Cargando…

Predicting Breast Cancer Based on Optimized Deep Learning Approach

Breast cancer is a dangerous disease with a high morbidity and mortality rate. One of the most important aspects in breast cancer treatment is getting an accurate diagnosis. Machine-learning (ML) and deep learning techniques can help doctors in making diagnosis decisions. This paper proposed the opt...

Descripción completa

Detalles Bibliográficos
Autores principales:	Saleh, Hager, Abd-el ghany, Sara F., Alyami, Hashem, Alosaimi, Wael
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8957426/ https://www.ncbi.nlm.nih.gov/pubmed/35345799 http://dx.doi.org/10.1155/2022/1820777

Ejemplares similares

A New Initialization Approach in Particle Swarm Optimization for Global Optimization Problems
por: Bangyal, Waqas Haider, et al.
Publicado: (2021)

A quantization assisted U-Net study with ICA and deep features fusion for breast cancer identification using ultrasonic data
por: Meraj, Talha, et al.
Publicado: (2021)

Multimodality Imaging of COVID-19 Using Fine-Tuned Deep Learning Models
por: Almuayqil, Saleh, et al.
Publicado: (2023)

Enabling Clustering for Privacy-Aware Data Dissemination Based on Medical Healthcare-IoTs (MH-IoTs) for Wireless Body Area Network
por: Ullah, Fasee, et al.
Publicado: (2020)

Robustness Fine-Tuning Deep Learning Model for Cancers Diagnosis Based on Histopathology Image Analysis
por: El-Ghany, Sameh Abd, et al.
Publicado: (2023)

An Optimized Hybrid Deep Learning Model to Detect COVID-19 Misleading Information
por: Alouffi, Bader, et al.
Publicado: (2021)

Ensemble Learning Based on Hybrid Deep Learning Model for Heart Disease Early Prediction
por: Almulihi, Ahmed, et al.
Publicado: (2022)

COVID-19 Diagnosis Using an Enhanced Inception-ResNetV2 Deep Learning Model in CXR Images
por: Alruwaili, Madallah, et al.
Publicado: (2021)

Adversarial-Aware Deep Learning System Based on a Secondary Classical Machine Learning Verification Approach
por: Alkhowaiter, Mohammed, et al.
Publicado: (2023)

Polycystic Ovary Syndrome Detection Machine Learning Model Based on Optimized Feature Selection and Explainable Artificial Intelligence
por: Elmannai, Hela, et al.
Publicado: (2023)

Computer-Aided Diagnosis System for Blood Diseases Using EfficientNet-B3 Based on a Dynamic Learning Algorithm
por: Abd El-Ghany, Sameh, et al.
Publicado: (2023)

Heterogeneous Ensemble Deep Learning Model for Enhanced Arabic Sentiment Analysis
por: Saleh, Hager, et al.
Publicado: (2022)

Deep Learning for Deep Chemistry: Optimizing the Prediction of Chemical Patterns
por: Cova, Tânia F. G. G., et al.
Publicado: (2019)

Improved LSTM-based deep learning model for COVID-19 prediction using optimized approach
por: Zhou, Luyu, et al.
Publicado: (2023)

Computer aided progression detection model based on optimized deep LSTM ensemble model and the fusion of multivariate time series data
por: Saleh, Hager, et al.
Publicado: (2023)

Improving Skin Color Diversity in Cancer Detection: Deep Learning Approach
por: Rezk, Eman, et al.
Publicado: (2022)

Ensemble Deep-Learning-Enabled Clinical Decision Support System for Breast Cancer Diagnosis and Classification on Ultrasound Images
por: Ragab, Mahmoud, et al.
Publicado: (2022)

Efficient deep learning approach for augmented detection of Coronavirus disease
por: Sedik, Ahmed, et al.
Publicado: (2021)

Diagnosis of COVID-19 Using Chest X-ray Images and Disease Symptoms Based on Stacking Ensemble Deep Learning
por: AlMohimeed, Abdulaziz, et al.
Publicado: (2023)

Hybrid Deep Learning Model for Endoscopic Lesion Detection and Classification Using Endoscopy Videos
por: Ayyaz, M Shahbaz, et al.
Publicado: (2021)

An Optimized Ensemble Deep Learning Model for Predicting Plant miRNA–IncRNA Based on Artificial Gorilla Troops Algorithm
por: Hamdy, Walid, et al.
Publicado: (2023)

Automatic grading for Arabic short answer questions using optimized deep learning model
por: Abdul Salam, Mustafa, et al.
Publicado: (2022)

A Deep Learning Approach to Aspect-Based Sentiment Prediction
por: Alexandridis, Georgios, et al.
Publicado: (2020)

Morphology-Based Deep Learning Approach for Predicting Osteogenic Differentiation
por: Lan, Yiqing, et al.
Publicado: (2022)

Deep Learning-Based Approach for Heat Transfer Efficiency Prediction with Deep Feature Extraction
por: Shi, Yuanhao, et al.
Publicado: (2022)

Intelligent Breast Mass Classification Approach Using Archimedes Optimization Algorithm with Deep Learning on Digital Mammograms
por: Basheri, Mohammed
Publicado: (2023)

Enhanced Deep Learning Approach for Accurate Eczema and Psoriasis Skin Detection
por: Hammad, Mohamed, et al.
Publicado: (2023)

Classification of Citrus Diseases Using Optimization Deep Learning Approach
por: Elaraby, Ahmed, et al.
Publicado: (2022)

Phase II study of ‘high-dose’ celecoxib and metronomic ‘low-dose’ cyclophosphamide and methotrexate in patients with relapsed and refractory lymphoma
por: Abdel-Bary, N, et al.
Publicado: (2009)

Towards precision medicine based on a continuous deep learning optimization and ensemble approach
por: Li, Jian, et al.
Publicado: (2023)

Advanced Feature Extraction and Selection Approach Using Deep Learning and Aquila Optimizer for IoT Intrusion Detection System
por: Fatani, Abdulaziz, et al.
Publicado: (2021)

The Role of Medication Data to Enhance the Prediction of Alzheimer's Progression Using Machine Learning
por: El-Sappagh, Shaker, et al.
Publicado: (2021)

Interactive Deep Learning for Shelf Life Prediction of Muskmelons Based on an Active Learning Approach
por: Albert-Weiss, Dominique, et al.
Publicado: (2022)

An Optimized Deep Learning Approach for the Prediction of Social Distance Among Individuals in Public Places During Pandemic
por: Sahoo, Santosh Kumar, et al.
Publicado: (2023)

Heuristic hyperparameter optimization of deep learning models for genomic prediction
por: Han, Junjie, et al.
Publicado: (2021)

Deep Learning for Prediction and Optimization of Fast-Flow Peptide Synthesis
por: Mohapatra, Somesh, et al.
Publicado: (2020)

Bayesian optimization and deep learning for steering wheel angle prediction
por: Riboni, Alessandro, et al.
Publicado: (2022)

DeepSuccinylSite: a deep learning based approach for protein succinylation site prediction
por: Thapa, Niraj, et al.
Publicado: (2020)

Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
por: Yildiz, Gulsah, et al.
Publicado: (2022)

Deep Learning-Based Model for Financial Distress Prediction
por: Elhoseny, Mohamed, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_blts24774mvbqu8aglgngftk5v