/estatística & dados numéricos , Mesencéfalo/diagnóstico por imagem , Hemorragia Subaracnóidea/diagnóstico por imagem , Hemorragia Subaracnóidea/epidemiologia , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Feminino , Alemanha/epidemiologia , Humanos , Masculino , Mesencéfalo/irrigação sanguínea , Prevalência , Intensificação de Imagem Radiográfica/métodos , Reprodutibilidade dos Testes , Fatores de Risco , Sensibilidade e EspecificidadeRESUMO
BACKGROUND AND PURPOSE: Both CT angiography and digital subtraction angiography are used to detect aneurysms in patients with subarachnoid hemorrhage. We examined a large multihospital data base to determine how practice is evolving with regard to the use of CT angiography and DSA in patients with ruptured cerebral aneurysm. MATERIALS AND METHODS: The Premier Perspective data base was used to identify hospitalizations of patients treated with clipping or coiling of ruptured cerebral aneurysms from 2006-2011. Billing information was used to determine pretreatment and posttreatment use of DSA and CT angiography during hospitalization. RESULTS: A total of 4972 patients (1022 clipping, 3950 coiling) at 116 hospitals were identified. The percentage of patients with SAH who underwent pretreatment CT angiography significantly increased from 20% in 2006 to 44% in 2011 (P < .0001), whereas the percentage of patients who underwent DSA remained unchanged from 96-94% (P = .28). This CT angiography trend was observed in coiling patients (17-42%, P < .0001) and clipping patients (32-54%, P < .0001). There was a significant increase in the percentage of patients who underwent posttreatment imaging from 41% in 2006 to 48% in 2011 (P = .0037). This trend was observed in clipping patients (33-65%, P < .0001) but not coiling patients (43-45%, P = .62). CONCLUSIONS: For the pretreatment evaluation of ruptured aneurysms, the use of CT angiography increased from 2006-2011 without a corresponding decrease in the use of DSA. These results raise the question of potential redundancy without added clinical value of the second test.
Assuntos
Aneurisma Roto/diagnóstico por imagem , Aneurisma Roto/cirurgia , Angiografia Digital/estatística & dados numéricos , Angiografia Cerebral/estatística & dados numéricos , Aneurisma Intracraniano/diagnóstico por imagem , Aneurisma Intracraniano/cirurgia , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Idoso , Aneurisma Roto/epidemiologia , Bases de Dados Factuais/estatística & dados numéricos , Feminino , Registros de Saúde Pessoal , Humanos , Aneurisma Intracraniano/epidemiologia , Masculino , Pessoa de Meia-Idade , Minnesota/epidemiologia , Cuidados Pré-Operatórios/estatística & dados numéricos , Prevalência , Prognóstico , Reprodutibilidade dos Testes , Estudos Retrospectivos , Fatores de Risco , Sensibilidade e Especificidade , Resultado do TratamentoRESUMO
BACKGROUND: Delayed cerebral ischemia is common after aneurysmal subarachnoid hemorrhage (aSAH) and is a major contributor to poor outcome. Yet, although generally attributed to arterial vasospasm, neurological deterioration may also occur in the absence of vasospasm. OBJECTIVE: To determine the relationship between delayed infarction and angiographic vasospasm and compare the characteristics of infarcts related to vasospasm vs those unrelated. METHODS: A retrospective review of patients with aSAH admitted from July 2007 through June 2011. Patients were included if they were admitted within 48 hours of SAH, had a computed tomography scan both 24 to 48 hours following aneurysm treatment and ≥7 days after SAH, and had a catheter angiogram to evaluate for vasospasm. Delayed infarcts seen on late computed tomography but not postprocedurally were attributed to vasospasm if there was moderate or severe vasospasm in the corresponding vascular territory on angiography. Infarct volume was measured by perimeter tracing. RESULTS: Of 276 aSAH survivors, 134 had all imaging requisite for inclusion. Fifty-four (34%) had moderate or severe vasospasm, of whom 17 (31%) had delayed infarcts, compared with only 3 (4%) of 80 patients without vasospasm (P < .001). There were a total of 29 delayed infarcts in these 20 patients; 21 were in a territory with angiographic vasospasm, but 8 (28%) were not. Infarct volume did not differ between vasospasm-related (18 ± 25 mL) and vasospasm-unrelated (11 ± 12 mL) infarcts (P = .54), but infarcts in the absence of vasospasm were more likely watershed (50% vs. 10%, P = .03). CONCLUSION: Delayed infarcts following aSAH can occur in territories without angiographic vasospasm and are more likely watershed in distribution.
Assuntos
Angiografia Digital/estatística & dados numéricos , Infarto Cerebral/diagnóstico , Infarto Cerebral/epidemiologia , Hemorragia Subaracnóidea/diagnóstico , Hemorragia Subaracnóidea/epidemiologia , Vasoespasmo Intracraniano/diagnóstico por imagem , Vasoespasmo Intracraniano/epidemiologia , Comorbidade , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Missouri/epidemiologia , Medição de RiscoRESUMO
BACKGROUND AND PURPOSE: Although flow diversion devices are popular in treatment of aneurysms, angiographic assessment with these devices has rarely been verified by interobserver variability study. The purpose of this study was to determine the interobserver agreement of a 3-point grading system for assessing the angiographic outcome after flow diversion therapy of intracranial, saccular aneurysms and to determine factors affecting such agreement. MATERIALS AND METHODS: After approval by the institutional review board, 5 independent readers assessed pretreatment and follow-up digital subtraction angiograms from 96 patients treated with the Pipeline embolization device by using a 3-point grading system (complete, near-complete, and incomplete occlusion). "Minor discrepancy" was defined as a difference between any 2 readers of 1 grade, that is, complete vs near-complete or near-complete vs incomplete. "Major discrepancy" was defined as a difference between any 2 readers in which 1 reader noted complete occlusion and the other reader noted incomplete occlusion. We performed statistical analysis for the interobserver agreement by using the intraclass correlation coefficient. Subgroup analyses for discrepancy rate and ICC were performed for previously coiled aneurysms. RESULTS: The interobserver agreement was excellent (ICC, 0.76; 95% CI, 0.69-0.92). Among 96 cases, there was absolute agreement in 74 (77%), of which 67 had unanimous consensus of "complete" occlusion, 2 "near-complete" occlusion, and 5 "incomplete" occlusion. Discordance between any 2 readers was noted in 22 cases (23%), of which 7 (7.3%) revealed a major discrepancy. Subgroup analysis showed that minor discrepancies were more common among patients previously treated with coils vs those not previously treated with coils (37.5% vs 11.2%; P < .05). CONCLUSIONS: The observer agreement regarding occlusion after PED therapy is excellent. Only a minority of cases demonstrated discrepancy considered as major in this study.