A Classification based approach for early stage Prediction and Multi-dimensional analysis of Alzheimer’s Disease DOI

Sannith Reddy Anumandla,

Shivani Cherupally,

Alluri Supriya Reddy

и другие.

Опубликована: Авг. 8, 2024

Язык: Английский

Effective detection of Alzheimer's disease by optimizing fuzzy K-nearest neighbors based on salp swarm algorithm DOI
Dongwan Lu, Yinggao Yue,

Zhongyi Hu

и другие.

Computers in Biology and Medicine, Год журнала: 2023, Номер 159, С. 106930 - 106930

Опубликована: Апрель 14, 2023

Язык: Английский

Процитировано

35
Automated prediction system for Alzheimer detection based on deep residual autoencoder and support vector machine DOI

M. Menagadevi,

S. Mangai,

Nirmala Madian

и другие.

Optik, Год журнала: 2022, Номер 272, С. 170212 - 170212

Опубликована: Ноя. 9, 2022

Язык: Английский

Процитировано

37
Enhanced Harris hawks optimization-based fuzzy k-nearest neighbor algorithm for diagnosis of Alzheimer's disease DOI
Qian Zhang, Jinhua Sheng, Qiao Zhang

и другие.

Computers in Biology and Medicine, Год журнала: 2023, Номер 165, С. 107392 - 107392

Опубликована: Авг. 30, 2023

Язык: Английский

Процитировано

14
Determination of Covid-19 Disease Using Hybrid CNN Based Classification Using Deep Learning Applications DOI
Vijaya Kumar Koppula, Siva Skandha Sanagala,

K. L. S. Soujanya

и другие.

Cognitive science and technology, Год журнала: 2025, Номер unknown, С. 325 - 334

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0
Echocardiographic cardiac views classification using whale optimization and weighted support vector machine DOI Open Access

Canqui Flores Bernabe,

Romel P. Melgarejo-Bolivar,

Alfredo Tumi-Figueroa

и другие.

Vessel Plus, Год журнала: 2024, Номер unknown

Опубликована: Июль 11, 2024

Aim: A significant medical diagnostic tool for monitoring cardiovascular health and function is 2D electrocardiograms. For computerized echocardiogram (echo) analysis, recognizing how this device performs essential. This paper primarily focuses on detecting the transducer's viewpoint in cardiac echo videos using spatiotemporal data. It distinguishes between different viewpoints by heart's rate throughout cycle of heartbeats. Computer-aided diagnosis (CAD) examination sizes are first steps toward classification imaging tests. Since clinical analysis frequently starts with automatic classification, current view can enhance detection Cardiac Vascular Disease (CVD). Methods: research article uses a Machine Learning (ML) algorithm called Integrated Metaheuristic Technique (IMT), which Whale Optimization Algorithm Weighted Support Vector (WOA-WSVM). Results: The parameters optimized assistance WOA, classified WSVM. WOA-WSVM classifies images effectively achieves an accuracy 98.4%. Conclusion: numerical states that technique outperforms existing state-of-the-art algorithms.

Язык: Английский

Процитировано

2
A Classification based approach for early stage Prediction and Multi-dimensional analysis of Alzheimer’s Disease DOI

Sannith Reddy Anumandla,

Shivani Cherupally,

Alluri Supriya Reddy

и другие.

Опубликована: Авг. 8, 2024

Язык: Английский

Процитировано

0