Cargando…

Multimodal MRI Image Decision Fusion-Based Network for Glioma Classification

PURPOSE: Glioma is the most common primary brain tumor, with varying degrees of aggressiveness and prognosis. Accurate glioma classification is very important for treatment planning and prognosis prediction. The main purpose of this study is to design a novel effective algorithm for further improvin...

Descripción completa

Detalles Bibliográficos
Autores principales:	Guo, Shunchao, Wang, Lihui, Chen, Qijian, Wang, Li, Zhang, Jian, Zhu, Yuemin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8907622/ https://www.ncbi.nlm.nih.gov/pubmed/35280828 http://dx.doi.org/10.3389/fonc.2022.819673

Ejemplares similares

MM-UNet: A multimodality brain tumor segmentation network in MRI images
por: Zhao, Liang, et al.
Publicado: (2022)

Deep Neural Network Analysis of Pathology Images With Integrated Molecular Data for Enhanced Glioma Classification and Grading
por: Pei, Linmin, et al.
Publicado: (2021)

Alterations in white matter fiber density associated with structural MRI and metabolic PET lesions following multimodal therapy in glioma patients
por: Friedrich, Michel, et al.
Publicado: (2022)

A histopathological image classification method for cholangiocarcinoma based on spatial-channel feature fusion convolution neural network
por: Zhou, Hui, et al.
Publicado: (2023)

An Effective Multimodal Image Fusion Method Using MRI and PET for Alzheimer's Disease Diagnosis
por: Song, Juan, et al.
Publicado: (2021)

Multimodality image fusion in dose escalation studies of brain tumors
por: Rajasekar, D., et al.
Publicado: (2000)

Multimodal Functional Network Connectivity: An EEG-fMRI Fusion in Network Space
por: Lei, Xu, et al.
Publicado: (2011)

Multimodality MRI radiomics analysis of TP53 mutations in triple negative breast cancer
por: Sun, Kun, et al.
Publicado: (2023)

Richer fusion network for breast cancer classification based on multimodal data
por: Yan, Rui, et al.
Publicado: (2021)

Ultrasound radiomics models based on multimodal imaging feature fusion of papillary thyroid carcinoma for predicting central lymph node metastasis
por: Dai, Quan, et al.
Publicado: (2023)

Classification of Gliomas and Germinomas of the Basal Ganglia by Transfer Learning
por: Ye, Ningrong, et al.
Publicado: (2022)

Performance comparison of different medical image fusion algorithms for clinical glioma grade classification with advanced magnetic resonance imaging (MRI)
por: Khorasani, Amir, et al.
Publicado: (2023)

Clinical updates on gliomas and implications of the 5th edition of the WHO classification of central nervous system tumors
por: Guo, Xiaopeng, et al.
Publicado: (2023)

Machine learning decision tree models for multiclass classification of common malignant brain tumors using perfusion and spectroscopy MRI data
por: Vallée, Rodolphe, et al.
Publicado: (2023)

Multimodality imaging in lobular breast cancer: Differences in mammography, ultrasound, and MRI in the assessment of local tumor extent and correlation with molecular characteristics
por: Dołęga-Kozierowski, Bartosz, et al.
Publicado: (2022)

Identifying Periampullary Regions in MRI Images Using Deep Learning
por: Tang, Yong, et al.
Publicado: (2021)

Multi-modality radiomics nomogram based on DCE-MRI and ultrasound images for benign and malignant breast lesion classification
por: Liu, Xinmiao, et al.
Publicado: (2022)

Multimodal MRI-based classification of migraine: using deep learning convolutional neural network
por: Yang, Hao, et al.
Publicado: (2018)

Multimodal Dimension Reduction and Subtype Classification of Head and Neck Squamous Cell Tumors
por: Bard, Jonathan E., et al.
Publicado: (2022)

Application of Multimodal and Molecular Imaging Techniques in the Detection of Choroidal Melanomas
por: Li, Xuying, et al.
Publicado: (2021)

Medical image segmentation based on self-supervised hybrid fusion network
por: Zhao, Liang, et al.
Publicado: (2023)

Radiomics and Qualitative Features From Multiparametric MRI Predict Molecular Subtypes in Patients With Lower-Grade Glioma
por: Sun, Chen, et al.
Publicado: (2022)

The Functional Reorganization of Language Network Modules in Glioma Patients: New Insights From Resting State fMRI Study
por: Jin, Lu, et al.
Publicado: (2021)

Preoperative Contrast-Enhanced MRI in Differentiating Glioblastoma From Low-Grade Gliomas in The Cancer Imaging Archive Database: A Proof-of-Concept Study
por: Zhang, Huangqi, et al.
Publicado: (2022)

Characterization of orthotopic xenograft tumor of glioma stem cells (GSCs) on MRI, PET and immunohistochemical staining
por: Liu, Yufei, et al.
Publicado: (2022)

BgNet: Classification of benign and malignant tumors with MRI multi-plane attention learning
por: Liu, Hong, et al.
Publicado: (2022)

Contralesional Sensorimotor Network Participates in Motor Functional Compensation in Glioma Patients
por: Fang, Shengyu, et al.
Publicado: (2022)

Multimodal imaging features of retroperitoneal anastomosing hemangioma: a case report and literature review
por: Zhang, Liqing, et al.
Publicado: (2023)

Prediction of clinically significant prostate cancer with a multimodal MRI-based radiomics nomogram
por: Jing, Guodong, et al.
Publicado: (2022)

Multimodal imaging features of primary pericardial synovial sarcoma: a case report
por: Jin, Hongrui, et al.
Publicado: (2023)

Artificial Intelligence (AI) Assisted CT/MRI Image Fusion Technique in Preoperative Evaluation of a Pelvic Bone Osteosarcoma
por: Du, Xin-hui, et al.
Publicado: (2020)

Decreasing Shortest Path Length of the Sensorimotor Network Induces Frontal Glioma-Related Epilepsy
por: Fang, Shengyu, et al.
Publicado: (2022)

Classification of Adverse Events Following Surgery in Patients With Diffuse Lower-Grade Gliomas
por: Gómez Vecchio, Tomás, et al.
Publicado: (2021)

Multimodal MRI-Based Radiomics-Clinical Model for Preoperatively Differentiating Concurrent Endometrial Carcinoma From Atypical Endometrial Hyperplasia
por: Zhang, Jieying, et al.
Publicado: (2022)

Case report: ATIC-ALK fusion in infant-type hemispheric glioma and response to lorlatinib
por: Shahab, Shubin W., et al.
Publicado: (2023)

MRI-Based Radiomics Models for Predicting Risk Classification of Gastrointestinal Stromal Tumors
por: Mao, Haijia, et al.
Publicado: (2021)

Fusion-Extraction Network for Multimodal Sentiment Analysis
por: Jiang, Tao, et al.
Publicado: (2020)

Advantages of Using 3D Intraoperative Ultrasound and Intraoperative MRI in Glioma Surgery
por: Hou, Yuanzheng, et al.
Publicado: (2022)

Pulmonary Functional Imaging for Lung Adenocarcinoma: Combined MRI Assessment Based on IVIM-DWI and OE-UTE-MRI
por: Liu, Hui, et al.
Publicado: (2021)

Multimodal imaging study of pancreatic myeloid sarcoma: a case report and literature review
por: Hu, Xianwen, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_r6nvpjkgi9b35uva7uj1glqci6