Machine Learning-Based Heart Disease Diagnosis: A Systematic Literature
Review

Machine Learning-Based Heart Disease Diagnosis: A Systematic Literature Review

13 December 2021

Zahed Siddique

Papers citing "Machine Learning-Based Heart Disease Diagnosis: A Systematic Literature Review"

15 / 15 papers shown

Title
Multi-class Item Mining under Local Differential Privacy Yulian Mao Qingqing Ye Rong Du Qi Wang Kai Huang Haibo Hu 22 0 0 18 Apr 2025
Integrating Probabilistic Trees and Causal Networks for Clinical and Epidemiological Data Sheresh Zahoor Pietro Liò G. Dias Mohammed Hasanuzzaman 46 0 0 28 Jan 2025
Stronger Baseline Models -- A Key Requirement for Aligning Machine Learning Research with Clinical Utility Nathan Wolfrath Joel Wolfrath Hengrui Hu Anjishnu Banerjee Anai N. Kothari ELM 26 1 0 18 Sep 2024
Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based Interpretability Mario Padilla Rodriguez Mohamed Nafea FedML 36 0 0 12 Aug 2024
Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions -- A Systematic Review Md. Shahin Ali M. Ahsan Lamia Tasnim Sadia Afrin Koushik Biswas Maruf Md. Sajjad Hossain Md Mahfuz Ahmed Ronok Hashan Md. Khairul Islam Shivakumar Raman 43 5 0 22 May 2024
Review of multimodal machine learning approaches in healthcare "Felix H. Krones Umar Marikkar Guy Parsons Adam Szmul Adam Mahdi 40 28 0 04 Feb 2024
The Significance of Machine Learning in Clinical Disease Diagnosis: A Review S. M. A. Rahman Sifat Ibtisum Ehsan Bazgir Tumpa Barai LM&MA 18 19 0 25 Oct 2023
Meta-learning in healthcare: A survey Alireza Rafiei Ronald Moore S. Jahromi F. Hajati Rishikesan Kamaleswaran 30 8 0 05 Aug 2023
Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework Jannatul Nayem Sayed Sahriar Hasan Noshin Amina Bristy Das Md. Shahin Ali M. Ahsan S. Raman 25 10 0 08 May 2023
A $k$ -additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning G. D. Pelegrina L. Duarte M. Grabisch FAtt TDI 40 27 0 03 Nov 2022
Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights M. Ahsan Tareque Abu Abdullah Md. Shahin Ali Fatema Jahora Md. Khairul Islam Amin G. Alhashim Kishor Datta Gupta 35 9 0 01 Nov 2022
Image Data collection and implementation of deep learning-based model in detecting Monkeypox disease using modified VGG16 M. Ahsan Muhammad Ramiz Uddin Mithila Farjana A. Sakib Khondhaker Al Momin Shahana Akter Luna 17 110 0 04 Jun 2022
Machine Learning-Based Disease Diagnosis:A Bibliometric Analysis M. Ahsan Zahed Siddique 34 4 0 08 Jan 2022
Machine learning based disease diagnosis: A comprehensive review M. Ahsan Zahed Siddique 22 309 0 31 Dec 2021
Driver Drowsiness Detection Using Ensemble Convolutional Neural Networks on YawDD Rais Mohammad Salman Mahbubur Rashid Rupal Roy M. Ahsan Zahed Siddique 14 11 0 20 Dec 2021