Comprehensive evaluation and performance analysis of machine learning in heart disease prediction

Comprehensive evaluation and performance analysis of machine learning in heart disease prediction

Heart disease is a leading cause of mortality on a global scale. Accurately predicting cardiovascular disease poses a significant challenge within clinical data analysis. The present study introduces a prediction model that utilizes various combinations of information and employs multiple establishe...

Mô tả đầy đủ

Đã lưu trong:

Chi tiết về thư mục
Những tác giả chính:	Halah Abdulaziz Al-Alshaikh, P. Prabu, Ramesh Chandra Poonia, Abdul Khader Jilani Saudagar, Manoj Kumar Yadav, Hatoon S. AlSagri, Abeer Abdulaziz Alsanad
Định dạng:	Artigo
Ngôn ngữ:	Tiếng Anh
Được phát hành:	2024
Truy cập trực tuyến:	https://doi.org/10.1038/s41598-024-58489-7 https://www.nature.com/articles/s41598-024-58489-7.pdf
Các nhãn:	Thêm thẻ Không có thẻ, Là người đầu tiên thẻ bản ghi này!

Những quyển sách tương tự

Machine Learning-Based Approach for Depression Detection in Twitter Using Content and Activity Features
Bằng: Hatoon S. AlSagri, et al.
Được phát hành: (2020)

A Novel Machine Learning-Based Prediction Method for Early Detection and Diagnosis of Congenital Heart Disease Using ECG Signal Processing
Bằng: Prabu Pachiyannan, et al.
Được phát hành: (2024)

Early Identification and Detection of Driver Drowsiness by Hybrid Machine Learning
Bằng: Ayman Altameem, et al.
Được phát hành: (2021)

Usability Evaluation and Classification of mHealth Applications for Type 2 Diabetes Mellitus Using MARS and ID3 Algorithm
Bằng: Gupta, Kamaldeep, et al.
Được phát hành: (2022)

An Enhanced Transfer Learning Based Classification for Diagnosis of Skin Cancer
Bằng: Anand, Vatsala, et al.
Được phát hành: (2022)

An Enhanced Transfer Learning Based Classification for Diagnosis of Skin Cancer
Bằng: Vatsala Anand, et al.
Được phát hành: (2022)

An Enhanced SEIR Model for Prediction of COVID-19 with Vaccination Effect
Bằng: Poonia, Ramesh Chandra, et al.
Được phát hành: (2022)

HTLML: Hybrid AI Based Model for Detection of Alzheimer’s Disease
Bằng: Sarang Sharma, et al.
Được phát hành: (2022)

Minimize the Percentage of Noise in Biomedical Images Using Neural Networks
Bằng: Saudagar, Abdul Khader Jilani
Được phát hành: (2014)

Design of Smart and Secured Healthcare Service Using Deep Learning with Modified SHA-256 Algorithm
Bằng: Mohanty, Mohan Debarchan, et al.
Được phát hành: (2022)

An Effective Strategy and Mathematical Model to Predict the Sustainable Evolution of the Impact of the Pandemic Lockdown
Bằng: Harjule, Priyanka, et al.
Được phát hành: (2022)

Federated Machine Learning for Skin Lesion Diagnosis: An Asynchronous and Weighted Approach
Bằng: Muhammad Mateen Yaqoob, et al.
Được phát hành: (2023)

Hybrid Majority Voting: Prediction and Classification Model for Obesity
Bằng: Dahlak Daniel Solomon, et al.
Được phát hành: (2023)

COVID-19 Related Sentiment Analysis Using State-of-the-Art Machine Learning and Deep Learning Techniques
Bằng: Jalil, Zunera, et al.
Được phát hành: (2022)

An Improved Multispectral Palmprint Recognition System Using Autoencoder with Regularized Extreme Learning Machine
Bằng: Gumaei, Abdu, et al.
Được phát hành: (2018)

COVID-Transformer: Interpretable COVID-19 Detection Using Vision Transformer for Healthcare
Bằng: Shome, Debaditya, et al.
Được phát hành: (2021)

COVID-Transformer: Interpretable COVID-19 Detection Using Vision Transformer for Healthcare
Bằng: Debaditya Shome, et al.
Được phát hành: (2021)

Liver disease in cystic fibrosis patients in a tertiary care center in Saudi Arabia
Bằng: Banjar, Hanaa, et al.
Được phát hành: (2022)

Treatment challenges associated with a superiorly located bulbar conjunctival mass—case report and review of the literature
Bằng: Helayel, Halah Bin, et al.
Được phát hành: (2022)

Towards robust diagnosis of COVID-19 using vision self-attention transformer
Bằng: Mehboob, Fozia, et al.
Được phát hành: (2022)

An optimal cascaded recurrent neural network for intelligent COVID-19 detection using Chest X-ray images
Bằng: Shankar, K., et al.
Được phát hành: (2021)

An optimal cascaded recurrent neural network for intelligent COVID-19 detection using Chest X-ray images
Bằng: K. Shankar, et al.
Được phát hành: (2021)

A comprehensive exploration of machine learning techniques for EEG-based anxiety detection
Bằng: Mashael Aldayel, et al.
Được phát hành: (2024)

Disease Progression Detection via Deep Sequence Learning of Successive Radiographic Scans
Bằng: Ahmad, Jamil, et al.
Được phát hành: (2022)

COVID‐DAI: A novel framework for COVID‐19 detection and infection growth estimation using computed tomography images
Bằng: Nazir, Tahira, et al.
Được phát hành: (2022)

Toward Realigning Automatic Speaker Verification in the Era of COVID-19
Bằng: Khan, Awais, et al.
Được phát hành: (2022)

Effect of public knowledge, attitudes, and behavior on willingness to undergo colorectal cancer screening using the health belief model
Bằng: Majid A. Almadi, et al.
Được phát hành: (2015)

Symmetry in Privacy-Based Healthcare: A Review of Skin Cancer Detection and Classification Using Federated Learning
Bằng: Muhammad Mateen Yaqoob, et al.
Được phát hành: (2023)

Asynchronous Federated Learning for Improved Cardiovascular Disease Prediction Using Artificial Intelligence
Bằng: Muhammad Amir Khan, et al.
Được phát hành: (2023)

Performance of Multidrug-Resistant Tuberculosis Surveillance in Yemen: Interview Study
Bằng: Abdulmughni, Jihan, et al.
Được phát hành: (2019)

Effect of Public Knowledge, Attitudes, and Behavior on Willingness to Undergo Colorectal Cancer Screening Using the Health Belief Model
Bằng: Almadi, Majid A., et al.
Được phát hành: (2015)

Letter in Reply: Comparing Nasopharyngeal Carcinoma in Oman and Malaysia
Bằng: Al-Azri, AbdulAziz
Được phát hành: (2015)

Clinicopathological concordance in the diagnosis of skin diseases: a retrospective analysis of 5000 histopathology reports
Bằng: Al-Saif, Fahad Mohammed, et al.
Được phát hành: (2019)

WEENet: An Intelligent System for Diagnosing COVID-19 and Lung Cancer in IoMT Environments
Bằng: Muhammad, Khan, et al.
Được phát hành: (2022)

A Model for Classification and Diagnosis of Skin Disease using Machine Learning and Image Processing Techniques
Bằng: Shaden Abdulaziz AlDera, et al.
Được phát hành: (2022)

Optimal feature selection for heart disease prediction using modified Artificial Bee colony (M-ABC) and K-nearest neighbors (KNN)
Bằng: Muhammad Amir Khan, et al.
Được phát hành: (2024)

Analysis of Complications for Epiretinal Membrane and Macular Hole Surgery Performed by Vitreoretinal Fellows and Consultants
Bằng: Aljohani, Saud, et al.
Được phát hành: (2021)

Utility of serum ferritin and soluble interleukin-2 receptor as markers of disease activity in childhood systemic lupus erythematosus
Bằng: Almutairi, Nora, et al.
Được phát hành: (2020)

Endoscopic endonasal repair of a temporal lobe meningoencephalocele in the pterygoid fossa: A case report and literature review
Bằng: Alokby, Ghassan, et al.
Được phát hành: (2021)

Peri-Implant bone response around porous-surface dental implants: A preclinical meta-analysis
Bằng: Ahmed, Abeer, et al.
Được phát hành: (2021)