A joint convolutional-recurrent neural network with an attention mechanism for detecting intracranial hemorrhage on noncontrast head CT.

To investigate the performance of a joint convolutional neural networks-recurrent neural networks (CNN-RNN) using an attention mechanism in identifying and classifying intracranial hemorrhage (ICH) on a large multi-center dataset; to test its performance in a prospective independent sample consisting of consecutive real-world patients. All consecutive patients who underwent emergency non-contrast-enhanced head CT in five different centers were retrospectively gathered. Five neuroradiologists created the ground-truth labels. The development dataset was divided into the training and validation set. After the development phase, we integrated the deep learning model into an independent center's PACS environment for over six months for assessing the performance in a real clinical setting. Three radiologists created the ground-truth labels of the testing set with a majority voting. A total of 55,179 head CT scans of 48,070 patients, 28,253 men (58.77%), with a mean age of 53.84 ± 17.64 years (range 18-89) were enrolled in the study. The validation sample comprised 5211 head CT scans, with 991 being annotated as ICH-positive. The model's binary accuracy, sensitivity, and specificity on the validation set were 99.41%, 99.70%, and 98.91, respectively. During the prospective implementation, the model yielded an accuracy of 96.02% on 452 head CT scans with an average prediction time of 45 ± 8 s. The joint CNN-RNN model with an attention mechanism yielded excellent diagnostic accuracy in assessing ICH and its subtypes on a large-scale sample. The model was seamlessly integrated into the radiology workflow. Though slightly decreased performance, it provided decisions on the sample of consecutive real-world patients within a minute.

Inter-vendor performance of deep learning in segmenting acute ischemic lesions on diffusion-weighted imaging: a multicenter study.

There is little evidence on the applicability of deep learning (DL) in the segmentation of acute ischemic lesions on diffusion-weighted imaging (DWI) between magnetic resonance imaging (MRI) scanners of different manufacturers. We retrospectively included DWI data of patients with acute ischemic lesions from six centers. Dataset A (n = 2986) and B (n = 3951) included data from Siemens and GE MRI scanners, respectively. The datasets were split into the training (80%), validation (10%), and internal test (10%) sets, and six neuroradiologists created ground-truth masks. Models A and B were the proposed neural networks trained on datasets A and B. The models subsequently fine-tuned across the datasets using their validation data. Another radiologist performed the segmentation on the test sets for comparisons. The median Dice scores of models A and B were 0.858 and 0.857 for the internal tests, which were non-inferior to the radiologist's performance, but demonstrated lower performance than the radiologist on the external tests. Fine-tuned models A and B achieved median Dice scores of 0.832 and 0.846, which were non-inferior to the radiologist's performance on the external tests. The present work shows that the inter-vendor operability of deep learning for the segmentation of ischemic lesions on DWI might be enhanced via transfer learning; thereby, their clinical applicability and generalizability could be improved.

Combination of temporary bridging device (Comaneci) and permanent stenting in the treatment of unruptured wide neck bifurcation aneurysms.

The double stent-assisted techniques for the treatment of wide neck bifurcation aneurysms (WNBAs) may be more complicating than single stent-assisted or balloon-assisted coiling. The Comaneci device (Rapid Medical, Yokneam, Israel) is a new temporary bridging device developed for covering the aneurysm neck during coiling. This new design enabled us to treat unruptured WNBAs with the use of single stent-assisted coiling instead of double stent in eight patients. At the 1-year angiographic follow-up, there was no filling in any aneurysm. There was no mortality or morbidity cases related to the procedure. In this study, we are reporting our experience of using single stent-assisted coiling combined with a Comaneci device in the treatment of unruptured WNBAs.

Marchiafava-Bignami disease: Report of three cases.

Marchiafava-Bignami disease (MBD) is a rare alcohol-associated disorder characterized by demyelination and necrosis of the corpus callosum. We report three patients who had history of chronic alcoholism, different clinical presentation and MRI findings consistent with the diagnosis of Marchiafava-Bignami disease.

[Sturge Weber type 3 presenting with occipital epileptic seizure: case report]. / Occipitalis epilepsziával társuló III-as típusú Sturge-Weber-szindróma.

Sturge Weber syndrome is the third most common neurocutaneous syndrome after neurofibromatosis and tuberous sclerosis. Three distinct types were identified. Type 3 with leptomeningeal involvement alone is the rarest among other types. The reported case is a 21-years-old female patient without any known chronic disease. She admitted to the emergency department after visual symptoms and headache, followed by generalized tonic clonic seizure. EEG of the patient showed left occipital seizure activity. The contrast enhanced magnetic resonance imaging (MRI) showed left occipital leptomeningeal angioma. Digital substraction angiography (DSA) revealed minimal blushed contrast enhancement on late venous phase and lack of superficial cortical veins. Her focal seizures were under control with levatiracetam and lacosamide treatment. The reported case is unique because of the late onset presentation with focal seizure without mental retardation.

Medium-term results of undersized angioplasty and stenting for symptomatic high-grade intracranial atherosclerotic stenosis with Enterprise.

PURPOSE: The aim of this retrospective study is to evaluate medium-term results of undersized balloon angioplasty and stenting for symptomatic high-grade (70-99%) stenosis of a major intracranial artery with Enterprise stent. METHODS: This study included 68 consecutive symptomatic (recurrent transient ischemic attack (TIA) or ischemic stroke under dual antiplatelet treatment) patients with high-grade (70-99%) stenosis of a major intracranial artery who were endovascularly treated with undersized balloon angioplasty and Enterprise stent deployment between July 2012 and December 2017. Primary outcomes were any stroke or death within 30 days after procedure. Secondary outcomes were technical success rates, stroke and restenosis during the follow-up period. RESULTS: A total of 68 lesions in 68 patients (mean age: 62 ± 7 years) were treated with a technical success rate of 99%. The degree of pre-procedural stenosis was 92 ± 6% and dropped to 12 ± 10% after stent deployment. No patient developed any stroke or death during the periprocedural period. Intracranial hemorrhage was observed in 1 (1.5%) patient. In 60 (88%) patients with available imaging follow-up in-stent restenosis was observed in 2 patients. Mean follow-up period was 22 ± 17 months (range 6-72) and none of the patients experienced recurrent TIA or stroke during the follow-up period. CONCLUSION: In this retrospective single-center study undersized balloon angioplasty and deployment of a self-expandable stent with relatively low radial force was safe and effective for endovascular treatment of high-grade intracranial arterial stenosis with high technical success rate, low periprocedural complication rates and favorable medium-term follow-up results.

Single-center experience with the Tigertriever device for the recanalization of large vessel occlusions in acute ischemic stroke.

BACKGROUND: Tigertriever (Rapid Medical, Yoqneam, Israel) is a new design of stent retriever. PURPOSE: To evaluate the feasibility, safety, and efficacy of the Tigertriever in patients with acute ischemic stroke who have undergone mechanical thrombectomy. MATERIALS AND METHODS: Two different techniques-namely, standard unsheathing (SUT) and repetitive inflation-deflation (RID) techniques, were used. Modified Thrombolysis in Cerebral Infarction (mTICI) scores of 2b and 3 were considered as successful recanalization. RESULTS: A total of 61 thrombectomy procedures with Tigertriever were retrospectively evaluated. The mean age of patients was 60.7 years and their National Institutes of Health Stroke Scale score was 14.7. Overall, the percentage of patients with a mTICI score of 0, 2b, and 3 was 24.6, 26.2, and 49.2, respectively. Successful recanalization and first-pass success rates were 75.4% and 37.7%, respectively. There were no statistical differences between the results of the SUT and RID techniques. No vessel rupture, dissection, or device detachment was observed. The number of patients with a good clinical outcome (modified Rankin Scale score 0-2) was 17 (27.9%). CONCLUSION: Our results showed that the Tigertriever device is safe and efficient for mechanical thrombectomy.

A case with angiographic demonstration of isolated anterior spinal artery occlusion.

Anterior spinal artery syndrome (ASAS) is a rare syndrome which occurs due to thrombosis of anterior spinal artery (ASA) which supplies anterior two thirds of the spinal cord. A 27-year-old female patient was admitted to emergency clinic with sudden onset neck pain, sensory loss and weakness in proximal upper extremities which occurred at rest. Thrombophilia assessment tests were negative. Echocardiography was normal. Serum viral markers were negative. In cerebrospinal fluid (CSF) examination, cell count and biochemistry was normal, oligoclonal band was negative, viral markers for herpes simplex virus (HSV) type-1 and type-2, Brucella, Borrellia, Treponema pallidum, Tuberculosis were negative. Diffusion restriction which reveals acute ischemia was detected in Diffusion weighted MRI. Digital subtraction angiography (DSA) was performed. Medical treatment was 300mg/day acetilsalycilic acid. Patient was discharged from neurology clinics to receive rehabilitation against spasticity.

A case of secondary SUNCT syndrome.

SUNCT syndrome, a rare form of primary headaches, may be secondary to pituitary tumours. The secondary forms usually related with prolactinomas. The response of dopamin agonists could be variable. In this study, we reported a case of SUNCT syndrome secondary to prolactinoma. Cranial magnetic resonance imaging was performed for this patient because of the increase in pain severity and frequency. A hemorrhage was detected into the prolactinoma ipsilateral to the pain. The headache attacks were taken undercontrol and remission was ensured with cabergoline in a short time.

Baloon angioplasty for venous sinus stenosis in a idiopathic intracranial hypertension case.

The Idiopathic Intracranial Hypertension (IIH) is a well characterised condition with intractable headaches, visual obscurations, and papilloedema as dominant features, mainly affecting obese women. With the advent of magnetic resonance (MR) venography and increased use of cerebral angiography, there has been recent emphasis on the significant number of patients with IIH found to have associated non-thrombotic dural venous sinus stenosis. This has led to a renewed interest in endovascular stenting and angioplasty as a treatment for IIH in patients non-responsive to medical treatment. We present a patient without known risk factors for IIH and non-responsive to treatment. The 19-year-old woman presented with headache and diplopia. She was diagnosed with IIH since she was five years of age and had been non-responsive to lumbar cerebrospinal fluid (CSF) drainage and acetazolamide treatment. MR venography revealed thin calibration of transverse sinus. Digital subtraction angiography (DSA) venous phase also revealed 50% stenosis of transverse sinus, 50% stenosis of left proximal sigmoid sinus and 90% stenosis of its distal part leading to obstruction of left transverse sinus outflow and forced directed drainage of left hemisphere to the anterior region.

THE DIAGNOSTIC AND MANAGEMENT CHALLENGES FOR POSTERIOR REVERSIBLE LEUCOENCEPHALOPATHY SYNDROME.

Posterior reversible encephalopathy syndrome (PRES) is a clinicoradiological entity characterized by epileptic seizures, headaches, altered mental status and focal neurological signs. Hypertension is the second most common condition associated with PRES. The 50-year-old-male patient with, right-sided hemiparesis and speech disturbances admitted to our clinic. His blood pressure at the emergency service was 220/140 mmHg. A left putaminal hematoma was seen in his CT and MRI. In his brain MRI, FLAIR and T2 -weighted sequences showed bilateral symmetric diffuse hyperintensities in the brain stem, basal ganglia, and occipital, parietal, frontal, and temporal lobes. After the intense antihypertensive drug treatment, his blood pressure came to normal limits within a week. During his hospitalisation he had a recurrent speech disturbance lasting an hour. His electroencephalography was normal. In his repeated diffusion weighted MRI, an acute lacunary infarct was seen on right centrum semiovale. Two months later, the control MRI showed only the previous lacuner infarcts and the chronic putaminal hematoma. We presented a case developping either a cerebral hemorrhage or a lacunar infarction due to PRES. The main reason of the following complications of the disease was delayed diagnosis. Uncontrolled hypertension was guilted for the events.

An unusual cause of foreign-body sensation in the throat: a displaced superior cornu of the thyroid cartilage.

Foreign-body sensation is a nonspecific symptom of aerodigestive tract diseases. We describe the case of a 42-year-old man who presented with a foreign-body sensation in the throat that was found to be caused by a displaced superior cornu of the thyroid cartilage. Such a displacement is not well known, but we believe that it may not be rare. These cases can be overlooked and misdiagnosed as chronic nonspecific pharyngitis or laryngopharyngeal reflux. However, a careful laryngoscopic examination by an otolaryngologist who considers the possibility of such a pathology may result in an accurate diagnosis, which might spare an affected patient from a lifelong pharmacotherapeutic regimen.

The role of DTI in early detection of cervical spondylotic myelopathy: a preliminary study with 3-T MRI.

INTRODUCTION: The radiological diagnosis of cervical spondylotic myelopathy (CSM) has to be made as soon as possible, since surgery performed in earlier stages during the course of CSM was reported to be more successful when compared with later stages. We hypothesized that diffusion tensor imaging (DTI) may detect CSM in earlier stages, before the appearance of signal increase in T2-weighted sequences. METHODS: A total of 16 patients with neurological signs and symptoms of CSM but without hyperintensity in spinal cord on T2-weighted sequences enrolled in the study. The magnetic resonance (MR) examinations were performed on a 3-T MR imaging system. Apparent diffusion coefficient (ADC) and fractional anisotropy (FA) maps were generated on axial plane. The ADC and FA measurements in each individual were made at the level of most severe cervical canal stenosis and at a nonstenotic level. Student's t test was used to compare FA and ADC values of the spinal cord in stenotic and nonstenotic segments. We also investigated if there was a correlation between DTI parametrics and duration of clinical symptoms by using Pearson correlation analysis. RESULTS: All patients showed changes in DTI parametrics at stenotic segments. While FA values of the spinal cord at the stenotic level showed a statistically significant reduction, there was a statistically significant increase in the measured ADC values (p < 0.001). There was no statistical correlation between the duration of symptoms and DTI parametrics. CONCLUSION: Our preliminary findings indicate that DTI may show abnormalities in the spinal cord before the development of T2 hyperintensity on conventional sequences in patients with CSM.

Regression of neointimal hyperplasia of an intracranial stent: 6 years follow-up of a wide-necked aneurysm.

We present a case of wide-necked giant aneurysm located at the P1-P2 segment of the posterior cerebral artery. The initial goal for treatment of the aneurysm was hemodynamic flow redirection with subsequent thrombosis so the procedure and involved stent placement to the neck of the aneurysm without any filling material. During follow up, significant in-stent stenosis due to intimal hyperplasia was found at the 6th month on digital subtraction angiography. Regression of in-stent neointimal stenosis at the 18th month and a total disappearance at the 76th month were observed on follow-up angiograms. Illustrating the reversibility of neointimal hyperplasia during a long follow up period was the main goal of this case report.

Heart rate variability of young men with idiopathic hypogonadotropic hypogonadism.

BACKGROUND: There is little data available regarding the effects of male sex hormones on cardiac autonomic function. The aim of this study is to evaluate the association between hormones of male hypothalamo-pitiutary-gonadal axis and cardiac autonomic function by comparing heart rate variability (HRV) parameters of young male idiopathic hypogonadotropic hypogonadism patients with those of healthy controls. METHODS: The study consisted of 22 male idiopathic hypogonadotropic hypogonadism patients (mean age 20.8+/-1.2years) and the same number of age-matched healthy male controls (mean age 21.0+/-1.5years). A 24-hour Holter monitoring was performed to assess the time and frequency-domain parameters. The HRV parameters of patients and control groups were compared, and possible associations between levels of tested hormones and HRV parameters were evaluated. RESULTS: The standard deviation of all NN intervals (SDNN), standard deviation of the averages of NN intervals in all 5min segments (SDANN), power in low frequency range (LF, ms(2)) and power in high frequency range (HF, ms(2)) values of patients were significantly lower compared to those of controls (147.47+/-56.16 vs. 193.63+/-40.89; 138.31+/-57.64 vs. 190.15+/-43.94; 397.8+/-236.7 vs. 491.5+/-208.4; and 133.6+/-97.4 vs. 198.5+/-91.6 respectively; p<0.05 for all). Significant negative correlations were observed between serum FSH, LH and testosterone levels and most of the HRV parameters. CONCLUSIONS: Deficiency in the male hypothalamo-pituitary-gonadal axis seems to adversely affect cardiac autonomic modulation with increased sympathetic and decreased parasympathetic components of HRV.

Evaluation of vascular reactivity of young male hypogonadotrophic hypogonadism patients.

We aimed to study the vascular reactivity of young male hypogonadal hypogonadism patients without any cardiovascular risk factors and compare these findings with the ones of age-matched healthy controls. Study population consisted of 26 young male hypogonadotrophic hypogonadism patients (20.9 +/- 1.3 years) and 25 age-matched healthy male controls (21.8 +/- 2.9 years, P = NS). In addition to detailed hormonal analysis, each subject underwent ultrasound study of right brachial artery. Vessel diameter was measured at rest, during reactive hyperemia [endothelium-dependent flow-mediated vasodilation (FMD)] and after sublingual nitroglycerin administration (endothelium-independent vasodilation). Both flow-mediated and endothelium-independent sublingual nitroglycerin mediated dilatation values of patients were higher compared to controls (12.98 +/- 10.76% vs. 7.92 +/- 1.96%, P = 0.003 and 21.44 +/- 10.36% vs. 14.72 +/- 3.57%, P = 0.023, respectively). Linear regression analysis revealed that only serum HDL levels (relative risk 2.94, 95% CI 0.12-0.66, P = 0.006) and baseline vessel diameter (relative risk -2.77, 95% CI -17.73 to -2.70, P = 0.009) were found to be independently associated with FMD values. Endogenous male sex hormones seem to exert negative effects on vascular reactivity parameters and much of their effects are indirect that is by the way of alteration on lipid profile.

Isolated cortical venous thrombosis associated with intracranial hypotension syndrome.

The association of intracranial hypotension syndrome with cerebral venous thrombosis is rare. We report our experience with isolated cortical venous thrombosis, which developed after unsuccessful epidural anesthesia. Magnetic resonance imaging showed characteristic imaging findings of intracranial hypotension syndrome, such as dural thickening and brain sagging. We also detected right parietal venous hemorrhagic infarction secondary to right-sided cortical venous thrombosis. After the treatment of intracranial hypotension via epidural blood patch, heparin was used to treat cortical venous thrombosis.