Cargando…

The value of convolutional neural networks-based deep learning model in differential diagnosis of space-occupying brain diseases

OBJECTIVES: It is still a challenge to differentiate space-occupying brain lesions such as tumefactive demyelinating lesions (TDLs), tumefactive primary angiitis of the central nervous system (TPACNS), primary central nervous system lymphoma (PCNSL), and brain gliomas. Convolutional neural networks...

Descripción completa

Detalles Bibliográficos
Autores principales:	Miao, Xiuling, Shao, Tianyu, Wang, Yaming, Wang, Qingjun, Han, Jing, Li, Xinnan, Li, Yuxin, Sun, Chenjing, Wen, Junhai, Liu, Jianguo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Neurology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9932812/ https://www.ncbi.nlm.nih.gov/pubmed/36816568 http://dx.doi.org/10.3389/fneur.2023.1107957

Ejemplares similares

Central nervous system tumefactive demyelinating lesions: Risk factors of relapse and follow-up observations
por: Li, Xinnan, et al.
Publicado: (2022)

Clinical and Computerized Volumetric Analysis of Posterior Fossa Decompression for Space-Occupying Cerebellar Infarction
por: Goulin Lippi Fernandes, Eric, et al.
Publicado: (2022)

Predictors of clinical outcomes in space-occupying cerebellar infarction undergoing suboccipital decompressive craniectomy
por: Lucia, Kristin, et al.
Publicado: (2023)

Deep Convolutional Neural Network-Based Epileptic Electroencephalogram (EEG) Signal Classification
por: Gao, Yunyuan, et al.
Publicado: (2020)

Cerebral Venous Drainage in Patients With Space-Occupying Middle Cerebral Artery Infarction: Effects on Functional Outcome After Hemicraniectomy
por: Puetz, Volker, et al.
Publicado: (2018)

Role of MRI in Differentiating Various Posterior Cranial Fossa Space-Occupying Lesions Using Sensitivity and Specificity: A Prospective Study
por: Tamilchelvan, Prabhakaran, et al.
Publicado: (2021)

Deep Convolutional Neural Network Based Interictal-Preictal Electroencephalography Prediction: Application to Focal Cortical Dysplasia Type-II
por: Chung, Yoon Gi, et al.
Publicado: (2020)

Identification of Epileptogenic and Non-epileptogenic High-Frequency Oscillations Using a Multi-Feature Convolutional Neural Network Model
por: Ren, Guoping, et al.
Publicado: (2021)

Predicting Brain Age of Healthy Adults Based on Structural MRI Parcellation Using Convolutional Neural Networks
por: Jiang, Huiting, et al.
Publicado: (2020)

Depicting a cellular space occupied by condensates
por: Liu, Daniel, et al.
Publicado: (2023)

Diagnostic Value of Ultrasonography Combined with Hysteroscopy in Intrauterine Space-Occupying Abnormalities
por: Xia, Zongbao, et al.
Publicado: (2022)

Space-Occupying Intraventricular Vascular Lesion in Tuberous Sclerosis Complex
por: Lv, Hongtao, et al.
Publicado: (2022)

The Clinical Value of Prenatal Ultrasonography in the Differential Diagnosis of Fetal Suprarenal Space-Occupying Lesions
por: Zeng, Wen-Hua, et al.
Publicado: (2022)

Automatic risk prediction of intracranial aneurysm on CTA image with convolutional neural networks and radiomics analysis
por: Xie, Yuan, et al.
Publicado: (2023)

Quantifying the usage of small public spaces using deep convolutional neural network
por: Hou, Jingxuan, et al.
Publicado: (2020)

Machine Learning and Deep Learning CT-Based Models for Predicting the Primary Central Nervous System Lymphoma and Glioma Types: A Multicenter Retrospective Study
por: Lu, Guang, et al.
Publicado: (2022)

Application of endoscopic submucosal dissection in duodenal space-occupying lesions
por: Li, Xiao-Yu, et al.
Publicado: (2020)

Carpal Tunnel Syndrome Caused by Space Occupying Lesions
por: Kang, Ho Jung, et al.
Publicado: (2009)

Space Occupying Lesions in the Fetal Chest Evaluated by MRI
por: Aksoy Ozcan, Umit, et al.
Publicado: (2012)

Thoracic splenosis presenting as pulmonary space-occupying lesion
por: Niu, Yumeng, et al.
Publicado: (2018)

Convolutional Neural Networks for Direct Inference of Pharmacokinetic Parameters: Application to Stroke Dynamic Contrast-Enhanced MRI
por: Ulas, Cagdas, et al.
Publicado: (2019)

DeepBound: accurate identification of transcript boundaries via deep convolutional neural fields
por: Shao, Mingfu, et al.
Publicado: (2017)

Convolutional Neural Networks Enable Robust Automatic Segmentation of the Rat Hippocampus in MRI After Traumatic Brain Injury
por: De Feo, Riccardo, et al.
Publicado: (2022)

Prediction of Urban Street Public Space Art Design Indicators Based on Deep Convolutional Neural Network
por: Yu, Shanshan, et al.
Publicado: (2022)

Predicting the brain age of children with cerebral palsy using a two-dimensional convolutional neural networks prediction model without gray and white matter segmentation
por: Zhang, Chun-yu, et al.
Publicado: (2022)

Retroperitoneal space-occupying lesion with displacement of the inferior vena cava
por: Niebisch, Stefan, et al.
Publicado: (2019)

Intracranial space-occupying lesion masked by alcohol dependence syndrome
por: Gupta, Nishtha, et al.
Publicado: (2021)

Neuro-Ophthalmic Manifestations of Intracranial Space Occupying Lesions in Adults
por: Gotecha, Sarang, et al.
Publicado: (2022)

Occupy the semantic space! Opening up the language of better regulation
por: Radaelli, Claudio M.
Publicado: (2023)

Space-Occupying Lesions of the Retropharyngeal Space: An Anatomical Study With Application to Postoperative Retropharyngeal Hematomas
por: von Glinski, Alexander, et al.
Publicado: (2020)

Abnormal Functional Brain Network in Parkinson's Disease and the Effect of Acute Deep Brain Stimulation
por: Li, Zhibao, et al.
Publicado: (2021)

Cerebellar cryptococcosis characterized by a space-occupying lesion in an immunocompetent non-HIV patient
por: Liu, Bi-Xia, et al.
Publicado: (2014)

Application of contrast-enhanced ultrasound in renal space-occupying lesion puncture biopsy
por: Jia, Zhi-Ying, et al.
Publicado: (2023)

IE-Vnet: Deep Learning-Based Segmentation of the Inner Ear's Total Fluid Space
por: Ahmadi, Seyed-Ahmad, et al.
Publicado: (2022)

Endoscope-assisted resection of nonneoplastic space-occupying lesion in oral and maxillofacial areas
por: Li, Yanan, et al.
Publicado: (2017)

Early diagnostic value of optical coherence tomography in the clinical prediction model for optic nerve injury in saddle space occupying patients
por: Liu, Weisheng, et al.
Publicado: (2020)

Mesenteric gastrointestinal stromal tumour presenting as intracranial space occupying lesion
por: Puri, Tarun, et al.
Publicado: (2006)

Cerebral aspergillosis presenting as a space occupying lesion in an immunocompetent individual
por: El Hasbani, Georges, et al.
Publicado: (2019)

Entomophthoramycosis: A diagnostically challenging presentation of liver space–occupying lesion
por: Peyam, Srinivasan, et al.
Publicado: (2020)

Behavior of Occupied and Void Space in Molecular Crystal Structures at High Pressure
por: Wilson, Cameron J. G., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_0kvt61i6vv7au9rmdbhtffeija