AI-based smart prediction of clinical disease using random forest classifier and Naive Bayes

V Jackins, S Vimal, M Kaliappan, MY Lee - The Journal of …, 2021 - Springer
Healthcare practices include collecting all kinds of patient data which would help the doctor
correctly diagnose the health condition of the patient. These data could be simple symptoms …

A measurement approach using smart-IoT based architecture for detecting the COVID-19

M Poongodi, TN Nguyen, M Hamdi, K Cengiz - Neural Processing Letters, 2021 - Springer
The corona virus has infected the entire world in the most severe ways. Many countries
found the situation is very difficult to deal with and their health support infrastructure is not …

Nonlinear neural network based forecasting model for predicting COVID-19 cases

S Namasudra, S Dhamodharavadhani… - Neural processing …, 2023 - Springer
The recent COVID-19 outbreak has severely affected people around the world. There is a
need of an efficient decision making tool to improve awareness about the spread of COVID …

Computer-aided diagnosis systems: a comparative study of classical machine learning versus deep learning-based approaches

R Guetari, H Ayari, H Sakly - Knowledge and Information Systems, 2023 - Springer
The diagnostic phase of the treatment process is essential for patient guidance and follow-
up. The accuracy and effectiveness of this phase can determine the life or death of a patient …

R-CNN and wavelet feature extraction for hand gesture recognition with EMG signals

V Shanmuganathan, HR Yesudhas, MS Khan… - Neural Computing and …, 2020 - Springer
This paper demonstrates the implementation of R-CNN in terms of electromyography-related
signals to recognize hand gestures. The signal acquisition is implemented using electrodes …

Effective voting ensemble of homogenous ensembling with multiple attribute-selection approaches for improved identification of thyroid disorder

T Akhtar, SO Gilani, Z Mushtaq, S Arif, M Jamil, Y Ayaz… - Electronics, 2021 - mdpi.com
Thyroid disease is characterized by abnormal development of glandular tissue on the
periphery of the thyroid gland. Thyroid disease occurs when this gland produces an …

Blockchain enabled data security in vehicular networks

N Sehar, O Khalid, IA Khan, F Rehman, MAB Fayyaz… - Scientific Reports, 2023 - nature.com
Recently, researchers have applied blockchain technology in vehicular networks to take
benefit of its security features, such as confidentiality, authenticity, immutability, integrity, and …

Internet of Things (IoT)-based wireless health: Enabling technologies and applications

SMR Islam, J Lloret, YB Zikria - Electronics, 2021 - mdpi.com
Wireless health is transforming health care by integrating wireless technologies into
conventional medicine, including the diagnosis, monitoring, and treatment of illness. The list …

[PDF][PDF] AI based forecasting of influenza patterns from twitter information using random forest algorithm

V Shanmuganathan, HR Yesudhas… - Hum. Cent. Comput …, 2021 - academia.edu
Nowadays, people are highly addicted to social media or any other social platform, and
there is no one without the Internet or Android mobile devices. Therefore, social media is …

Leveraging deep learning for designing healthcare analytics heuristic for diagnostics

S Shafqat, M Fayyaz, HA Khattak, M Bilal, S Khan… - Neural processing …, 2023 - Springer
Healthcare Informatics is a phenomenon being talked about from the early 21st century in
the era in which we are living. With evolution of new computing technologies huge amount …