Search Results - Healthcare machine-learning algorithms

Machine learning algorithms for healthcare

Authors: null Machine learning algorithms for healthcare

Source: World Journal of Advanced Research and Reviews. 25:1139-1143

EVALUATING THE APPLICATION OF MACHINE LEARNING ALGORITHMS IN PREDICTING DISEASE OUTCOMES AND ENHANCING DIAGNOSTIC ACCURACY IN HEALTHCARE SYSTEMS

Authors: Amjad Shakeel null Munib Sultan null Syed Hassan Idrees et al.

Source: Insights-Journal of Life and Social Sciences. 3:50-57

Assessing the Role of Machine Learning Algorithms in Enhancing Malaria Diagnosis Accuracy in Primary Healthcare Facilities in Sub-Saharan Africa

Authors: Nakalya Twamina T.

Source: Research Output Journal of Engineering and Scientific Research. 4:50-54

ANILA: Adaptive Neuro-Inspired Learning Algorithm for Efficient Machine Learning, AI Optimization, and Healthcare Enhancement

Authors: Ismael Khaleel Wijdan Noaman Marzoog Ghada Al-Kateb

Source: Mesopotamian Journal of Computer Science. 2025:159-171

Indoor navigation app of healthcare facilities using machine learning algorithms

Authors: Maysa Alsaaideh Omar Al-Bayari Bayan Alsaaidah

Source: Applied Geomatics. 17:771-789

Improved security for IoT-based remote healthcare systems using deep learning with jellyfish search optimization algorithm

Authors: Faris Kateb Mahmoud Ragab Felwa Abukhodair et al.

Source: Sci Rep
Scientific Reports, Vol 15, Iss 1, Pp 1-25 (2025)

Subject Terms: Internet of things, Science, Healthcare, Internet of Things, Deep learning, Article, Telemedicine, Deep Learning, Medicine, Humans, Neural Networks, Computer, Human-centered systems, Delivery of Health Care, Jellyfish search optimizer, Bacterial foraging optimization algorithm, Algorithms, Computer Security, Monitoring, Physiologic

Access URL: https://pubmed.ncbi.nlm.nih.gov/40246970
https://doaj.org/article/b8e4e9e49fb5470e926a995b069fc632

Smart Healthcare: Enhancement of Patient Outcomes By Iot-Enabled Wearable Devices and Machine Learning Algorithms

Authors: K B Glory Adimalla Rama Rao Bathula Prasanna Kumar et al.

Source: Journal of Neonatal Surgery. 14:623-631

Advanced Investigation of Healthcare Fraud Detection Utilizing Machine Learning Algorithms

Authors: Saeed H. A. Naeem N. Alyona A. E.

Source: International Journal of Innovative Science and Research Technology. :2594-2597

Quantum algorithms and complexity in healthcare applications: a systematic review with machine learning-optimized analysis

Authors: Agostino Marengo Vito Santamato

Source: Frontiers in Computer Science, Vol 7 (2025)

Subject Terms: computational complexity, Particle Swarm Optimization, Electronic computers. Computer science, quantum machine learning, QA75.5-76.95, quantum algorithms, healthcare data security

Access URL: https://doaj.org/article/d56baa2caf6f4738bba7fca363334064

Healthcare Prediction Using Novel Machine Learning Methods and Metaheuristic Algorithm

Authors: Yazdan Ashgevari Behrouz Alefy Faranak Kazemi

Source: Advances in Engineering and Intelligence Systems, Vol 004, Iss 02, Pp 48-66 (2025)

Subject Terms: QA76.75-76.765, machine learning, Mining engineering. Metallurgy, support vector classification, TN1-997, healthcare, smell agent optimization, extra tree classification, Computer software, crocodile optimization algorithm

Access URL: https://doaj.org/article/eeed5f0e19234fbcb6a941200a856c2d

Targeting Machine Learning and Artificial Intelligence Algorithms in Health Care to Reduce Bias and Improve Population Health

Authors: THELMA C. HURD FAY COBB PAYTON DARRYL B. HOOD

Source: The Milbank Quarterly. 102:577-604

Subject Terms: Machine Learning, 0301 basic medicine, 0303 health sciences, 03 medical and health sciences, Population Health, Bias, Artificial Intelligence, Humans, Delivery of Health Care, United States, Algorithms, 3. Good health

Access URL: https://pubmed.ncbi.nlm.nih.gov/39116187

From Data to Diagnosis: How Algorithm Selection Drives Machine Learning Success in Healthcare

Authors: Dimple Valayil Paul Kevin Jimmy

Source: 2025 International Conference on Emerging Technologies in Computing and Communication (ETCC). :1-6

An Explainable AI-Driven Deep Learning Algorithm for Heart Disease Detection in Healthcare

Authors: Aaron Singh Bosco Paul Alapatt Jossy P George

Source: 2025 6th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV). :471-477

Role of deep learning in cognitive healthcare: Wearable signal analysis, algorithms, benefits, and challenges

Authors: Md. Sakib Bin Alam Aiman Lameesa Senzuti Sharmin et al.

Source: Digital Communications and Networks. 11:642-670

Overview of machine learning algorithms application in Kazakhstan healthcare sector: analysis of existing solutions and their effectiveness

Authors: Pavel Tsoy Alua Myrzakerimova

Source: 2025 IEEE 5th International Conference on Smart Information Systems and Technologies (SIST). :1-7

Comparative Analysis of Machine Learning Algorithms for Enhancing Stroke Prediction in Healthcare Database

Authors: Samik Basu Shubhangini Dey Prapti Ganguly et al.

Source: 2025 Devices for Integrated Circuit (DevIC). :686-691

Optimization Algorithms for Machine Learning Model Enhancement in Healthcare

Authors: V. Thanammal Indu M. Elumalai L. A. Anto Gracious et al.

Source: Advances in Computational Intelligence and Robotics ISBN: 9798337351377

The Multicollinearity Effect on the Performance of Machine Learning Algorithms: Case Examples in Healthcare Modelling

Authors: Hasan Yıldırım

Source: Volume: 12, Issue: 368-80
Academic Platform Journal of Engineering and Smart Systems

Subject Terms: Makine Öğrenme (Diğer), Machine Learning Algorithms, Denetimli Öğrenme, machine learning, multicollinearity, feature selection, artificial intelligence, collinearity, Supervised Learning, Makine Öğrenmesi Algoritmaları, Machine Learning (Other)

File Description: application/pdf

Access URL: https://dergipark.org.tr/tr/pub/apjess/issue/87354/1371070

Comparative Analysis of Machine Learning Algorithms in Enhancing Healthcare Outcomes

Authors: ALI, Loubna Gun, Turan Can Alhasan, Waseem

Source: European Modern Studies Journal; Vol. 8 No. 3 (2024); 606-618
Европейский журнал современных исследований; Том 8 № 3 (2024); 606-618
Європейський журнал сучасних досліджень; Том 8 № 3 (2024); 606-618

Subject Terms: 0301 basic medicine, 0303 health sciences, 03 medical and health sciences, Treatment Personalization, Data Analytics, Predictive Analytics, Disease Diagnosis, Machine Learning in Healthcare, 3. Good health

File Description: application/pdf

Access URL: https://journal-ems.com/index.php/emsj/article/view/1168

A Comparative Study of Machine Learning Algorithms for Predictive Healthcare: Applications in Diabetes Management and Breast Cancer Detection

Authors: Dr Dinesh Mehta

Source: Saudi Journal of Medicine. 10:59-67