The significance of machine learning in clinical disease diagnosis: A review

SM Rahman, S Ibtisum, E Bazgir, T Barai - arXiv preprint arXiv:2310.16978, 2023 - arxiv.org
The global need for effective disease diagnosis remains substantial, given the complexities
of various disease mechanisms and diverse patient symptoms. To tackle these challenges …

Progression and challenges of IoT in healthcare: A short review

SM Rahman, S Ibtisum, P Podder… - arXiv preprint arXiv …, 2023 - arxiv.org
Smart healthcare, an integral element of connected living, plays a pivotal role in fulfilling a
fundamental human need. The burgeoning field of smart healthcare is poised to generate …

Security aspects in IoT based cloud computing

E Bazgir, E Haque, NB Sharif, MF Ahmed - World Journal of Advanced …, 2023 - wjarr.com
Cloud computing offers a flexible framework in which data and resources are spread across
different locations and can be accessed from various industrial environments. This …

Heart Disease Prediction using SVM

R Hoque, M Billah, A Debnath, SMS Hossain… - International Journal of …, 2024 - ijsra.net
Diagnosing and predicting the outcome of cardiovascular disease are essential tasks in
medicine that help ensure patients receive accurate classification and treatment from …

[HTML][HTML] A review of Explainable Artificial Intelligence in healthcare

Z Sadeghi, R Alizadehsani, MA CIFCI, S Kausar… - Computers and …, 2024 - Elsevier
Abstract Explainable Artificial Intelligence (XAI) encompasses the strategies and
methodologies used in constructing AI systems that enable end-users to comprehend and …

Empowering blockchain with SmartNIC: Enhancing performance, security, and scalability

R Hoque, M Maniruzzaman, DL Michael… - World Journal of …, 2024 - wjarr.com
This paper introduces BlockNIC, an innovative blockchain infrastructure designed to operate
exclusively on SmartNICs. Unlike traditional blockchain implementations, BlockNIC …

Navigating the Ethical Landscape: Implementing Machine Learning in Smart Healthcare Informatics

AK Sharma, R Sharma - Indian Journal of Community Health, 2024 - iapsmupuk.org
Abstract The integration of Machine Learning (ML) into healthcare informatics holds
immense promise, revolutionizing patient care and treatment strategies. However, as this …

Guest Editorial XAI Based Biomedical Big Data Privacy and Security

J Yang, H Song, MK Khan - IEEE Journal of Biomedical and …, 2024 - ieeexplore.ieee.org
As artificial intelligence, the Internet of Things, and information and communication
technologies continue to advance, smart healthcare systems are increasingly becoming a …

Explainable AI-Powered IoT Systems for Predictive and Preventive Healthcare-A Framework for Personalized Health Management and Wellness Optimization.

UT Kumbhar, R Phursule, VC Patil… - Journal of Electrical …, 2023 - search.ebscohost.com
With the growing integration of Internet of Things (IoT) technologies and Artificial Intelligence
(AI) in healthcare, it is c rucial to prioritize transparency and interpretability in the decision …

Amalgamation of Transfer Learning and Explainable AI for Internet of Medical Things

R Murugan, M Paliwal… - Recent Advances in …, 2024 - ingentaconnect.com
The Internet of Medical Things (IoMT), a growing field, involves the interconnection of
medical devices and data sources. It connects smart devices with data and optimizes patient …