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1.
ArXiv ; 2024 Mar 08.
Artigo em Inglês | MEDLINE | ID: mdl-37292481

RESUMO

Pediatric tumors of the central nervous system are the most common cause of cancer-related death in children. The five-year survival rate for high-grade gliomas in children is less than 20%. Due to their rarity, the diagnosis of these entities is often delayed, their treatment is mainly based on historic treatment concepts, and clinical trials require multi-institutional collaborations. The MICCAI Brain Tumor Segmentation (BraTS) Challenge is a landmark community benchmark event with a successful history of 12 years of resource creation for the segmentation and analysis of adult glioma. Here we present the CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs 2023 challenge, which represents the first BraTS challenge focused on pediatric brain tumors with data acquired across multiple international consortia dedicated to pediatric neuro-oncology and clinical trials. The BraTS-PEDs 2023 challenge focuses on benchmarking the development of volumentric segmentation algorithms for pediatric brain glioma through standardized quantitative performance evaluation metrics utilized across the BraTS 2023 cluster of challenges. Models gaining knowledge from the BraTS-PEDs multi-parametric structural MRI (mpMRI) training data will be evaluated on separate validation and unseen test mpMRI dataof high-grade pediatric glioma. The CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs 2023 challenge brings together clinicians and AI/imaging scientists to lead to faster development of automated segmentation techniques that could benefit clinical trials, and ultimately the care of children with brain tumors.

2.
Neurosurg Clin N Am ; 34(1): 67-79, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-36424066

RESUMO

Chiari I Malformation represents a hindbrain anomaly best demonstrated radiographically with MRI. Brain and spine MRI provide optimal anatomic detail of cerebellar tonsillar descent below the foramen magnum and may reveal additional imaging features including ventriculomegaly (potentially leading to the diagnosis of hydrocephalus), characteristics of intracranial hypertension or hypotension, spinal cord syrinx, scoliosis, and/or tethered spinal cord. Specialized imaging sequences provide enhanced visualization of ventral and dorsal cervicomedullary cisterns and cerebrospinal fluid flow. Although these studies contribute critical information for evaluation, their impact on surgical decision-making remains uncertain. Additional radiographic measures (pBC2 and clival-axial angle) may impact surgical planning and risk assessment.


Assuntos
Malformação de Arnold-Chiari , Hidrocefalia , Escoliose , Humanos , Malformação de Arnold-Chiari/diagnóstico por imagem , Malformação de Arnold-Chiari/cirurgia , Hidrocefalia/diagnóstico , Imageamento por Ressonância Magnética , Medula Espinal/diagnóstico por imagem
3.
J Neurosci Methods ; 382: 109728, 2022 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-36244524

RESUMO

BACKGROUND: A device for moving the head during MR imaging, called a Weighted Head Accelerator Mechanism (WHAM), rotates the head of a supine subject within programmable rotation limits and acceleration profiles. The WHAM can be used with custom MRI sequences to visualize the deformation and recoil of in vivo brain parenchyma with high temporal resolution, allowing element-wise calculation of strain and shear forces in the brain. Unlike previous devices, the WHAM can be configured to provide a wide range of motion and acceleration profiles. NEW METHOD: The WHAM was calibrated using a high-speed camera on a laboratory bench and in 1.5 Tesla and 3.0 Tesla MRI scanners using gel phantoms and human subjects. The MR imaging studies employed a spatial spin-saturation tagging sub-sequence, followed by serial image acquisition. In these studies, 256 images were acquired with a temporal resolution of 2.56 ms. Deformation of the brain was quantified by following the spatial tags in the images. RESULTS: MR imaging showed that the WHAM drove quantifiable brain motions using g forces less than those typically observed in day-to-day activities, with peak accelerations of ∼250 rad/sec2. COMPARISON WITH EXISTING METHODS: The peak pre-contact accelerations and velocities achieved by the WHAM device in this study are both higher than devices used in previous studies, while also allowing for modification of these factors. CONCLUSIONS: MR imaging performed with the WHAM provides a direct method to visualize and quantify "brain slosh" in response to rotational acceleration. Consequently, this approach might find utility in evaluating strategies to protect the brain from mild traumatic brain injury (mTBI).


Assuntos
Encéfalo , Imageamento por Ressonância Magnética , Humanos , Imageamento por Ressonância Magnética/métodos , Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Cabeça , Aceleração , Reologia
5.
Radiographics ; 39(4): 1126-1142, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31173542

RESUMO

Owing to physiologic and biomechanical differences, the incidence, patterns, distributions, and mechanisms of spinal injury in children differ from those in adults. Furthermore, evaluation of the spine can be complicated by synchondroses, developmental and/or anatomic variants, and interpretative pitfalls that are unique to the developing spine of a child. Although the incidence of spinal injury is lower in children, the sequelae are more severe, with higher morbidity and mortality. Mechanistic differences, notably nonaccidental trauma in infants and toddlers; physiologic differences, notably a disproportionately large head relative to body size and ligamentous and soft-tissue laxity; and the propensity of these injuries to occur at higher spinal levels (craniocervical junction to C3) are contributing factors. In addition, imaging recommendations for children are different. Assessment of spinal alignment and adjacent soft tissues, particularly at the craniocervical junction, with a low threshold for performing MRI, is key to diagnosing these serious injuries. The patterns of common pediatric cervical spine injuries, including craniocervical junction injury and spinal cord injury without a correlating radiographic abnormality, are reviewed. ©RSNA, 2019.


Assuntos
Vértebras Cervicais/diagnóstico por imagem , Vértebras Cervicais/lesões , Imageamento por Ressonância Magnética/métodos , Tomografia Computadorizada por Raios X/métodos , Adolescente , Fenômenos Biomecânicos , Braquetes , Vértebras Cervicais/crescimento & desenvolvimento , Criança , Maus-Tratos Infantis/diagnóstico , Pré-Escolar , Emergências , Humanos , Incidência , Lactente , Recém-Nascido , Luxações Articulares/diagnóstico por imagem , Lesões do Pescoço/diagnóstico por imagem , Lesões do Pescoço/epidemiologia , Osteogênese , Lesões dos Tecidos Moles/diagnóstico por imagem , Fraturas da Coluna Vertebral/diagnóstico por imagem
6.
Clin Imaging ; 55: 112-118, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30807926

RESUMO

BACKGROUND: T1-weighted post-contrast MRI is essential in brain protocols. We demonstrate the feasibility and utility of a 3D non-Cartesian radial acquisition in children. PURPOSE: To compare bulk motion artifacts, image quality, and lesion conspicuity in 3D T1-weighted post-contrast brain MRI between a new fat-suppressed radial gradient-echo and a traditional non-fat-suppressed inversion-recovery Cartesian gradient-echo sequence. MATERIAL AND METHODS: Images from 53 patients acquired at 3 Tesla were compared. Three radiologists rated the images in three categories, including the presence of bulk motion and whether it impacted diagnosis, whether one sequence was preferred over the other in overall image quality and conspicuity of vascular structures and lesions, and whether diagnosis was possible if only the new fat-suppressed radial acquisition was obtained. RESULTS: The Fleiss' kappa for inter-rater agreement was 0.67 for bulk motion and 0.54 for sequence preference. Of the 53 cases, 56% were identified to have significant motion on conventional imaging, while only 13% had motion artifacts on the radial acquisition (p < 0.05). There were no cases where motion was seen on the radial acquisition but not on conventional imaging. Both sequences were equally preferred in 87% of the cases. All radiologists agreed that the radial approach had lower gray-white matter contrast than the conventional inversion-recovery method, but preferred the former for making diagnosis in uncooperative patients. CONCLUSION: We demonstrate the potential utility of a fat-suppressed 3D T1-weighted post-contrast brain gradient-echo sequence in children. The technique is useful in non-sedate pediatric imaging due to its reduced sensitivity to bulk motion.


Assuntos
Encéfalo/diagnóstico por imagem , Meios de Contraste , Aumento da Imagem/métodos , Imageamento Tridimensional/métodos , Imageamento por Ressonância Magnética/métodos , Adolescente , Adulto , Artefatos , Criança , Pré-Escolar , Feminino , Substância Cinzenta , Humanos , Lactente , Recém-Nascido , Masculino , Movimento (Física) , Substância Branca , Adulto Jovem
7.
Acad Radiol ; 26(12): 1597-1604, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-30777649

RESUMO

RATIONALE AND OBJECTIVES: We describe our preliminary experience using a 2D turbo gradient- and spin-echo (TGSE) diffusion-weighted (DW) pulse sequence with non-Cartesian BLADE trajectory at 3 T in pediatric patients. We compared the TGSE BLADE to conventional DW spin-echo echo-planar imaging (SE-EPI) in pediatric brain imaging, assessing the presence of artifacts from signal pile-ups, geometric distortion, motion, susceptibility from air-tissue interface, shunts and orthodontia, and diagnostic image quality. MATERIALS AND METHODS: Data were acquired in 53 patients (10.4 ± 7.9 years). All DW imaging data were acquired precontrast, with SE-EPI first. A four-point scale for rating was used-1 (best) and 4 (worst). A neuroradiologist scored the two sequences and further noted whether the TGSE BLADE approach or SE-EPI was preferred in each case. Apparent diffusion coefficients were compared quantitatively between the two sequences in a subset of 16 patients, in 41 separate regions of interests including caudate nucleus, putamen, globus pallidus, thalamus, and pathological areas. RESULTS: In 43.4% of the cases, TGSE BLADE was preferred; in 49.1% of the cases, both sequences were preferred equally. Average scores for SE-EPI were 2.2 ± 0.8 versus TGSE's 1.2 ± 0.4 in assessing diagnostic quality (p < 0.05). Motion artifacts were minimal on both sequences in 92.5% of the cases. In the TGSE BLADE scores, no case received a "4" for significant artifacts with marginally acceptable image quality. Apparent diffusion coefficients values between the two sequences were statistically similar, with a linear regression slope of 0.92 (r2 = 0.97). CONCLUSION: TGSE BLADE DW imaging exhibited less geometric distortion in the brain and reduced signal pile-ups in areas of high susceptibility than conventional SE-EPI.


Assuntos
Artefatos , Encéfalo/diagnóstico por imagem , Imagem de Difusão por Ressonância Magnética/métodos , Imagem Ecoplanar/métodos , Adolescente , Adulto , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Reprodutibilidade dos Testes , Adulto Jovem
8.
Neuroradiology ; 61(3): 341-349, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-30666351

RESUMO

PURPOSE: MRI methods that have reduced sensitivity to motion are attractive in pediatric applications. In spine imaging, physiologic motion such as respiration and cerebrospinal fluid pulsation can hamper diagnostic image quality. We compare a 3D T1-weighted non-Cartesian radial acquisition with a conventional Cartesian 2D turbo-spin-echo (TSE) acquisition in axial post-contrast spine imaging at 3T. METHODS: Thirty-two patients (mean age 12.2 ± 5.3 years) scheduled for routine clinical spine exams with contrast were enrolled. Three pediatric neuroradiologists compared the two sequences and assessed the presence of motion, the conspicuity of nerve roots, and whether one of the sequences was preferred in visualizing pathology using Likert scales. RESULTS: The Fleiss' kappa statistic for inter-rater agreement was 0.29 (95% confidence interval, 0.15-0.43) for the presence of motion, 0.30 (0.21-0.38) for conspicuity, and 0.37 (0.19-0.55) for sequence preference. Radial images were less sensitive to motion than TSE (p < 0.01). Motion and consequent artifacts were present in all TSE cases, while it was absent in 51% of the radial cases. In depicting nerve roots, radial images were superior in the cervical (p < 0.05), thoracic (p < 0.01), and lumbar spines (p < 0.01). Lastly, in 28 of the 32 patients who demonstrated contrast-enhancing pathology, radial images were preferred in 51% of the cases, while both sequences were equally preferred in 41% of the cases. CONCLUSION: We demonstrate the potential utility of radial MRI in post-contrast spine imaging. The free-breathing method is robust in generating diagnostic image quality and is superior in visualizing nerve roots and extramedullary metastases than traditional Cartesian TSE acquisitions.


Assuntos
Imageamento Tridimensional/métodos , Imageamento por Ressonância Magnética/métodos , Doenças da Coluna Vertebral/diagnóstico por imagem , Artefatos , Criança , Meios de Contraste , Feminino , Humanos , Aumento da Imagem/métodos , Masculino , Movimento (Física)
9.
Pediatr Radiol ; 47(6): 674-680, 2017 May.
Artigo em Inglês | MEDLINE | ID: mdl-28271216

RESUMO

BACKGROUND: A crayon fragment was determined to be the source of a foreign body inflammatory process in the masticator space of a 15-month-old boy. The appearance of the crayon on CT and MR imaging was unexpected, leading to a further analysis of the imaging features of crayons. OBJECTIVE: To investigate and characterize the imaging appearance of crayons at CT and MRI. MATERIALS AND METHODS: The authors obtained CT and MR images of 22 crayons from three manufacturers and three non-pigmented crayons cast by the authors. CT attenuation of the crayons and diameter of the MRI susceptibility signal dropout were plotted versus brand and color. RESULTS: All crayons demonstrated a longitudinal central hypo-attenuating tract. Crayon attenuation varied by brand and color. All of the crayons demonstrated a signal void on T1 and T2 imaging and signal dropout on susceptibility-weighted imaging, the diameter of which varied by brand and color. CONCLUSION: Understanding the imaging appearance of crayons could help in the correct identification of a crayon as a foreign body on imaging studies, even when it is located in unusual places.


Assuntos
Bochecha/diagnóstico por imagem , Corpos Estranhos/diagnóstico por imagem , Imageamento por Ressonância Magnética , Jogos e Brinquedos , Tomografia Computadorizada por Raios X , Criança , Pré-Escolar , Diagnóstico Diferencial , Feminino , Humanos , Lactente , Masculino
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