Cargando…

Prediction of Conversion from CIS to Clinically Definite Multiple Sclerosis Using Convolutional Neural Networks

Multiple sclerosis (MS) is a chronic neurological disease of the central nervous system (CNS). Early diagnosis of MS is highly desirable as treatments are more effective in preventing MS-related disability when given in the early stages of the disease. The main aim of this research is to predict the...

Descripción completa

Detalles Bibliográficos
Autores principales:	Afzal, H. M. Rehan, Luo, Suhuai, Ramadan, Saadallah, Khari, Manju, Chaudhary, Gopal, Lechner-Scott, Jeannette
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9307372/ https://www.ncbi.nlm.nih.gov/pubmed/35872945 http://dx.doi.org/10.1155/2022/5154896

Ejemplares similares

Fast magnetic resonance spectroscopic imaging techniques in human brain- applications in multiple sclerosis
por: Al-iedani, Oun, et al.
Publicado: (2017)

2D in-vivo L-COSY spectroscopy identifies neurometabolite alterations in treated multiple sclerosis
por: Quadrelli, Scott, et al.
Publicado: (2019)

Smoking at time of CIS increases the risk of clinically definite multiple sclerosis
por: van der Vuurst de Vries, Roos M., et al.
Publicado: (2018)

Real-time measurement of the uncertain epidemiological appearances of COVID-19 infections
por: Gupta, Meenu, et al.
Publicado: (2021)

Is multiple sclerosis a risk factor for infections?
por: Lechner-Scott, Jeannette, et al.
Publicado: (2020)

Vaccine hesitancy in people with multiple sclerosis
por: Lechner-Scott, Jeannette S, et al.
Publicado: (2022)

Serum Biomarker gMS-Classifier2: Predicting Conversion to Clinically Definite Multiple Sclerosis
por: Arrambide, Georgina, et al.
Publicado: (2013)

Erythrocytes in multiple sclerosis – forgotten contributors to the pathophysiology?
por: Groen, Kira, et al.
Publicado: (2016)

Sense understanding of text conversation using temporal convolution neural network
por: Rathor, Sandeep, et al.
Publicado: (2022)

Classification of Multiple Sclerosis Clinical Profiles via Graph Convolutional Neural Networks
por: Marzullo, Aldo, et al.
Publicado: (2019)

Hitchhiker’s Guide to Voxel Segmentation for Partial Volume Correction of In Vivo Magnetic Resonance Spectroscopy
por: Quadrelli, Scott, et al.
Publicado: (2016)

Erythrocyte microRNAs show biomarker potential and implicate multiple sclerosis susceptibility genes
por: Groen, Kira, et al.
Publicado: (2020)

Parity is associated with long-term differences in DNA methylation at genes related to neural plasticity in multiple sclerosis
por: Campagna, Maria Pia, et al.
Publicado: (2023)

Investigation of an efficient multi-modal convolutional neural network for multiple sclerosis lesion detection
por: Raab, Florian, et al.
Publicado: (2023)

A comparison between the pathophysiology of multiple sclerosis and normal pressure hydrocephalus: is pulse wave encephalopathy a component of MS?
por: Bateman, Grant A., et al.
Publicado: (2016)

Modelling of the dilated sagittal sinuses found in multiple sclerosis suggests increased wall stiffness may be a contributing factor
por: Bateman, Grant Alexander, et al.
Publicado: (2022)

Detection and Length Measurement of Cracks Captured in Low Definitions Using Convolutional Neural Networks
por: Kim, Jin-Young, et al.
Publicado: (2023)

COVID-19 vaccines and multiple sclerosis disease-modifying therapies
por: Giovannoni, Gavin, et al.
Publicado: (2021)

One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks
por: Valverde, Sergi, et al.
Publicado: (2018)

A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis
por: Salem, Mostafa, et al.
Publicado: (2019)

Lesion Volume Quantification Using Two Convolutional Neural Networks in MRIs of Multiple Sclerosis Patients
por: de Oliveira, Marcela, et al.
Publicado: (2022)

The effect of cladribine on immunoglobulin levels compared to B cell targeting therapies in multiple sclerosis
por: Lycett, Mitchell J, et al.
Publicado: (2023)

Facile conversion of cis into trans oxane as liquid crystals
por: Dong, Zhaoheng, et al.
Publicado: (2020)

The Internet of Things and big data analytics: integrated platforms and industry use cases
por: Raj, Pethuru, et al.
Publicado: (2020)

Multiple Sclerosis Identification by 14-Layer Convolutional Neural Network With Batch Normalization, Dropout, and Stochastic Pooling
por: Wang, Shui-Hua, et al.
Publicado: (2018)

Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence
por: McKinley, Richard, et al.
Publicado: (2019)

Using Convolutional Neural Network with Cheat Sheet and Data Augmentation to Detect Breast Cancer in Mammograms
por: Ramadan, Saleem Z.
Publicado: (2020)

Can a stress management programme reduce stress and improve quality of life in people diagnosed with multiple sclerosis?
por: Agland, Susan, et al.
Publicado: (2018)

Changes in patient and physician attitudes resulting from COVID-19 in neuromyelitis optica spectrum disorder and multiple sclerosis
por: Salama, Sara, et al.
Publicado: (2020)

A holistic overview of deep learning approach in medical imaging
por: Yousef, Rammah, et al.
Publicado: (2022)

A Bibliometric Analysis of the Evolution of State-of-the-Art Blockchain Technology (BCT) in the Agrifood Sector from 2014 to 2022
por: Sugandh, Urvashi, et al.
Publicado: (2023)

Multiple Sclerosis Lesion Segmentation in Brain MRI Using Inception Modules Embedded in a Convolutional Neural Network
por: Ansari, Shahab U., et al.
Publicado: (2021)

Abnormal Activity Recognition from Surveillance Videos Using Convolutional Neural Network
por: Habib, Shabana, et al.
Publicado: (2021)

Non-lesional cerebellar damage in patients with clinically isolated syndrome: DTI measures predict early conversion into clinically definite multiple sclerosis()
por: Kugler, Alexa V., et al.
Publicado: (2018)

Erythrocyte microRNA sequencing reveals differential expression in relapsing-remitting multiple sclerosis
por: Groen, Kira, et al.
Publicado: (2018)

Differential methylation at MHC in CD4(+) T cells is associated with multiple sclerosis independently of HLA-DRB1
por: Maltby, Vicki E., et al.
Publicado: (2017)

Detection and identification of COVID -19 based on chest medical image by using convolutional neural networks
por: Pranav, Jothi V., et al.
Publicado: (2020)

Pediatric Multiple Sclerosis: Current Concepts and Consensus Definitions
por: Pena, Joaquin A., et al.
Publicado: (2013)

Definition, prevalence and predictive factors of benign multiple sclerosis
por: Reynders, Tatjana, et al.
Publicado: (2017)

Capturing SNP Association across the NK Receptor and HLA Gene Regions in Multiple Sclerosis by Targeted Penalised Regression Models
por: Burnard, Sean M., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_3aansekr1md2nrio14vcsim6qj