HyOPTXGBoost and HyOPTRF: Hybridized Intelligent Systems using Optuna Optimization Framework for Heart Disease Prediction with Clinical Interpretations-Reference-Cited by-同舟云学术

HyOPTXGBoost and HyOPTRF: Hybridized Intelligent Systems using Optuna Optimization Framework for Heart Disease Prediction with Clinical Interpretations

Published:2024-02-10 Issue:29 Volume:83 Page:72889-72937
ISSN:1573-7721
Container-title:Multimedia Tools and Applications
language:en
Short-container-title:Multimed Tools Appl

Author:

Dhanka Sanjay^ORCID,Maini Surita

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1007/s11042-024-18312-x.pdf

Reference52 articles.

1. Mirbabaie M, Stieglitz S, Frick NRJ (2021) Artificial intelligence in disease diagnostics: a critical review and classification on the current state of research guiding future direction. Health Technol (Berl) 11(4):693–731. https://doi.org/10.1007/s12553-021-00555-5

2. Farzin A, Hassan S, Emadi R, Etesami SA, Ai J (2019) Comparative evaluation of magnetic hyperthermia performance and biocompatibility of magnetite and novel Fe-doped hardystonite nanoparticles for potential bone cancer therapy. Mater Sci Eng C 98(August 2018):930–938. https://doi.org/10.1016/j.msec.2019.01.038

3. Long NC, Meesad P, Unger H (2015) A highly accurate firefly based algorithm for heart disease prediction. Expert Syst Appl 42(21):8221–8231. https://doi.org/10.1016/j.eswa.2015.06.024

4. Havaei M et al (2017) Brain tumor segmentation with deep neural networks. Med Image Anal 35:18–31. https://doi.org/10.1016/j.media.2016.05.004

5. Ali F et al (2020) A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion. Inf Fusion 63(April):208–222. https://doi.org/10.1016/j.inffus.2020.06.008

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A comprehensive machine learning framework with particle swarm optimization for improved polycystic ovary syndrome (PCOS) diagnosis;Engineering Research Express;2024-09-01

2. CSA-DE-LR: enhancing cardiovascular disease diagnosis with a novel hybrid machine learning approach;PeerJ Computer Science;2024-07-18