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1.
Cancer Radiother ; 24(5): 453-462, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32278653

ABSTRACT

Neuroimaging and especially MRI has emerged as a necessary imaging modality to detect, measure, characterize and monitor brain tumours. Advanced MRI sequences such as perfusion MRI, diffusion MRI and spectroscopy as well as new post-processing techniques such as automatic segmentation of tumours and radiomics play a crucial role in characterization and follow up of brain tumours. The purpose of this review is to provide an overview on anatomical and functional MRI use for brain tumours boundaries determination and tumour characterization in the specific context of radiotherapy. The usefulness of anatomical and functional MRI on particular challenges posed by radiotherapy such as pseudo progression and pseudo esponse and new treatment strategies such as dose painting is also described.


Subject(s)
Brain Neoplasms/diagnostic imaging , Magnetic Resonance Imaging/methods , Neuroimaging/methods , Brain Neoplasms/pathology , Brain Neoplasms/radiotherapy , Brain Neoplasms/secondary , Contrast Media/administration & dosage , Disease Progression , Glioblastoma/diagnostic imaging , Glioblastoma/radiotherapy , Glioma/diagnostic imaging , Glioma/radiotherapy , Humans , Magnetic Resonance Spectroscopy/methods , Neoplasm Grading , Subtraction Technique , Treatment Outcome
2.
Diagn Interv Imaging ; 101(12): 783-788, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32245723

ABSTRACT

PURPOSE: The second edition of the artificial intelligence (AI) data challenge was organized by the French Society of Radiology with the aim to: (i), work on relevant public health issues; (ii), build large, multicentre, high quality databases; and (iii), include three-dimensional (3D) information and prognostic questions. MATERIALS AND METHODS: Relevant clinical questions were proposed by French subspecialty colleges of radiology. Their feasibility was assessed by experts in the field of AI. A dedicated platform was set up for inclusion centers to safely upload their anonymized examinations in compliance with general data protection regulation. The quality of the database was checked by experts weekly with annotations performed by radiologists. Multidisciplinary teams competed between September 11th and October 13th 2019. RESULTS: Three questions were selected using different imaging and evaluation modalities, including: pulmonary nodule detection and classification from 3D computed tomography (CT), prediction of expanded disability status scale in multiple sclerosis using 3D magnetic resonance imaging (MRI) and segmentation of muscular surface for sarcopenia estimation from two-dimensional CT. A total of 4347 examinations were gathered of which only 6% were excluded. Three independent databases from 24 individual centers were created. A total of 143 participants were split into 20 multidisciplinary teams. CONCLUSION: Three data challenges with over 1200 general data protection regulation compliant CT or MRI examinations each were organized. Future challenges should be made with more complex situations combining histopathological or genetic information to resemble real life situations faced by radiologists in routine practice.


Subject(s)
Artificial Intelligence , Magnetic Resonance Imaging , Tomography, X-Ray Computed , Humans , Radiologists
3.
J Neuroradiol ; 47(1): 5-12, 2020 Feb.
Article in English | MEDLINE | ID: mdl-30954548

ABSTRACT

INTRODUCTION: The aim of this study was to assess the agreement between postmortem computed tomography (PMCT) and autopsy in detecting traumatic head injuries. MATERIALS AND METHODS: Consecutive cases of death that underwent both unenhanced PMCT and conventional autopsy were collected from our institution database during a period of 3 years and reviewed retrospectively. PMCT images were reviewed for the presence of fractures (cranial vault, skull base, facial bones and atlas/axis) and intracranial hemorrhage. Kappa values were calculated to determine the agreement between PMCT and autopsy reports. RESULTS: 73 cases were included, of which 44 (60%) had head trauma. Agreement between PMCT and autopsy was almost perfect (κ = 0.95) for fractures and substantial (κ = 0.75) for intracranial hemorrhage. PMCT was superior to autopsy in detecting facial bone and upper cervical spine fractures, and intraventricular hemorrhage. However, in some cases thin extra-axial blood collections were missed on PMCT. CONCLUSIONS: The agreement between PMCT and autopsy in detecting traumatic head injuries was good. Using a combination of both techniques increases the quality of postmortem evaluation because more lesions are detected.


Subject(s)
Autopsy , Brain Injuries, Traumatic/diagnosis , Craniocerebral Trauma/diagnosis , Tomography, X-Ray Computed , Adolescent , Adult , Aged , Aged, 80 and over , Brain Injuries, Traumatic/pathology , Child , Child, Preschool , Craniocerebral Trauma/pathology , Female , Humans , Infant , Infant, Newborn , Male , Middle Aged , Neuroradiography , Young Adult
7.
AJNR Am J Neuroradiol ; 39(1): 77-83, 2018 Jan.
Article in English | MEDLINE | ID: mdl-29074634

ABSTRACT

BACKGROUND AND PURPOSE: In acute ischemic stroke, whether FLAIR vascular hyperintensities represent good or poor collaterals remains controversial. We hypothesized that extensive FLAIR vascular hyperintensities correspond to good collaterals, as indirectly assessed by the hypoperfusion intensity ratio. MATERIALS AND METHODS: We included 244 consecutive patients eligible for reperfusion therapy with MCA stroke and pretreatment MR imaging with both FLAIR and PWI. The FLAIR vascular hyperintensity score was based on ASPECTS, ranging from 0 (no FLAIR vascular hyperintensity) to 7 (FLAIR vascular hyperintensities abutting all ASPECTS cortical areas). The hypoperfusion intensity ratio was defined as the ratio of the time-to-maximum >10-second over time-to-maximum >6-second lesion volumes. The median hypoperfusion intensity ratio was used to dichotomize good (low hypoperfusion intensity ratio) versus poor (high hypoperfusion intensity ratio) collaterals. We then studied the association between FLAIR vascular hyperintensity extent and hypoperfusion intensity ratio. RESULTS: Hypoperfusion was present in all patients, with a median hypoperfusion intensity ratio of 0.35 (interquartile range, 0.19-0.48). The median FLAIR vascular hyperintensity score was 4 (interquartile range, 3-5). The FLAIR vascular hyperintensities were more extensive in patients with good collaterals (hypoperfusion intensity ratio ≤0.35) than with poor collaterals (hypoperfusion intensity ratio >0.35; P for Trend = .016). The FLAIR vascular hyperintensity score was independently associated with good collaterals (P for Trend = .002). CONCLUSIONS: In patients eligible for reperfusion therapy, FLAIR vascular hyperintensity extent was associated with good collaterals, as assessed by the pretreatment hypoperfusion intensity ratio. The ASPECTS assessment of FLAIR vascular hyperintensities could be used to rapidly identify patients more likely to benefit from reperfusion therapy.


Subject(s)
Brain/blood supply , Brain/diagnostic imaging , Collateral Circulation , Magnetic Resonance Imaging/methods , Stroke/diagnostic imaging , Aged , Female , Humans , Male , Middle Aged , Reperfusion , Retrospective Studies , Stroke/therapy
9.
Rev Neurol (Paris) ; 173(9): 542-551, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28583271

ABSTRACT

The management of patients with unruptured intracranial aneurysms (UIAs) is a complex clinical challenge and constitutes an immense field of research. While a preponderant proportion of these aneurysms never rupture, the consequences of such an event are severe and represent an important healthcare problem. To date, however, the natural history of UIAs is not completely understood and there is no accurate means to discriminate the UIAs that will rupture from those that will not. Yet, a good understanding of the recent evidence and future perspectives is needed when advising a patient with IA to tailor any information to the given patient's level of risk and psychoaffective status. Thus, this review addresses the current concepts of epidemiology, risk factors, detection and management of UIAs.


Subject(s)
Intracranial Aneurysm/therapy , Cerebral Angiography , Humans , Intracranial Aneurysm/diagnosis , Intracranial Aneurysm/diagnostic imaging , Intracranial Aneurysm/epidemiology , Risk Factors
10.
Neurochirurgie ; 63(3): 129-134, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28506488

ABSTRACT

Surgical resection of gliomas involving eloquent brain areas must be maximal in order to improve patients' survival, and safe to prevent postoperative impairments. Therefore, the precise spatial relationship between the lesion and eloquent brain areas needs to be established. Functional magnetic resonance imaging and diffusion tensor imaging are robust methods with increasing indications in neurosurgery for past decade. The aim of this review article is not only to pinpoint the major limitations of these methods in order to avoid erroneous conclusions, but also to detail practical aspects associated with the main paradigms routinely used in functional magnetic resonance imaging, and to discuss recent validation of functional magnetic resonance imaging and diffusion tensor imaging results with direct electrical stimulation during awake surgery.


Subject(s)
Brain Neoplasms/diagnostic imaging , Functional Neuroimaging , Glioma/diagnostic imaging , Brain Mapping/methods , Brain Neoplasms/pathology , Brain Neoplasms/surgery , Diffusion Tensor Imaging/methods , Functional Neuroimaging/methods , Glioma/surgery , Humans , Neuronavigation/methods , Treatment Outcome
11.
J Neuroradiol ; 44(3): 192-197, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28237365

ABSTRACT

BACKGROUND AND PURPOSE: Triage imaging facilitates the timely recognition of acute stroke with prognostic implications. Improvement in MR acquisition speed is needed given the extreme time constraints before treatment. We compared an ultrafast Echo-Planar FLAIR sequence (EPI-FLAIR) and a conventional FLAIR sequence (cFLAIR) for their diagnostic performances and ability to estimate the age of infarction. MATERIAL AND METHODS: Between June and August 2014, 125 consecutive patients (age 69±18 years, 48% men) admitted for a suspicion of acute (≤48-hrs) stroke were explored by both FLAIR sequences at 1.5-Tesla. EPI-FLAIR (15-sec) and cFLAIR (2-min and 15-sec) were compared by two readers, blinded to clinical data. RESULTS: EPI-FLAIR was less prone to kinetic artefacts than cFLAIR (2-3% vs. 23-49% depending on the reader, P<0.001). Diagnostic concordance was excellent for both readers (к>0.9). Amongst 8 hemorrhages, one subarachnoid hemorrhage presenting as a sudden deficit was missed on EPI-FLAIR sequence. Amongst 60 infarctions, cFLAIR and EPI-FLAIR were concordant in 50 (83%), while signal changes were visible on cFLAIR only in the remaining 10 (17%) cases. Amongst the 43 patients with known onset time (n=17 within 4.5hrs), FLAIR-DWI mismatch identified<4.5-hrs infarction with the same sensitivity (65%) using cFLAIR and EPI-FLAIR, but the positive predictive value (PPV) was higher for cFLAIR than for EPI-FLAIR (73% vs. 50%, P=0.008). CONCLUSION: EPI-FLAIR allows a drastic reduction of acquisition time devoted to FLAIR sequence and minimizes motion artifacts. Compared with cFLAIR, it is however associated with increased risk of undiagnosed stroke mimics and lower PPV for identifying<4.5-hrs infarctions.


Subject(s)
Diffusion Magnetic Resonance Imaging/methods , Echo-Planar Imaging/methods , Image Enhancement/methods , Stroke/diagnostic imaging , Aged , Artifacts , Diagnosis, Differential , Diagnostic Imaging , Female , Humans , Male , Retrospective Studies , Sensitivity and Specificity
12.
Diagn Interv Imaging ; 96(7-8): 657-66, 2015.
Article in English | MEDLINE | ID: mdl-26141485

ABSTRACT

Traumatic subarachnoid hemorrhage (SAH) has an annual incidence of 9 per 100 000 people. It is a rare but serious event, with an estimated mortality rate of 40% within the first 48hours. In 85% of cases, it is due to rupture of an intracranial aneurysm. In the early phase, during the first 24hours, cerebral CT, combined with intracranial CT angiography is recommended to make a positive diagnosis of SAH, to identify the cause and to investigate for an intracranial aneurysm. Cerebral MRI may be proposed if the patient's clinical condition allows it. FLAIR imaging is more sensitive than CT to demonstrate a subarachnoid hemorrhage and offers greater degrees of sensitivity for the diagnosis of restricted subarachnoid hemorrhage in cortical sulcus. A lumbar puncture should be performed if these investigations are normal while clinical suspicion is high.


Subject(s)
Aneurysm, Ruptured/diagnosis , Emergencies , Subarachnoid Hemorrhage, Traumatic/diagnosis , Subarachnoid Hemorrhage/diagnosis , Aneurysm, Ruptured/mortality , Artifacts , Cerebral Angiography , Contrast Media , Diagnosis, Differential , Humans , Hydrocephalus/diagnosis , Hydrocephalus/mortality , Image Enhancement , Magnetic Resonance Angiography , Magnetic Resonance Imaging , Male , Middle Aged , Neurologic Examination , Sensitivity and Specificity , Spinal Puncture , Subarachnoid Hemorrhage/mortality , Subarachnoid Hemorrhage, Traumatic/mortality , Tomography, X-Ray Computed
13.
Eur J Neurol ; 22(6): 967-72, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25786977

ABSTRACT

BACKGROUND AND PURPOSE: The susceptibility vessel sign (SVS) on T2*-weighted magnetic resonance imaging has been reported in several studies as a negative predictor of early recanalization after intravenous thrombolysis. The meaning of SVS regarding the results of mechanical thrombectomy with stent retrievers was investigated. METHODS: Susceptibility vessel sign presence and length were studied in 153 acute ischaemic stroke patients (82 men; mean ± SD age 59 ± 17 years, baseline National Institutes of Health Stroke Scale score 17.2 ± 6.5) from three stroke centres, treated with either mechanical thrombectomy alone (n = 84) or bridging therapy (n = 69). Variables were compared between recanalizers, defined as thrombolysis in cerebral infarction (TICI) scores ≥2b, and non-recanalizers (TICI<2b). RESULTS: The SVS was present in 113 (73.8%) patients. There was no association between the presence of SVS and recanalization, obtained in 86 (56.2%) patients, in the whole population [odds ratio (OR) 1.24, 95% confidence interval (CI) 0.53-2.92, P = 0.84) and in treatment subgroups (bridging: OR = 0.91, 95% CI 0.29-2.87, P = 1.0; thrombectomy alone: OR = 1.85, 95% CI 0.48-7.16, P = 0.54). However, in SVS+ patients, recanalization decreased with SVS length (OR 0.94 for each additional mm, 95% CI 0.89-0.99; P = 0.02). CONCLUSIONS: The success of recanalization in acute stroke patients treated with stent retrievers was related to thrombus length but not to the presence of SVS.


Subject(s)
Brain Ischemia/therapy , Magnetic Resonance Imaging , Mechanical Thrombolysis/methods , Outcome Assessment, Health Care , Stroke/therapy , Thrombosis/pathology , Adult , Aged , Brain Ischemia/pathology , Cohort Studies , Female , Humans , Male , Mechanical Thrombolysis/instrumentation , Middle Aged , Stents , Stroke/pathology , United States
14.
J Neuroradiol ; 42(1): 3-11, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25649922

ABSTRACT

Neuroimaging is critical in the evaluation of patients with transient ischemic attack (TIA) and MRI is the recommended modality to image an ischemic lesion. The presence of a diffusion (DWI) lesion in a patient with transient neurological symptoms confirms the vascular origin of the deficit and is predictive of a high risk of stroke. Refinement of MR studies including high resolution DWI and perfusion imaging using either MRI or CT further improve the detection of ischemic lesions. Rapid etiological work-up includes non-invasive imaging of cervical and intracranial arteries to search for symptomatic stenosis/occlusion associated with an increased risk of stroke.


Subject(s)
Brain/diagnostic imaging , Brain/pathology , Cerebral Angiography/trends , Ischemic Attack, Transient/diagnosis , Magnetic Resonance Angiography/trends , Tomography, X-Ray Computed/trends , Humans , Neuroradiography/trends
15.
Rev Neurol (Paris) ; 171(1): 45-57, 2015 Jan.
Article in French | MEDLINE | ID: mdl-25555853

ABSTRACT

Moya-Moya disease is a rare arterial occlusive disease affecting the internal carotid artery and its branches. It is found in both pediatric and adult populations, and it may lead to severe clinical presentations such as stroke and intracranial hemorrhage. Several surgical procedures have been developed to improve its clinical outcome. Imaging techniques have a key role in management of Moya-Moya disease, as they are necessary for diagnosis, choice of treatment and follow-up. Although catheter angiography remains the diagnostic gold standard, and nuclear-medicine techniques best perform hemodynamic studies, less invasive imaging techniques have become efficient in serving these purposes. Conventional MRI and MR angiography, as well as MR functional and metabolic studies, are now widely used in each stage of disease management, from diagnosis to follow-up. CT scan and Doppler sonography may also help assess severity of disease and effects of treatment. The aim of this review is to clarify the utility, efficiency and latest developments of each imaging modality in management of Moya-Moya disease.


Subject(s)
Diagnostic Imaging/methods , Moyamoya Disease/diagnosis , Adult , Cerebral Angiography/methods , Echoencephalography/methods , Humans , Magnetic Resonance Angiography/methods , Tomography, X-Ray Computed/methods , Ultrasonography, Doppler , Vascular Access Devices
16.
AJNR Am J Neuroradiol ; 36(2): 269-74, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25190202

ABSTRACT

BACKGROUND AND PURPOSE: In acute stroke with proximal artery occlusion, FLAIR vascular hyperintensities observed beyond the boundaries of the cortical lesion on DWI (newly defined "FLAIR vascular hyperintensity-DWI mismatch") may be a marker of tissue at risk of infarction. Our aim was to compare the occurrence of FLAIR vascular hyperintensity-DWI mismatch relative to that of perfusion-weighted imaging-DWI mismatch in patients with proximal MCA occlusion before IV thrombolysis. MATERIALS AND METHODS: In 141 consecutive patients with proximal MCA occlusion, 2 independent observers analyzed FLAIR images for the presence of FLAIR vascular hyperintensity-DWI mismatch before IV thrombolysis. PWI-DWI mismatch was defined as Volumehypoperfusion > 1.8 × VolumeDWI, with Volumehypoperfusion > 6 seconds on time to maximum value of the residue function maps in the 94 patients with available PWI. The presence of FLAIR vascular hyperintensity-DWI mismatch, PWI-DWI mismatch, and infarct growth on 24-hour follow-up DWI was compared. RESULTS: A FLAIR vascular hyperintensity-DWI mismatch was present in 102/141 (72%) patients, with an excellent interobserver reliability (κ = 0.91), and a PWI-DWI mismatch, in 61 of the 94 (65%) patients with available PWI. FLAIR vascular hyperintensity-DWI mismatch predicted PWI-DWI mismatch with a sensitivity of 92% (95% CI, 85%-99%) and a specificity of 64% (95% CI, 47%-80%). Patients with FLAIR vascular hyperintensity-DWI mismatch had smaller initial DWI lesion and larger infarct growth (P < .001) than patients without FLAIR vascular hyperintensity-DWI mismatch, even though their final infarcts remained smaller (P < .001). CONCLUSIONS: Albeit being moderately specific, probably due to inclusion of oligemic tissue, the FLAIR vascular hyperintensity-DWI mismatch identifies large PWI-DWI mismatch with high sensitivity.


Subject(s)
Diffusion Magnetic Resonance Imaging/methods , Infarction, Middle Cerebral Artery/pathology , Stroke/blood , Aged , Aged, 80 and over , Female , Humans , Image Processing, Computer-Assisted , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity , Stroke/pathology
17.
Diagn Interv Imaging ; 95(12): 1163-74, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25465118

ABSTRACT

Patients need to be examined for intracranial aneurysms if they have had a subarachnoid hemorrhage. The preferred technique in this situation is CT angiography. Screening can be done for familial forms or for elastic tissue disorders, for which the first line investigation is magnetic resonance angiography. These non-invasive methods have now taken over from conventional angiography that was reserved for the pretreatment phase. A good technical knowledge of these imaging methods, their artifacts and misleading images enables reliable detection of intracranial aneurysms and for an accurate report to be returned to clinicians.


Subject(s)
Cerebral Angiography , Intracranial Aneurysm/diagnosis , Magnetic Resonance Angiography , Tomography, X-Ray Computed , Mass Screening , Risk Factors , Subarachnoid Hemorrhage/etiology
19.
J Neuroradiol ; 41(5): 283-95, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25451670

ABSTRACT

Stroke mimics account for up to a third of suspected strokes. The main causes are epileptic deficit, migraine aura, hypoglycemia, and functional disorders. Accurate recognition of stroke mimics is important for adequate identification of candidates for thrombolysis. This decreases the number of unnecessary treatments and invasive vascular investigations. Correctly identifying the cause of symptoms also avoids delaying proper care. Therefore, this pictorial review focuses on what the radiologist should know about the most common MRI patterns of stroke mimics in the first hours after onset of symptoms. The issues linked to the accurate diagnosis of stroke mimics in the management of candidates for thrombolysis will be discussed.


Subject(s)
Epilepsy/pathology , Hypoglycemia/pathology , Magnetic Resonance Imaging/methods , Migraine with Aura/pathology , Stroke/pathology , Diagnosis, Differential , Humans , Image Enhancement/methods , Mass Screening/methods , Patient Selection , Stroke/prevention & control , Thrombolytic Therapy
20.
Diagn Interv Imaging ; 95(12): 1135-44, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25096784

ABSTRACT

Because of its excellent sensitivity and specificity to diagnose arterial ischemic stroke (AIS) in the acute phase, MRI answers the main questions to guide treatment in "candidates" for thrombolysis. It lasts less than ten minutes, can confirm the diagnosis of AIS and distinguish it from hematomas and other "stroke mimics". It can identify the ischemic penumbra (perfusion-diffusion mismatch), determine the site of occlusion and provide prognostic information to adapt treatment in some cases in which the indications are poorly defined. In light of the most recent scientific findings, MRI can guide the treatment turning it into the investigation of choice in "candidates" for thrombolysis.


Subject(s)
Brain Ischemia/diagnosis , Diffusion Magnetic Resonance Imaging , Image Enhancement , Image Interpretation, Computer-Assisted , Patient Selection , Stroke/diagnosis , Stroke/drug therapy , Thrombolytic Therapy , Artifacts , Cerebral Infarction/diagnosis , Cerebral Infarction/drug therapy , Female , Humans , Middle Aged , Prognosis , Sensitivity and Specificity
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