Two-Stage Classification Model for the Prediction of Heart Disease Using IoMT and Artificial Intelligence

Two-Stage Classification Model for the Prediction of Heart Disease Using IoMT and Artificial Intelligence

Internet of Things (IoT) technology has recently been applied in healthcare systems as an Internet of Medical Things (IoMT) to collect sensor information for the diagnosis and prognosis of heart disease. The main objective of the proposed research is to classify data and predict heart disease using...

Full description

Bibliographic Details
Main Authors:	S. Manimurugan, Saad Almutairi, Majed Mohammed Aborokbah, C. Narmatha, Subramaniam Ganesan, Naveen Chilamkurti, Riyadh A. Alzaheb, Hani Almoamari
Format:	Article
Language:	English
Published:	MDPI AG 2022-01-01
Series:	Sensors
Subjects:	Internet of Medical Things cloud heart disease prediction hybrid linear discriminant analysis with modified ant lion optimization hybrid Faster R-CNN with SE-ResNet-101 medical image
Online Access:	https://www.mdpi.com/1424-8220/22/2/476

Similar Items

A Deep Learning Review of ResNet Architecture for Lung Disease Identification in CXR Image
by: Syifa Auliyah Hasanah, et al.
Published: (2023-12-01)

An Automated Framework for Plant Detection Based on Deep Simulated Learning from Drone Imagery
by: Benyamin Hosseiny, et al.
Published: (2020-10-01)

A smart IoMT based architecture for E-healthcare patient monitoring system using artificial intelligence algorithms
by: Ahila A, et al.
Published: (2023-01-01)

A New Compact Method Based on a Convolutional Neural Network for Classification and Validation of Tomato Plant Disease
by: Shivali Amit Wagle, et al.
Published: (2022-09-01)

Intelligent Diagnosis and Classification of Keratitis
by: Hiam Alquran, et al.
Published: (2022-05-01)

The Use of an Incremental Learning Algorithm for Diagnosing COVID-19 from Chest X-ray Images
by: Rimah Amami, et al.
Published: (2022-06-01)

A Study on Pine Larva Detection System Using Swin Transformer and Cascade R-CNN Hybrid Model
by: Sang-Hyun Lee, et al.
Published: (2023-01-01)

Breast Cancer Classification Using Synthesized Deep Learning Model with Metaheuristic Optimization Algorithm
by: Selvakumar Thirumalaisamy, et al.
Published: (2023-09-01)

PDC: Pearl Detection with a Counter Based on Deep Learning
by: Mingxin Hou, et al.
Published: (2022-09-01)

Unified deep learning models for enhanced lung cancer prediction with ResNet-50–101 and EfficientNet-B3 using DICOM images
by: Vinod Kumar, et al.
Published: (2024-03-01)

Aggregate Channel Features and Fast Regions CNN Approach for Classification of Ship and Iceberg
by: Sivapriya Sethu Ramasubiramanian, et al.
Published: (2023-06-01)

Chest X-ray pneumothorax segmentation using U-Net with EfficientNet and ResNet architectures
by: Ayat Abedalla, et al.
Published: (2021-06-01)

Tree Recognition and Crown Width Extraction Based on Novel Faster-RCNN in a Dense Loblolly Pine Environment
by: Chongyuan Cai, et al.
Published: (2023-04-01)

Application Combining VMD and ResNet101 in Intelligent Diagnosis of Motor Faults
by: Shih-Lin Lin
Published: (2021-09-01)

An Ensemble of Transfer Learning Models for the Prediction of Skin Cancers with Conditional Generative Adversarial Networks
by: Amal Al-Rasheed, et al.
Published: (2022-12-01)

Detection of Diabetic Retinopathy Using Collaborative Model of CNN with IoMT
by: Bhuyan Hemanta Kumar, et al.
Published: (2023-01-01)

Advanced Time-Frequency Methods for ECG Waves Recognition
by: Ala’a Zyout, et al.
Published: (2023-01-01)

A Non-Intrusive Load Monitoring Method Based on Feature Fusion and SE-ResNet
by: Tie Chen, et al.
Published: (2023-04-01)

An effective hybrid ant lion algorithm to minimize mean tardiness on permutation flow shop scheduling problem
by: Dana Marsetiya Utama, et al.
Published: (2020-03-01)

Multitarget Intelligent Recognition of Petrographic Thin Section Images Based on Faster RCNN
by: Hanyu Wang, et al.
Published: (2023-06-01)

Deep Feature-Based Three-Stage Detection of Banknotes and Coins for Assisting Visually Impaired People
by: Chanhum Park, et al.
Published: (2020-01-01)

COVINet: A hybrid model for classification of COVID and Non-COVID pneumonia in CT and X-Ray imagery
by: Vasu Mittal, et al.
Published: (2023-06-01)

Robustness Fine-Tuning Deep Learning Model for Cancers Diagnosis Based on Histopathology Image Analysis
by: Sameh Abd El-Ghany, et al.
Published: (2023-02-01)

A novel ResNet101 model based on dense dilated convolution for image classification
by: Qi Zhang
Published: (2021-12-01)

A Hybrid Multimodal Data Fusion-Based Method for Identifying Gambling Websites
by: Chenyang Wang, et al.
Published: (2022-08-01)

Hybrid Quantum Image Classification and Federated Learning for Hepatic Steatosis Diagnosis
by: Luca Lusnig, et al.
Published: (2024-03-01)

Improved Faster Region-Based Convolutional Neural Networks (R-CNN) Model Based on Split Attention for the Detection of Safflower Filaments in Natural Environments
by: Zhenguo Zhang, et al.
Published: (2023-10-01)

High-resolution medical image reconstruction based on residual neural network for diagnosis of cerebral aneurysm
by: Bo Wang, et al.
Published: (2022-10-01)

Potato Leaf Disease Segmentation Method Based on Improved UNet
by: Jun Fu, et al.
Published: (2023-10-01)

ResNet-LSTM for Real-Time PM<sub>2.5</sub> and PM₁₀ Estimation Using Sequential Smartphone Images
by: Shiguang Song, et al.
Published: (2020-01-01)

A Hybrid Ant Lion Optimizer (ALO) Algorithm for Construction Site Layout Optimization
by: Pham Vu Hong Son, et al.
Published: (2023-10-01)

Research on the Strawberry Recognition Algorithm Based on Deep Learning
by: Yunlong Zhang, et al.
Published: (2023-10-01)

CT-based deep learning model for the prediction of DNA mismatch repair deficient colorectal cancer: a diagnostic study
by: Wuteng Cao, et al.
Published: (2023-03-01)

Robust Learning with Implicit Residual Networks
by: Viktor Reshniak, et al.
Published: (2020-12-01)

Implementation of a steganography system based on hybrid square quaternion moment compression in IoMT
by: Mohamed Amine Tahiri, et al.
Published: (2023-07-01)

FPN-SE-ResNet Model for Accurate Diagnosis of Kidney Tumors Using CT Images
by: Abubaker Abdelrahman, et al.
Published: (2023-08-01)

An ECG Classification Method Based on Multi-Task Learning and CoT Attention Mechanism
by: Quancheng Geng, et al.
Published: (2023-03-01)

Fused behavior recognition model based on attention mechanism
by: Lei Chen, et al.
Published: (2020-03-01)

HLASwin-T-ACoat-Net Based Underwater Object Detection
by: S. Manimurugan, et al.
Published: (2024-01-01)

Houseplant leaf classification system based on deep learning algorithms
by: Hersh M. Hama, et al.
Published: (2024-04-01)