Cargando…

Automated Ventricular System Segmentation in Paediatric Patients Treated for Hydrocephalus Using Deep Learning Methods

Hydrocephalus is a common neurological condition that can have traumatic ramifications and can be lethal without treatment. Nowadays, during therapy radiologists have to spend a vast amount of time assessing the volume of cerebrospinal fluid (CSF) by manual segmentation on Computed Tomography (CT) i...

Descripción completa

Detalles Bibliográficos
Autores principales:	Klimont, Michał, Flieger, Mateusz, Rzeszutek, Jacek, Stachera, Joanna, Zakrzewska, Aleksandra, Jończyk-Potoczna, Katarzyna
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2019
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6642766/ https://www.ncbi.nlm.nih.gov/pubmed/31360710 http://dx.doi.org/10.1155/2019/3059170

Ejemplares similares

Deep learning for cerebral angiography segmentation from non-contrast computed tomography
por: Klimont, Michał, et al.
Publicado: (2020)

Deep Learning-Based Segmentation and Volume Calculation of Pediatric Lymphoma on Contrast-Enhanced Computed Tomographies
por: Klimont, Michał, et al.
Publicado: (2023)

Low-dose protocol for head CT in evaluation of hydrocephalus in children
por: Jończyk-Potoczna, Katarzyna, et al.
Publicado: (2012)

Diagnostic value of chest ultrasound in children with cystic fibrosis – Pilot study
por: Strzelczuk–Judka, Lidia, et al.
Publicado: (2019)

The EXIT (ex-utero intrapartum treatment) procedure – from the paediatric ENT perspective
por: PUCHER, B., et al.
Publicado: (2018)

Granulomatous Liver Disease in Ataxia-Telangiectasia With the Hyper-IgM Phenotype: A Case Report
por: Szczawińska-Popłonyk, Aleksandra, et al.
Publicado: (2020)

Imaging in children with ataxia-telangiectasia—The radiologist’s approach
por: Jończyk-Potoczna, Katarzyna, et al.
Publicado: (2022)

Automated Segmentation and Connectivity Analysis for Normal Pressure Hydrocephalus
por: Zhang, Angela, et al.
Publicado: (2022)

Cytomegalovirus pneumonia as the first manifestation of severe combined immunodeficiency
por: Szczawińska-Popłonyk, Aleksandra, et al.
Publicado: (2014)

From KIT-mutated into wild-type: dedifferentiation of gastrointestinal stromal tumor in adolescent patient—a case report
por: Andrzejewska, Marta, et al.
Publicado: (2023)

Children with back pain – a radiologist’s approach
por: Potoczna, Hanna, et al.
Publicado: (2023)

Pulmonary manifestation of immunoglobulin G4-related disease in a 7-year-old immunodeficient boy with Epstein-Barr virus infection: a case report
por: Szczawinska-Poplonyk, Aleksandra, et al.
Publicado: (2016)

Chronic Disseminated Candidiasis Complicated by Immune Reconstitution Inflammatory Syndrome in Child with Acute Lymphoblastic Leukemia
por: Zając-Spychała, Olga, et al.
Publicado: (2016)

Hyper Ig E syndrome (Job syndrome, HIES) – radiological images of pulmonary complications on the basis of three cases
por: Jończyk-Potoczna, Katarzyna, et al.
Publicado: (2012)

Fatal respiratory distress syndrome due to coronavirus infection in a child with severe combined immunodeficiency
por: Szczawinska‐Poplonyk, Aleksandra, et al.
Publicado: (2012)

Cutaneous and systemic granulomatosis in ataxia-telangiectasia: a clinico-pathological study
por: Szczawińska-Popłonyk, Aleksandra, et al.
Publicado: (2020)

Congenital intranasal meningocele in a newborn – case raport
por: Wodzińska, Ewa, et al.
Publicado: (2011)

Automated Segmentation of Left Ventricular Myocardium on Cardiac Computed Tomography Using Deep Learning
por: Koo, Hyun Jung, et al.
Publicado: (2020)

Incidence of Horner syndrome associated with neuroblastic disease
por: Kuchalska, Katarzyna, et al.
Publicado: (2020)

Recurrent Streptococcus Pneumoniae Meningitis in a Child with Split Hand and Foot Malformation and Undiagnosed Mondini Dysplasia
por: Katarzyna, Mazur-Melewska, et al.
Publicado: (2015)

Adverse reaction to ceftriaxone in a 28-day-old infant undergoing urgent craniotomy due to epidural hematoma: review of neonatal biliary pseudolithiasis
por: Bartkowska-Śniatkowska, Alicja, et al.
Publicado: (2015)

Phakomatoses and cutaneous manifestations associated with moyamoya disease and syndrome
por: Tomaszewska, Maja, et al.
Publicado: (2021)

The Central Neck Dissection or the Modified Sistrunk Procedure in the Treatment of the Thyroglossal Duct Cysts in Children: Our Experience
por: Pucher, Beata, et al.
Publicado: (2018)

Ventricular lavage for post-haemorrhagic hydrocephalus
por: Pople, Ian, et al.
Publicado: (2010)

Percutaneous closure of perimembranous and postsurgical ventricular septal defects with Amplatzer Duct Occluder II Additional Sizes in paediatric patients – case series
por: Knop, Mateusz T., et al.
Publicado: (2018)

The Important Role of the Radiologist in Determining the Indications for the Surgical Treatment of Neuroblastoma with Vascular Image-Defined Risk Factors: A Case Report
por: Sosnowska-Sienkiewicz, Patrycja, et al.
Publicado: (2021)

The Effect of Conjugated Linoleic Acid Supplementation on Densitometric Parameters in Overweight and Obese Women—A Randomised Controlled Trial
por: Jamka, Małgorzata, et al.
Publicado: (2023)

Assessment of the Usefulness of Multiplex Real-Time PCR Tests in the Diagnostic and Therapeutic Process of Pneumonia in Hospitalized Children: A Single-Center Experience
por: Gowin, Ewelina, et al.
Publicado: (2017)

The significance of Bartonella henselae bacterias for oncological diagnosis in children
por: Mazur-Melewska, Katarzyna, et al.
Publicado: (2015)

Simultaneous Occurrence of Choriocarcinoma in an Infant and Mother
por: Rzanny-Owczarzak, Małgorzata, et al.
Publicado: (2021)

MiRNA Expression Profile in the Airways Is Altered during Pulmonary Exacerbation in Children with Cystic Fibrosis—A Preliminary Report
por: Stachowiak, Zuzanna, et al.
Publicado: (2020)

Bilateral Nephroblastoma with Dilated Cardiomyopathy as an Indication for Off-Protocol Treatment: A Case Report
por: Sosnowska-Sienkiewicz, Patrycja, et al.
Publicado: (2020)

Endovascular Treatment of an Adolescent Patient with a Ruptured Intracranial Aneurysm – Case Report and Review of Literature
por: Juszkat, Robert, et al.
Publicado: (2015)

AxonDeep: Automated Optic Nerve Axon Segmentation in Mice With Deep Learning
por: Deng, Wenxiang, et al.
Publicado: (2021)

Transient lesion in the splenium of the corpus callosum due to rotavirus infection
por: Mazur-Melewska, Katarzyna, et al.
Publicado: (2015)

The Association between Maxillary Sinus Dimensions and Midface Parameters during Human Postnatal Growth
por: Przystańska, Agnieszka, et al.
Publicado: (2018)

Semi-Automatic Volumetric and Standard Three-Dimensional Measurements for Primary Tumor Evaluation and Response to Treatment Assessment in Pediatric Rhabdomyosarcoma
por: Gowin, Ewelina, et al.
Publicado: (2021)

MRI and Pulmonary Function Tests’ Results as Ventilation Inhomogeneity Markers in Children and Adolescents with Cystic Fibrosis
por: Wojsyk-Banaszak, Irena, et al.
Publicado: (2023)

Automated Training of Deep Convolutional Neural Networks for Cell Segmentation
por: Sadanandan, Sajith Kecheril, et al.
Publicado: (2017)

Deep learning for the fully automated segmentation of the inner ear on MRI
por: Vaidyanathan, Akshayaa, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_77nnj5qjuvmehsk4a47lqv4oop