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1.
Neuroradiology ; 63(6): 975-980, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33677621

RESUMEN

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.


Asunto(s)
Embolización Terapéutica , Aneurisma Intracraneal , Humanos , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/cirugía , Estudios Retrospectivos , Stents , Resultado del Tratamiento
2.
Ideggyogy Sz ; 73(1-2): 65-69, 2020 Jan 30.
Artículo en Inglés | MEDLINE | ID: mdl-32057207

RESUMEN

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.


Asunto(s)
Alcoholismo , Enfermedad de Marchiafava-Bignami , Alcoholismo/complicaciones , Cuerpo Calloso/diagnóstico por imagen , Cuerpo Calloso/patología , Humanos , Imagen por Resonancia Magnética , Enfermedad de Marchiafava-Bignami/complicaciones , Enfermedad de Marchiafava-Bignami/diagnóstico por imagen , Necrosis
3.
Ideggyogy Sz ; 72(3-4): 131-133, 2019 Mar 30.
Artículo en Húngaro | MEDLINE | ID: mdl-30957468

RESUMEN

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.


Asunto(s)
Epilepsia/etiología , Convulsiones/etiología , Síndrome de Sturge-Weber , Esclerosis Tuberosa , Femenino , Humanos , Imagen por Resonancia Magnética , Adulto Joven
4.
Ideggyogy Sz ; 71(3-04): 137-139, 2018 Mar 30.
Artículo en Inglés | MEDLINE | ID: mdl-29889472

RESUMEN

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.


Asunto(s)
Angiografía de Substracción Digital , Síndrome de la Arteria Espinal Anterior/diagnóstico por imagen , Adulto , Síndrome de la Arteria Espinal Anterior/tratamiento farmacológico , Diagnóstico Diferencial , Femenino , Humanos
5.
J Craniofac Surg ; 28(1): e74-e75, 2017 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-27906849

RESUMEN

Temporal bone fractures can occur as a result of various head trauma. The most common cause of the hemotympanum is traumatic temporal bone fracture. Facial paralysis and hearing loss can be seen associated with temporal bone fracture. The development of the internal carotid artery aneurysm after temporal bone fracture is extremely rare. In this article, the authors evaluated carotid artery aneurysm that developed after temporal fracture and aneurism compressed by coagulated blood mass which showed itself as a hemotympanum. The internal carotid artery aneurysm that induced by temporal bone fracture and presented as hemotympanum has not been reported yet. This patient is the first case in the literature. Diagnosis, treatment, and follow-up options will be discussed in the light of current literature.


Asunto(s)
Aneurisma Falso/complicaciones , Aneurisma Falso/diagnóstico por imagen , Enfermedades de las Arterias Carótidas/complicaciones , Enfermedades del Oído/etiología , Oído Medio , Hemorragia/etiología , Adulto , Enfermedades de las Arterias Carótidas/diagnóstico por imagen , Arteria Carótida Interna/diagnóstico por imagen , Parálisis Facial/etiología , Pérdida Auditiva Conductiva/etiología , Humanos , Masculino , Abuso Físico
6.
Ideggyogy Sz ; 70(11-12): 429-432, 2017 Nov 30.
Artículo en Inglés | MEDLINE | ID: mdl-29870652

RESUMEN

Background - Metronidazole is a synthetic antibiotic, which has been commonly used for protozoal and anaerobic infections. It rarely causes dose - and duration - unrelated reversible neurotoxicity. It can induce hyperintense T2/FLAIR MRI lesions in several areas of the brain. Although the clinical status is catastrophic, it is completely reversible after discontinuation of the medicine. Case report - 36-year-old female patient who had recent brain abscess history was under treatment of metronidazole for 40 days. She admitted to Emergency Department with newly onset myalgia, nausea, vomiting, blurred vision and cerebellar signs. She had nystagmus in all directions of gaze, ataxia and incompetence in tandem walk. Bilateral hyperintense lesions in splenium of corpus callosum, mesencephalon and dentate nuclei were detected in T2/FLAIR MRI. Although lumbar puncture analysis was normal, her lesions were thought to be related to activation of the brain abscess and metronidazole was started to be given by intravenous way instead of oral. As lesions got bigger and clinical status got worse, metronidazole was stopped. After discontinuation of metronidazole, we detected a dramatic improvement in patient's clinical status and MRI lesions reduced. Conclusion - Although metronidazole induced neurotoxicity is a very rare complication of the treatment, clinicians should be aware of this entity because its adverse effects are completely reversible after discontinuation of the treatment.


Asunto(s)
Antibacterianos/toxicidad , Encéfalo/efectos de los fármacos , Encéfalo/diagnóstico por imagen , Metronidazol/toxicidad , Adulto , Antibacterianos/uso terapéutico , Absceso Encefálico/diagnóstico por imagen , Absceso Encefálico/tratamiento farmacológico , Femenino , Humanos , Metronidazol/uso terapéutico
7.
J Pak Med Assoc ; 65(5): 561-4, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-26028395

RESUMEN

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.


Asunto(s)
Angioplastia de Balón/métodos , Trastornos Cerebrovasculares/cirugía , Senos Craneales/cirugía , Seudotumor Cerebral/cirugía , Angiografía de Substracción Digital , Trastornos Cerebrovasculares/complicaciones , Trastornos Cerebrovasculares/diagnóstico por imagen , Constricción Patológica/complicaciones , Constricción Patológica/diagnóstico por imagen , Constricción Patológica/cirugía , Senos Craneales/diagnóstico por imagen , Femenino , Humanos , Seudotumor Cerebral/diagnóstico por imagen , Seudotumor Cerebral/etiología , Adulto Joven
8.
Cureus ; 16(1): e51621, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38318559

RESUMEN

INTRODUCTION: This observational, cross-sectional, and retrospective study was conducted at the Dokuz Eylül University Emergency Department in Izmir, Turkey, after obtaining ethical consent (Dokuz Eylül University Medical Faculty Ethics Committee, approval no. 2019/15-37). In this study, we aimed to determine missed radiological diagnoses and their effects on mortality and morbidity by comparing the ED diagnoses of patients and radiology reports of these patients who presented to the emergency department (ED) with multiple traumas and scanned full-body computed tomography (CT). MATERIALS AND METHODS: This observational, cross-sectional, and retrospective study was conducted at the Dokuz Eylül University Emergency Department in Izmir, Turkey. Adult patients who presented to the ED with trauma between July 1, 2016 and June 30, 2018 and who had a full-body CT were included in the study. Radiology reports of CTs and ED electronic file information were compared. Missed diagnoses were determined for all body parts. RESULTS: In this study, 1,358 patients who had scanned full-body CT in the ED were evaluated. A total of 369 diagnoses were missed in 248 (18.3%) of the patients. The diagnosis-to-patient ratio was 0.27. In the process of individually evaluating pathological diagnoses in all body regions, it was low only in brain edema, pneumomediastinum, bladder injury, and mesentery injury. At least, there was one missed diagnosis in 88 (9.7%) of 907 (66.8%) discharged patients. At least, there was one missed diagnosis in 18/23 (78.3%) patients who died within the first 48 hours. Among the patients who have missed diagnosis, the rate of the discharged patients was 35.5%, patients called back from home was 1.2%, intensive care unit admission was 20.2%, hospitalization was 65.7%, and death was 8.9%. Among the patients who did not have missed diagnosis, the rates were 73.8%, 0%, 5%, 26.9%, and 0.8%, respectively. CONCLUSION:  Thoracic region pathologies are the most frequently missed pathologies, and orthopedics was the most frequently consulted department related to the missed diagnoses. Patients who have a missed diagnosis had lesser discharging from the ED than the other patients and had higher rates of in-hospital deaths, hospitalization, and intensive care unit admission.

9.
Clin Neuroradiol ; 2024 Sep 02.
Artículo en Inglés | MEDLINE | ID: mdl-39222145

RESUMEN

OBJECTIVE: In 2022, arterioectatic spinal angiopathy (AESA) of childhood was reported as a fatal, progressive, multi-segment myelopathy associated with a unique form of non-inflammatory spinal angiopathy involving diffuse dilatation of the anterior spinal artery and cord congestion in children. In this study, we present four more cases of AESA, using early and long-term conventional imaging and flat detector computed tomography angiography (FDCTA) imaging to assess the probability of disease regression and prevent unnecessary interventions. METHODS: We retrospectively reviewed the clinical and radiological findings of four patients with AESA seen in two neuroradiology departments between 2014 and 2023. RESULTS: The study included three boys and one girl. Two of the boys were siblings. Although the clinical and radiological presentation in the early stages of the clinical course overlapped the definition of AESA, the clinical course was more benign in three of the cases. The clinical courses of the two siblings with monosegmental cord involvement and largely reversible radiological findings suggest that some of the features in the initial definition of the disease cannot be standardized for all patients. The siblings had a mutation of the NDUFS gene, which is involved in mitochondrial function and clinical-radiological reversibility in these patients. CONCLUSION: Many mitochondrial diseases, such as this NDUFS mutation, present with myelopathy, and mitochondrial diseases can sometimes show spontaneous recovery. It is crucial to identify other genetic mutations or environmental factors that trigger the accompanying vascular ectatic findings in AESA in larger multicenter studies to prevent its potential lethal course and possible unnecessary surgical-endovascular interventions.

10.
Cureus ; 15(9): e44527, 2023 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-37790053

RESUMEN

AIM: This study aimed to examine the effect of the pandemic on emergency service visits, together with the pre- and post-pandemic period data. MATERIAL AND METHODS: The charts of patients who applied to the emergency department between 2019 and 2021 were included in the study. We analysed patients' charts from the pre-pandemic period (January 1, 2019-February 29, 2020), the pandemic period (March 1, 2020-June 30, 2021; from the date of detection of the first COVID-19 case to the date of the second dose of the vaccine), and normalisation period (July 1, 2021-December 31, 2021; the date from the completion of vaccination to the end of the year). Demographic characteristics, triage codes, diagnoses, hospitalisation or referral status, population ratio, admission rate, and mortality were examined in these data. RESULTS: In total, 529,706 patient charts were examined. When the pre-pandemic period (15,983.29±1,493.19) was compared with the pandemic period (11,342.94±2,350.15), it was observed that there was a decrease in the number of visit period. In the post-pandemic period, patients coming to the hospital decreased following vaccination. It was determined that there were more visits (20742.17±967.61) compared to the pre-pandemic period. CONCLUSION: The data demonstrate that, during the pandemic period, visits decreased in general, and the rate of critical patients increased gradually. Accordingly, there are unnecessary visits and inappropriate use of emergency services.

11.
Sci Rep ; 13(1): 8834, 2023 05 31.
Artículo en Inglés | MEDLINE | ID: mdl-37258516

RESUMEN

The use of deep learning (DL) techniques for automated diagnosis of large vessel occlusion (LVO) and collateral scoring on computed tomography angiography (CTA) is gaining attention. In this study, a state-of-the-art self-configuring object detection network called nnDetection was used to detect LVO and assess collateralization on CTA scans using a multi-task 3D object detection approach. The model was trained on single-phase CTA scans of 2425 patients at five centers, and its performance was evaluated on an external test set of 345 patients from another center. Ground-truth labels for the presence of LVO and collateral scores were provided by three radiologists. The nnDetection model achieved a diagnostic accuracy of 98.26% (95% CI 96.25-99.36%) in identifying LVO, correctly classifying 339 out of 345 CTA scans in the external test set. The DL-based collateral scores had a kappa of 0.80, indicating good agreement with the consensus of the radiologists. These results demonstrate that the self-configuring 3D nnDetection model can accurately detect LVO on single-phase CTA scans and provide semi-quantitative collateral scores, offering a comprehensive approach for automated stroke diagnostics in patients with LVO.


Asunto(s)
Isquemia Encefálica , Accidente Cerebrovascular , Humanos , Angiografía por Tomografía Computarizada/métodos , Accidente Cerebrovascular/diagnóstico por imagen , Tomografía Computarizada por Rayos X , Arteria Cerebral Media , Estudios Retrospectivos , Angiografía Cerebral/métodos
12.
Headache ; 52(5): 808-19, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22512384

RESUMEN

AIM: Spontaneous intracranial hypotension (SIH) is caused by spontaneous cerebrospinal fluid (CSF) leaks and is known to cause orthostatic headaches. Phase-contrast magnetic resonance imaging (PC-MRI) is a non-invasive technique that can be used to quantify variation in CSF flow. The aim of this study was to assess CSF flow dynamics using PC-MRI in SIH. MATERIALS AND METHODS: Twenty-five patients with a definitive diagnosis of SIH and 25 healthy subjects were evaluated with PC-MRI. Magnetic resonance (MR) images were acquired using a 1.5-T unit with an 8-channel head coil. Differences between SIH patients and control subjects were assessed statistically using Wilcoxon's rank sum test, Spearman's rho test, or Pearson's chi-square test, as appropriate. RESULTS: CSF flow volumes toward the third ventricle, CSF flow volumes toward the fourth ventricle, the absolute stroke volume, the peak systolic velocity, and the peak diastolic velocity in SIH patients were significantly smaller than those in control subjects (P < .0001). On the other hand, the net CSF flow volume (P = .9227) and the net CSF flow direction (P = .2472) for SIH patients and control subjects were not significantly different. CONCLUSIONS: The results obtained by CSF flow analysis were directly related to values of CSF opening pressure, determined by lumbar puncture, and clinical findings, such as headache scores. Thus, CSF flow analysis with PC-MRI, which has a short performance time and is non-invasive, may contribute to assessment of SIH patients.


Asunto(s)
Presión del Líquido Cefalorraquídeo/fisiología , Hidrodinámica , Hipotensión Intracraneal/líquido cefalorraquídeo , Imagen por Resonancia Magnética/métodos , Adulto , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador , Hipotensión Intracraneal/diagnóstico , Masculino , Persona de Mediana Edad , Volumen Sistólico/fisiología , Adulto Joven
13.
Neuroradiology ; 54(12): 1355-65, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22695740

RESUMEN

INTRODUCTION: Endovascular treatment of intracranial aneurysms has been an effective treatment option. In this paper, we report our experience with the Silk stent (SS) for endovascular treatment of complex intracranial aneurysms and present periprocedural events, immediate results, delayed complications, and imaging and clinical follow-up results. METHODS: We retrospectively examined angiographic images and clinical reports of 76 consecutive patients with 87 intracranial aneurysms who were treated with SSs between March 2008 and June 2011. RESULTS: All aneurysms could be successfully covered technically using implanted SSs, with an overall mortality of 6.6 %. Two transient morbidities (2.6 %) and three permanent morbidities due to embolic events (3.9 %) were observed. Unexpected procedural technical events occurred in 18 procedures (18/78, 23.1 %). Control angiographies were performed in all 71 patients with 82 aneurysms (100 %). Mean angiographic follow-up time was 17.5 ± 11.1 months [range 2-48 months]. Sixteen of the 71 patients with 19 aneurysms had only early angiographic controls in the first 6 months while remaining 55 patients with 63 aneurysms (77.5 %) had late controls after 6 months. Overall control angiographic occlusion rates were as follows: 87.8 % (72/82) total occlusion, 8.5 % residual aneurysm filling, and 3.7 % residual neck filling. The general in-stent stenosis rate in controls was 5.6 % and the stented parent artery occlusion rate was 4.2 %. Five (6.6 %) aneurysms ruptured after stent implantation in our series. CONCLUSION: The Silk stent is an effective tool for the treatment of challenging aneurysms, which have previously demonstrated higher re-growth rates and technical problems, despite unexpected higher hemorrhage rates after treatment and deployment difficulties.


Asunto(s)
Aneurisma Intracraneal/cirugía , Procedimientos Neuroquirúrgicos/métodos , Stents , Adulto , Anciano , Angioplastia de Balón , Angiografía Cerebral , Femenino , Humanos , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/mortalidad , Masculino , Persona de Mediana Edad , Neuroimagen , Procedimientos Neuroquirúrgicos/efectos adversos , Inhibidores de Agregación Plaquetaria/uso terapéutico , Recurrencia , Estudios Retrospectivos , Stents/efectos adversos , Resultado del Tratamiento
14.
Neuroradiology ; 54(6): 547-54, 2012 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-21792617

RESUMEN

INTRODUCTION: The purpose of the present study was to determine the role of diffusion-weighted imaging (DWI) and to investigate the use of DWI in the diagnosis of brain death (BD). METHODS: We prospectively evaluated 22 patients diagnosed with clinical BD (9 women, 13 men; mean age, 39.63 ± 15.1 years; age range, 9-66 years). All clinical criteria for BD were present in all 22 patients before magnetic resonance imaging, including a positive apnea test. For all cases, DW images, T2-weighted images, and fluid-attenuated inversion recovery were obtained. Thirteen distinct neuroanatomical structures were selected for analysis in all the cases. For each region of interest, the mean, standard deviation, and range of the average apparent diffusion coefficient (ADCav) values were obtained. RESULTS: For BD patients, ADC values in all neuroanatomical structures were significantly lower than those for control subjects. We determined how ADC values in all structures were related to the diagnostic condition as well as the appropriate threshold ADC values to classify a subject as BD or control. The sensitivity, specificity, positive and negative predictive values, and correct classification rate of ADC cutoff values to distinguish BD from control groups were 100%. CONCLUSIONS: DWI might be used as a noninvasive confirmatory test for the diagnosis of BD in the future.


Asunto(s)
Muerte Encefálica/patología , Encéfalo/patología , Imagen de Difusión por Resonancia Magnética/métodos , Adolescente , Adulto , Anciano , Niño , Femenino , Humanos , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Adulto Joven
15.
Rheumatol Int ; 32(3): 805-7, 2012 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-21327424

RESUMEN

Sjögren's syndrome is primarily a chronic systemic autoimmune disease that affects exocrine organs. Neurologic symptoms frequently present as peripheral neuropathy due to small vessel vasculitis. Type and prevalence of central nervous system involvement are still controversial. In this report, we present a 35-year-old woman with primary Sjögren's syndrome with central nervous system vasculitic involvement.


Asunto(s)
Enfermedades del Sistema Nervioso Central/diagnóstico , Síndrome de Sjögren/diagnóstico , Vasculitis/diagnóstico , Adulto , Angiografía de Substracción Digital/métodos , Azatioprina/uso terapéutico , Encéfalo/patología , Enfermedades del Sistema Nervioso Central/tratamiento farmacológico , Enfermedades del Sistema Nervioso Central/etiología , Diagnóstico Diferencial , Quimioterapia Combinada , Femenino , Humanos , Hidroxicloroquina/uso terapéutico , Imagen por Resonancia Magnética , Prednisolona/uso terapéutico , Síndrome de Sjögren/complicaciones , Síndrome de Sjögren/tratamiento farmacológico , Vasculitis/tratamiento farmacológico , Vasculitis/etiología
16.
Eur Spine J ; 21 Suppl 4: S378-82, 2012 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-21611852

RESUMEN

In this article the authors describe a novel technique for performing epidural blood patch (EBP) by percutaneous CT-guided translaminar approach in challenging cases where interlaminar approach is not possible. A 24-year-old woman with medical history of multiple spinal surgeries and instrumentations for the treatment of scoliosis, presented 3 months post-operatively with acute and severe orthostatic headaches that began 1 week after surgery. Neurological examination was normal. Brain magnetic resonance imaging (MRI) showed mild thickening and contrast enhancing in the bilateral dura. Computed tomography (CT) myelography revealed CSF leakage in the level of T3 vertebra. EBP was attempted using fluoroscopic and then CT guidance; however, despite multiple attempts, the epidural space could not be accessed through the interlaminar route due to extensive instrumentation of the spine and profound structural bony abnormalities. EBP was performed successfully via a CT-guided translaminar approach using an Ostycut trephine needle (Angiomed(®)/Bard, Karlsruhe), without complications.


Asunto(s)
Parche de Sangre Epidural/métodos , Rinorrea de Líquido Cefalorraquídeo/terapia , Hipotensión Intracraneal/terapia , Rinorrea de Líquido Cefalorraquídeo/complicaciones , Femenino , Cefalea/etiología , Cefalea/terapia , Humanos , Hipotensión Intracraneal/complicaciones , Tomografía Computarizada por Rayos X , Resultado del Tratamiento , Adulto Joven
17.
Sci Rep ; 12(1): 2084, 2022 02 08.
Artículo en Inglés | MEDLINE | ID: mdl-35136123

RESUMEN

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.


Asunto(s)
Aprendizaje Profundo , Hemorragia Intracraneal Traumática/diagnóstico por imagen , Tomografía Computarizada por Rayos X , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Servicio de Urgencia en Hospital , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Estudios Retrospectivos , Adulto Joven
18.
Sci Rep ; 11(1): 12434, 2021 06 14.
Artículo en Inglés | MEDLINE | ID: mdl-34127692

RESUMEN

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.


Asunto(s)
Aprendizaje Profundo/estadística & datos numéricos , Imagen de Difusión por Resonancia Magnética/instrumentación , Interpretación de Imagen Asistida por Computador/instrumentación , Accidente Cerebrovascular Isquémico/diagnóstico , Radiólogos/estadística & datos numéricos , Anciano , Anciano de 80 o más Años , Encéfalo/diagnóstico por imagen , Conjuntos de Datos como Asunto , Femenino , Humanos , Interpretación de Imagen Asistida por Computador/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos
19.
AJNR Am J Neuroradiol ; 26(3): 522-4, 2005 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-15760859

RESUMEN

We report the case of a 43-year-old man who underwent endovascular treatment for posterior inferior cerebellar aneurysm. Significant hemodynamic changes were observed as electric stimulation was applied during coil detachment for a PICA aneurysm. We postulate that changes in heart rate and blood pressure during coil detachment were due to the electric stimulation of the tonic vasomotor center located in the rostral ventrolateral medulla, which was very close to the PICA aneurysm.


Asunto(s)
Enfermedades Cerebelosas/terapia , Embolización Terapéutica/efectos adversos , Embolización Terapéutica/métodos , Hipertensión/etiología , Aneurisma Intracraneal/terapia , Bulbo Raquídeo/fisiopatología , Taquicardia/etiología , Adulto , Enfermedades Cerebelosas/diagnóstico , Enfermedades Cerebelosas/fisiopatología , Estimulación Eléctrica/efectos adversos , Embolización Terapéutica/instrumentación , Humanos , Aneurisma Intracraneal/diagnóstico , Aneurisma Intracraneal/fisiopatología , Imagen por Resonancia Magnética , Masculino
20.
Turk Neurosurg ; 25(4): 526-31, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-26242327

RESUMEN

AIM: Superior cerebellar artery (SCA) aneurysms are uncommon vascular lesions, thus data about their presentation and clinical management are limited. Our aim was to determine clinical presentation, angiographic findings and mid and long-term clinical and imaging results of endovascular treatment of 49 patients with SCA aneurysm. MATERIAL AND METHODS: Forty-nine patients with SCA aneurysms underwent endovascular treatment (25 female, 24 male; mean age 46.7 years; range, 21-79 years) in our institution. Both aneurysms arising at the origin of SCA and peripheral SCA aneurysms were included to our retrospective study. 73.5% of the patients were presented with subarachnoid hemorrhage. Forty-two of 49 (85.7%) aneurysms were located in the origin of SCA. Mean aneurysm size was 6.5 mm (range 2-16 mm). RESULTS: Forty-seven (95.9%) of the aneurysms were coiled with detachable coils. In two peripheral aneurysms, liquid embolic agent was used. Overall control angiographic occlusion rates were as follows: 87.5% (34/40) total occlusion and 12.5% (6/40) dog-ear remnant. All peripheral SCA aneurysms were occluded with the parent artery. Procedure related mortality was seen in one patient (2%) due to the rupture of another aneurysm. There was no procedure related permanent morbidity. CONCLUSION: Endovascular treatment is an effective and safe option in both peripheral and proximal SCA aneurysms.


Asunto(s)
Enfermedades Cerebelosas/cirugía , Procedimientos Endovasculares/métodos , Aneurisma Intracraneal/cirugía , Adulto , Anciano , Enfermedades Cerebelosas/patología , Angiografía Cerebral , Embolización Terapéutica , Femenino , Estudios de Seguimiento , Humanos , Aneurisma Intracraneal/patología , Masculino , Persona de Mediana Edad , Complicaciones Posoperatorias/epidemiología , Estudios Retrospectivos , Hemorragia Subaracnoidea/cirugía , Resultado del Tratamiento , Adulto Joven
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