Cargando…

BrainSeg-Net: Brain Tumor MR Image Segmentation via Enhanced Encoder–Decoder Network

Efficient segmentation of Magnetic Resonance (MR) brain tumor images is of the utmost value for the diagnosis of tumor region. In recent years, advancement in the field of neural networks has been used to refine the segmentation performance of brain tumor sub-regions. The brain tumor segmentation ha...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rehman, Mobeen Ur, Cho, SeungBin, Kim, Jeehong, Chong, Kil To
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7911842/ https://www.ncbi.nlm.nih.gov/pubmed/33504047 http://dx.doi.org/10.3390/diagnostics11020169

Ejemplares similares

SM-SegNet: A Lightweight Squeeze M-SegNet for Tissue Segmentation in Brain MRI Scans
por: Yamanakkanavar, Nagaraj, et al.
Publicado: (2022)

COVID-SegNet: encoder–decoder-based architecture for COVID-19 lesion segmentation in chest X-ray
por: Agrawal, Tarun, et al.
Publicado: (2023)

Brain SegNet: 3D local refinement network for brain lesion segmentation
por: Hu, Xiaojun, et al.
Publicado: (2020)

Learning U-Net Based Multi-Scale Features in Encoding-Decoding for MR Image Brain Tissue Segmentation
por: Long, Jiao-Song, et al.
Publicado: (2021)

Multi-Scale Squeeze U-SegNet with Multi Global Attention for Brain MRI Segmentation
por: Dayananda, Chaitra, et al.
Publicado: (2021)

Retinal Vessel Automatic Segmentation Using SegNet
por: Xu, Xiaomei, et al.
Publicado: (2022)

SpikeSegNet-a deep learning approach utilizing encoder-decoder network with hourglass for spike segmentation and counting in wheat plant from visual imaging
por: Misra, Tanuj, et al.
Publicado: (2020)

TranSegNet: Hybrid CNN-Vision Transformers Encoder for Retina Segmentation of Optical Coherence Tomography
por: Zhang, Yiheng, et al.
Publicado: (2023)

Efficient U-Net Architecture with Multiple Encoders and Attention Mechanism Decoders for Brain Tumor Segmentation
por: Aboussaleh, Ilyasse, et al.
Publicado: (2023)

Retracted: Retinal Vessel Automatic Segmentation Using SegNet
por: Methods in Medicine, Computational and Mathematical
Publicado: (2023)

Liver Tumor Segmentation in CT Scans Using Modified SegNet
por: Almotairi, Sultan, et al.
Publicado: (2020)

Pixel-Label-Based Segmentation of Cross-Sectional Brain MRI Using Simplified SegNet Architecture-Based CNN
por: Khagi, Bijen, et al.
Publicado: (2018)

MitoSegNet: Easy-to-use Deep Learning Segmentation for Analyzing Mitochondrial Morphology
por: Fischer, Christian A., et al.
Publicado: (2020)

SegChaNet: A Novel Model for Lung Cancer Segmentation in CT Scans
por: Cifci, Mehmet Akif
Publicado: (2022)

Multi-atlas segmentation of subcortical brain structures via the AutoSeg software pipeline
por: Wang, Jiahui, et al.
Publicado: (2014)

Brain tumor classification using the diffusion tensor image segmentation (D-SEG) technique
por: Jones, Timothy L., et al.
Publicado: (2015)

Utilizing the TractSeg Tool for Automatic Corticospinal Tract Segmentation in Patients With Brain Pathology
por: Moshe, Yael H., et al.
Publicado: (2022)

SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining
por: Billot, Benjamin, et al.
Publicado: (2023)

DNC4mC-Deep: Identification and Analysis of DNA N4-Methylcytosine Sites Based on Different Encoding Schemes By Using Deep Learning
por: Wahab, Abdul, et al.
Publicado: (2020)

DeepBrainSeg: Automated Brain Region Segmentation for Micro-Optical Images With a Convolutional Neural Network
por: Tan, Chaozhen, et al.
Publicado: (2020)

COVID-19 lung CT image segmentation using deep learning methods: U-Net versus SegNet
por: Saood, Adnan, et al.
Publicado: (2021)

DNA6mA-MINT: DNA-6mA Modification Identification Neural Tool
por: Rehman, Mobeen Ur, et al.
Publicado: (2020)

GeneSegNet: a deep learning framework for cell segmentation by integrating gene expression and imaging
por: Wang, Yuxing, et al.
Publicado: (2023)

Encoder-Decoder Optimization for Brain-Computer Interfaces
por: Merel, Josh, et al.
Publicado: (2015)

Segmenting Brain Tumor Using Cascaded V-Nets in Multimodal MR Images
por: Hua, Rui, et al.
Publicado: (2020)

U-Net-Based Models towards Optimal MR Brain Image Segmentation
por: Yousef, Rammah, et al.
Publicado: (2023)

Connected-SegNets: A Deep Learning Model for Breast Tumor Segmentation from X-ray Images
por: Alkhaleefah, Mohammad, et al.
Publicado: (2022)

VGG-UNet/VGG-SegNet Supported Automatic Segmentation of Endoplasmic Reticulum Network in Fluorescence Microscopy Images
por: Daniel, Jesline, et al.
Publicado: (2022)

NuSegDA: Domain adaptation for nuclei segmentation
por: Haq, Mohammad Minhazul, et al.
Publicado: (2023)

SEG: Segmentation Evaluation in absence of Ground truth labels
por: Sims, Zachary, et al.
Publicado: (2023)

SegAE: Unsupervised white matter lesion segmentation from brain MRIs using a CNN autoencoder
por: Atlason, Hans E., et al.
Publicado: (2019)

DCNN-4mC: Densely connected neural network based N4-methylcytosine site prediction in multiple species
por: Rehman, Mobeen Ur, et al.
Publicado: (2021)

Brain MR Image Enhancement for Tumor Segmentation Using 3D U-Net
por: Ullah, Faizad, et al.
Publicado: (2021)

TC-SegNet: robust deep learning network for fully automatic two-chamber segmentation of two-dimensional echocardiography
por: Lal, Shyam
Publicado: (2023)

A Cumulants-Based Human Brain Decoding
por: Zafar, Raheel, et al.
Publicado: (2022)

SegAnnDB: interactive Web-based genomic segmentation
por: Hocking, Toby D., et al.
Publicado: (2014)

iSeg: an efficient algorithm for segmentation of genomic and epigenomic data
por: Girimurugan, Senthil B., et al.
Publicado: (2018)

MRI adipose tissue segmentation and quantification in R (RAdipoSeg)
por: Haugen, Christine, et al.
Publicado: (2022)

DeepSeg: deep neural network framework for automatic brain tumor segmentation using magnetic resonance FLAIR images
por: Zeineldin, Ramy A., et al.
Publicado: (2020)

Image Segmentation Using Encoder-Decoder with Deformable Convolutions
por: Gurita, Andreea, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_7ljol9eim136mha9741b5u1uii