Cargando…

An Enhanced Hyper-Parameter Optimization of a Convolutional Neural Network Model for Leukemia Cancer Diagnosis in a Smart Healthcare System

Healthcare systems in recent times have witnessed timely diagnoses with a high level of accuracy. Internet of Medical Things (IoMT)-enabled deep learning (DL) models have been used to support medical diagnostics in real time, thus resolving the issue of late-stage diagnosis of various diseases and i...

Descripción completa

Detalles Bibliográficos
Autores principales:	Awotunde, Joseph Bamidele, Imoize, Agbotiname Lucky, Ayoade, Oluwafisayo Babatope, Abiodun, Moses Kazeem, Do, Dinh-Thuan, Silva, Adão, Sur, Samarendra Nath
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9785310/ https://www.ncbi.nlm.nih.gov/pubmed/36560057 http://dx.doi.org/10.3390/s22249689

Ejemplares similares

6G Enabled Smart Infrastructure for Sustainable Society: Opportunities, Challenges, and Research Roadmap
por: Imoize, Agbotiname Lucky, et al.
Publicado: (2021)

Analysis of key performance indicators of a 4G LTE network based on experimental data obtained from a densely populated smart city
por: Imoize, Agbotiname Lucky, et al.
Publicado: (2020)

Machine Learning-Based Boosted Regression Ensemble Combined with Hyperparameter Tuning for Optimal Adaptive Learning
por: Isabona, Joseph, et al.
Publicado: (2022)

Experimental data on radio frequency interference in microwave links using frequency scan measurements at 6 GHz, 7 GHz, and 8 GHz
por: Ughegbe, Glory Uzuazobona, et al.
Publicado: (2021)

An Overview of Machine Learning within Embedded and Mobile Devices–Optimizations and Applications
por: Ajani, Taiwo Samuel, et al.
Publicado: (2021)

Design and Implementation of an ML and IoT Based Adaptive Traffic-Management System for Smart Cities
por: Lilhore, Umesh Kumar, et al.
Publicado: (2022)

Performance Measurement System and Quality Management in Data-Driven Industry 4.0: A Review
por: Tambare, Parkash, et al.
Publicado: (2021)

Updating analysis of key performance indicators of 4G LTE network with the prediction of missing values of critical network parameters based on experimental data from a dense urban environment
por: Imoize, Agbotiname Lucky, et al.
Publicado: (2022)

An Efficient Electronic Cash System Based on Certificateless Group Signcryption Scheme Using Conformable Chaotic Maps
por: Meshram, Chandrashekhar, et al.
Publicado: (2021)

A Provably Secure IBE Transformation Model for PKC Using Conformable Chebyshev Chaotic Maps under Human-Centered IoT Environments
por: Meshram, Chandrashekhar, et al.
Publicado: (2021)

An Efficient Authenticated Key Agreement Scheme Supporting Privacy-Preservation for Internet of Drones Communications
por: Li, Chun-Ta, et al.
Publicado: (2022)

On the Use of Wavelet Domain and Machine Learning for the Analysis of Epileptic Seizure Detection from EEG Signals
por: Kavitha, K. V. N., et al.
Publicado: (2022)

Periodontitis and systemic diseases: A literature review
por: Arigbede, Abiodun O., et al.
Publicado: (2012)

Secure Cognitive Radio-Enabled Vehicular Communications under Spectrum-Sharing Constraints
por: Yadav, Suneel, et al.
Publicado: (2021)

Bilateral tuberculate supernumerary teeth
por: Eigbobo, Joycelyn Odegua, et al.
Publicado: (2011)

Hybrid Satellite-Terrestrial Relay Network: Proposed Model and Application of Power Splitting Multiple Access
por: Do, Dinh-Thuan, et al.
Publicado: (2020)

Erratum: Do, D.-T., et al. Hybrid Satellite-Terrestrial Relay Network: Proposed Model and Application of Power Splitting Multiple Access. Sensors 2020, 20, 4296
por: Do, Dinh-Thuan, et al.
Publicado: (2020)

Multi-objective simulated annealing for hyper-parameter optimization in convolutional neural networks
por: Gülcü, Ayla, et al.
Publicado: (2021)

Application of big data in COVID-19 epidemic
por: Awotunde, Joseph Bamidele, et al.
Publicado: (2022)

A decision support system for multi-target disease diagnosis: A bioinformatics approach
por: Ayo, Femi Emmanuel, et al.
Publicado: (2020)

Corrigendum to “A decision support system for multi-target disease diagnosis: A bioinformatics approach”[Heliyon 6 (3), (March 2020) Article e03657]
por: Emmanuel Ayo, Femi, et al.
Publicado: (2022)

Hyper-SUMOylation of ERG Is Essential for the Progression of Acute Myeloid Leukemia
por: Chen, Xu, et al.
Publicado: (2021)

Comparative study of antipyretic potency of extracts of morinda lucida leaves and fruits of capsicum frutescens in albino rats
por: Adefolalu, Adedotun A, et al.
Publicado: (2023)

Identification of early and extra-early maturing tropical maize inbred lines resistant to Exserohilum turcicum in sub-Saharan Africa
por: Badu-Apraku, Baffour, et al.
Publicado: (2021)

Enhancing X-ray-Based Wrist Fracture Diagnosis Using HyperColumn-Convolutional Block Attention Module
por: Oh, Joonho, et al.
Publicado: (2023)

Smart Pothole Detection Using Deep Learning Based on Dilated Convolution
por: Ahmed, Khaled R.
Publicado: (2021)

Oral health related quality of life among HIV positive patients attending two HIV outpatient clinics in Nigeria - a cross sectional study
por: Umeizudike, Kehinde Adesola, et al.
Publicado: (2021)

Ameliorative effect of ethanolic extract of Carica papaya leaves on hyper-cholesterolemic rats: The egg yolk induced model
por: Ademuyiwa, Oluwaseun Hannah, et al.
Publicado: (2023)

Intelligent Fault Diagnosis of Rotary Machinery by Convolutional Neural Network with Automatic Hyper-Parameters Tuning Using Bayesian Optimization
por: Kolar, Davor, et al.
Publicado: (2021)

Smart brain tumor diagnosis system utilizing deep convolutional neural networks
por: Anagun, Yildiray
Publicado: (2023)

Hyper-replicative bovine leukemia virus by mutation of an envelope N-linked glycosylation site
por: de Brogniez, A, et al.
Publicado: (2014)

Hyper-Learning
por: Hess, Edward
Publicado: (2020)

Hyper passive
por: Crisp, Fiona
Publicado: (2009)

Hyper-heuristics
por: Pillay, Nelishia, et al.
Publicado: (2018)

A Novel Simulated Annealing-Based Hyper-Heuristic Algorithm for Stochastic Parallel Disassembly Line Balancing in Smart Remanufacturing
por: Hu, Youxi, et al.
Publicado: (2023)

Strengthening immunity through healthy lifestyle practices: Recommendations for lifestyle interventions in the management of COVID‐19
por: Monye, Ifeoma, et al.
Publicado: (2020)

Real Time Multipurpose Smart Waste Classification Model for Efficient Recycling in Smart Cities Using Multilayer Convolutional Neural Network and Perceptron
por: Gondal, Ali Usman, et al.
Publicado: (2021)

Pneumocephalus following Dorsal Laminectomy: An Unusual Complication
por: Kumar, Brajesh, et al.
Publicado: (2017)

Serum Magnesium as a Marker of Neurological Outcome in Severe Traumatic Brain Injury Patients
por: Nayak, Raghavendra, et al.
Publicado: (2018)

Hyper-radiosensitivity affects low-dose acute myeloid leukemia incidence in a mathematical model
por: Stouten, Sjors, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_c8edfv58mg418e5bhcj0kr5i5v