Ensemble deep learning and internet of things‐based automated COVID‐19 diagnosis framework

AS Kini, AN Gopal Reddy, M Kaur… - Contrast Media & …, 2022 - Wiley Online Library
… IoT-enabled ensemble deep learning framework is shown in Figure 8. The proposed framework
… Therefore, the proposed framework can be efficiently applied for the early diagnosis of …

HealthFog: An ensemble deep learning based Smart Healthcare System for Automatic Diagnosis of Heart Diseases in integrated IoT and fog computing environments

S Tuli, N Basumatary, SS Gill, M Kahani… - Future Generation …, 2020 - Elsevier
framework called HealthFog for integrating ensemble deep … of integrating complex ensemble
deep learning models with … is able to use deep learning based frameworks to provide highly …

Ensemble deep learning-based fault diagnosis of rotor bearing systems

S Ma, F Chu - Computers in industry, 2019 - Elsevier
diagnosis technology, the application scope of single deep model may have corresponding
limitations. Accordingly, in this paper, an ensemble deep learning diagnosis … The framework

Ensemble multimodal deep learning for early diagnosis and accurate classification of COVID-19

S Kumar, SK Gupta, V Kumar, M Kumar… - Computers and …, 2022 - Elsevier
… the deep Uniform-Net, and Convolutional Neural Network (CNN). The weighted sum-rule
fusion method and ensemble deep learning … For the early diagnosis of patients, the framework

Heartfog: Fog computing enabled ensemble deep learning framework for automatic heart disease diagnosis

A Pati, M Parhi, BK Pattanayak - Intelligent and Cloud Computing …, 2022 - Springer
… 4.3 Ensemble DL Application The Ensemble DL application is used as a model in this work,
… The ensemble techniques are used in this research are boosting with averaging. The data …

[PDF][PDF] Ensembles of Deep Learning Framework for Stomach Abnormalities Classification.

T Saeed, C Kiong Loo… - Computers, Materials & …, 2022 - academia.edu
… CT and X-ray images using deep learning features is calculated by entropy. … deep learning
models. Similarly, these techniques need to be applied in the deep learning-based diagnosis

Ensemble deep-learning-enabled clinical decision support system for breast cancer diagnosis and classification on ultrasound images

M Ragab, A Albukhari, J Alyami, RF Mansour - Biology, 2022 - mdpi.com
… The VGG framework won the ILSVR (ImageNet) competition in 2014. The framework
enhances the AlexNet framework by replacing kernel-sized filter in which 11 represents the initial …

Deep learning based pipelines for Alzheimer's disease diagnosis: a comparative study and a novel deep-ensemble method

A Loddo, S Buttau, C Di Ruberto - Computers in biology and medicine, 2022 - Elsevier
deep-ensemble approach for dementia-level classification from brain images, ii) to compare
different deep learning … strategy in a deep learning framework to detect Alzheimer's disease …

Ensemble deep learning: A review

MA Ganaie, M Hu, AK Malik, M Tanveer… - … Applications of Artificial …, 2022 - Elsevier
… classification algorithms ranging from medical diagnosis to remote sensing. Mathematically,
… algorithms into a uniform framework. Ensemble deep learning models need to handle …

Diagnosis of cervical cancer based on ensemble deep learning network using colposcopy images

V Chandran, MG Sumithra, A Karthick… - BioMed Research …, 2021 - Wiley Online Library
… (CNN) is used to identify MI signals in an efficient computer-aided diagnosis (CAD) framework
for urban healthcare in smart cities [12]. The novel feature extraction protocol followed by …