Cargando…

Weighted Average Ensemble Deep Learning Model for Stratification of Brain Tumor in MRI Images

Brain tumor diagnosis at an early stage can improve the chances of successful treatment and better patient outcomes. In the biomedical industry, non-invasive diagnostic procedures, such as magnetic resonance imaging (MRI), can be used to diagnose brain tumors. Deep learning, a type of artificial int...

Descripción completa

Detalles Bibliográficos
Autores principales:	Anand, Vatsala, Gupta, Sheifali, Gupta, Deepali, Gulzar, Yonis, Xin, Qin, Juneja, Sapna, Shah, Asadullah, Shaikh, Asadullah
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10093740/ https://www.ncbi.nlm.nih.gov/pubmed/37046538 http://dx.doi.org/10.3390/diagnostics13071320

Ejemplares similares

Automatic Identification of Glomerular in Whole-Slide Images Using a Modified UNet Model
por: Kaur, Gurjinder, et al.
Publicado: (2023)

A Convolutional Neural Network Architecture for Segmentation of Lung Diseases Using Chest X-ray Images
por: Sulaiman, Adel, et al.
Publicado: (2023)

Detection of Pneumonia from Chest X-ray Images Utilizing MobileNet Model
por: Reshan, Mana Saleh Al, et al.
Publicado: (2023)

Deep Learning Model for the Automatic Classification of White Blood Cells
por: Sharma, Sarang, et al.
Publicado: (2022)

EfficientNetB0 cum FPN Based Semantic Segmentation of Gastrointestinal Tract Organs in MRI Scans
por: Sharma, Neha, et al.
Publicado: (2023)

An Intelligent Attention-Based Transfer Learning Model for Accurate Differentiation of Bone Marrow Stains to Diagnose Hematological Disorder
por: Alshahrani, Hani, et al.
Publicado: (2023)

Performance Evaluation of the Deep Learning Based Convolutional Neural Network Approach for the Recognition of Chest X-Ray Images
por: Sharma, Sandhya, et al.
Publicado: (2022)

U-Net Model with Transfer Learning Model as a Backbone for Segmentation of Gastrointestinal Tract
por: Sharma, Neha, et al.
Publicado: (2023)

Detection of Types of Mental Illness through the Social Network Using Ensembled Deep Learning Model
por: Nasrullah, Syed, et al.
Publicado: (2022)

Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease
por: Sharma, Sarang, et al.
Publicado: (2022)

ResRandSVM: Hybrid Approach for Acute Lymphocytic Leukemia Classification in Blood Smear Images
por: Sulaiman, Adel, et al.
Publicado: (2023)

Image Retrieval Using Different Distance Methods and Color Difference Histogram Descriptor for Human Healthcare
por: Chugh, Himani, et al.
Publicado: (2022)

The Weighted‐Average Lagged Ensemble
por: DelSole, T., et al.
Publicado: (2017)

MRI-Based Effective Ensemble Frameworks for Predicting Human Brain Tumor
por: Khan, Farhana, et al.
Publicado: (2023)

Exploratory analysis of the suitability of data from the civil registration system for estimating excess mortality due to COVID-19 in Faridabad district of India
por: Gupta, Ayon, et al.
Publicado: (2022)

Modified U-NET Architecture for Segmentation of Skin Lesion
por: Anand, Vatsala, et al.
Publicado: (2022)

A Novel Deep Learning-Based Classification Framework for COVID-19 Assisted with Weighted Average Ensemble Modeling
por: Chakraborty, Gouri Shankar, et al.
Publicado: (2023)

Enhancing Breast Cancer Detection and Classification Using Advanced Multi-Model Features and Ensemble Machine Learning Techniques
por: Reshan, Mana Saleh Al, et al.
Publicado: (2023)

An Enhanced Transfer Learning Based Classification for Diagnosis of Skin Cancer
por: Anand, Vatsala, et al.
Publicado: (2022)

Sensor-Assisted Weighted Average Ensemble Model for Detecting Major Depressive Disorder
por: Mahendran, Nivedhitha, et al.
Publicado: (2019)

Weighted average ensemble-based semantic segmentation in biological electron microscopy images
por: Shaga Devan, Kavitha, et al.
Publicado: (2022)

Cloud-Based Fault Prediction Using IoT in Office Automation for Improvisation of Health of Employees
por: Uppal, Mudita, et al.
Publicado: (2021)

Cosmological ensemble and directional averages of observables
por: Bonvin, Camille, et al.
Publicado: (2015)

Top Down Approach to Ensemble Averaging
por: Heckman, Jonathan
Publicado: (2022)

The Importance of Ensemble Averaging in Enzyme Kinetics
por: Masgrau, Laura, et al.
Publicado: (2014)

OWAE-Net: COVID-19 detection from ECG images using deep learning and optimized weighted average ensemble technique
por: Prashant, Kunwar, et al.
Publicado: (2022)

A Robust Deep Learning Ensemble-Driven Model for Defect and Non-Defect Recognition and Classification Using a Weighted Averaging Sequence-Based Meta-Learning Ensembler
por: Stephen, Okeke, et al.
Publicado: (2022)

Attention Aware Deep Learning Approaches for an Efficient Stress Classification Model
por: Zulqarnain, Muhammad, et al.
Publicado: (2023)

Evaluating critical success factors in implementing E-learning system using multi-criteria decision-making
por: Naveed, Quadri Noorulhasan, et al.
Publicado: (2020)

CARON – Average RMSD of NMR structure ensembles
por: Sikic, Kresimir, et al.
Publicado: (2009)

Enhancing the Quality of Service for Real Time Traffic over Optical Burst Switching (OBS) Networks with Ensuring the Fairness for Other Traffics
por: Al-Shargabi, Mohammed A., et al.
Publicado: (2016)

Visualization of Customized Convolutional Neural Network for Natural Language Recognition
por: Singh, Tajinder Pal, et al.
Publicado: (2022)

Deep Neural Networks for Medical Image Segmentation
por: Malhotra, Priyanka, et al.
Publicado: (2022)

Color ensembles: Sampling and averaging spatial hue distributions
por: Virtanen, Lari S., et al.
Publicado: (2020)

Blind Channel and Data Estimation Using Fuzzy Logic-Empowered Opposite Learning-Based Mutant Particle Swarm Optimization
por: AsadUllah, Muhammad, et al.
Publicado: (2018)

Investigation of the Electrical Properties of Microtubule Ensembles under Cell-Like Conditions
por: Kalra, Aarat P., et al.
Publicado: (2020)

Calculating Ensemble Averaged Descriptions of Protein Rigidity without Sampling
por: González, Luis C., et al.
Publicado: (2012)

A virtual pebble game to ensemble average graph rigidity
por: González, Luis C, et al.
Publicado: (2015)

Fitting a function to time-dependent ensemble averaged data
por: Fogelmark, Karl, et al.
Publicado: (2018)

Perception and decision mechanisms involved in average estimation of spatiotemporal ensembles
por: Yashiro, Ryuto, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_f94mr3t4oj56robf0d3oppd9ks