Cargando…

Multimodal 3D DenseNet for IDH Genotype Prediction in Gliomas

Non-invasive prediction of isocitrate dehydrogenase (IDH) genotype plays an important role in tumor glioma diagnosis and prognosis. Recently, research has shown that radiology images can be a potential tool for genotype prediction, and fusion of multi-modality data by deep learning methods can furth...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liang, Sen, Zhang, Rongguo, Liang, Dayang, Song, Tianci, Ai, Tao, Xia, Chen, Xia, Liming, Wang, Yan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2018
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6115744/ https://www.ncbi.nlm.nih.gov/pubmed/30061525 http://dx.doi.org/10.3390/genes9080382

Ejemplares similares

DenseNet_ HybWWoA: A DenseNet-Based Brain Metastasis Classification with a Hybrid Metaheuristic Feature Selection Strategy
por: Alshammari, Abdulaziz
Publicado: (2023)

Protein Contact Map Prediction Based on ResNet and DenseNet
por: Li, Zhong, et al.
Publicado: (2020)

3D DenseNet Deep Learning Based Preoperative Computed Tomography for Detecting Myasthenia Gravis in Patients With Thymoma
por: Liu, Zhenguo, et al.
Publicado: (2021)

Classification of breast cancer histopathological images using interleaved DenseNet with SENet (IDSNet)
por: Li, Xia, et al.
Publicado: (2020)

An Efficient DenseNet-Based Deep Learning Model for Malware Detection
por: Hemalatha, Jeyaprakash, et al.
Publicado: (2021)

Study on the Grading Model of Hepatic Steatosis Based on Improved DenseNet
por: Yang, Ruwen, et al.
Publicado: (2022)

Classification of asymmetry in mammography via the DenseNet convolutional neural network
por: Liao, Tingting, et al.
Publicado: (2023)

An Algorithm for Automatic Rib Fracture Recognition Combined with nnU-Net and DenseNet
por: Zhang, Junzhong, et al.
Publicado: (2022)

CrodenseNet: An efficient parallel cross DenseNet for COVID-19 infection detection
por: Yang, Jingdong, et al.
Publicado: (2022)

NSCR-Based DenseNet for Lung Tumor Recognition Using Chest CT Image
por: Tao, Zhou, et al.
Publicado: (2020)

Fully Convolutional DenseNet with Multiscale Context for Automated Breast Tumor Segmentation
por: Hai, Jinjin, et al.
Publicado: (2019)

Reverse active learning based atrous DenseNet for pathological image classification
por: Li, Yuexiang, et al.
Publicado: (2019)

Recovery of Ionospheric Signals Using Fully Convolutional DenseNet and Its Challenges
por: Mendoza, Merlin M., et al.
Publicado: (2021)

A new detection model of microaneurysms based on improved FC-DenseNet
por: Wang, Zhenhua, et al.
Publicado: (2022)

COVID-19 Diagnosis via DenseNet and Optimization of Transfer Learning Setting
por: Zhang, Yu-Dong, et al.
Publicado: (2021)

DSNN: A DenseNet-Based SNN for Explainable Brain Disease Classification
por: Zhu, Ziquan, et al.
Publicado: (2022)

Classification of Breast Cancer Histopathological Images Using DenseNet and Transfer Learning
por: Wakili, Musa Adamu, et al.
Publicado: (2022)

CloudDenseNet: Lightweight Ground-Based Cloud Classification Method for Large-Scale Datasets Based on Reconstructed DenseNet
por: Li, Sheng, et al.
Publicado: (2023)

Multi-Scale DenseNets-Based Aircraft Detection from Remote Sensing Images
por: Wang, Yantian, et al.
Publicado: (2019)

Multichannel DenseNet Architecture for Classification of Mammographic Breast Density for Breast Cancer Detection
por: Pawar, Shivaji D., et al.
Publicado: (2022)

DenseNet-II: an improved deep convolutional neural network for melanoma cancer detection
por: Girdhar, Nancy, et al.
Publicado: (2022)

Android malware detection method based on highly distinguishable static features and DenseNet
por: Yang, Jiyun, et al.
Publicado: (2022)

DenseNet weed recognition model combining local variance preprocessing and attention mechanism
por: Mu, Ye, et al.
Publicado: (2023)

Using deep DenseNet with cyclical learning rate to classify leukocytes for leukemia identification
por: Houssein, Essam H., et al.
Publicado: (2023)

A hybrid attention-enhanced DenseNet neural network model based on improved U-Net for rice leaf disease identification
por: Liu, Wufeng, et al.
Publicado: (2022)

Automatic prostate and prostate zones segmentation of magnetic resonance images using DenseNet-like U-net
por: Aldoj, Nader, et al.
Publicado: (2020)

Accurate classification of white blood cells by coupling pre-trained ResNet and DenseNet with SCAM mechanism
por: Chen, Hua, et al.
Publicado: (2022)

DCNet: DenseNet-77-based CornerNet model for the tomato plant leaf disease detection and classification
por: Albahli, Saleh, et al.
Publicado: (2022)

FemurTumorNet: Bone tumor classification in the proximal femur using DenseNet model based on radiographs
por: Pan, Canyu, et al.
Publicado: (2023)

Improved YOLO-V3 with DenseNet for Multi-Scale Remote Sensing Target Detection
por: Xu, Danqing, et al.
Publicado: (2020)

Identification of Navel Orange Diseases and Pests Based on the Fusion of DenseNet and Self-Attention Mechanism
por: Zhang, Yin'e, et al.
Publicado: (2021)

Optimization and fine-tuning of DenseNet model for classification of COVID-19 cases in medical imaging
por: Chauhan, Tavishee, et al.
Publicado: (2021)

Three-dimensional DenseNet self-attention neural network for automatic detection of student’s engagement
por: Mehta, Naval Kishore, et al.
Publicado: (2022)

Coronavirus disease (COVID-19) detection using X-ray images and enhanced DenseNet
por: Albahli, Saleh, et al.
Publicado: (2021)

A Novel DenseNet Generative Adversarial Network for Heterogenous Low-Light Image Enhancement
por: Zhang, Jingsi, et al.
Publicado: (2021)

DenseNet Convolutional Neural Networks Application for Predicting COVID-19 Using CT Image
por: Hasan, Najmul, et al.
Publicado: (2021)

Soft Attention Based DenseNet Model for Parkinson’s Disease Classification Using SPECT Images
por: Thakur, Mahima, et al.
Publicado: (2022)

Cell Phenotype Classification Based on Joint of Texture Information and Multilayer Feature Extraction in DenseNet
por: Fekri-Ershad, Shervan, et al.
Publicado: (2022)

An Adaptive Early Stopping Technique for DenseNet169-Based Knee Osteoarthritis Detection Model
por: Al-rimy, Bander Ali Saleh, et al.
Publicado: (2023)

A generic intelligent tomato classification system for practical applications using DenseNet-201 with transfer learning
por: Lu, Tao, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_rllb34kikl9jf7ldn3scmn3bsf