ECG monitoring systems: Review, architecture, processes, and key challenges

MA Serhani, H T. El Kassabi, H Ismail, A Nujum Navaz - Sensors, 2020 - mdpi.com
Health monitoring and its related technologies is an attractive research area. The
electrocardiogram (ECG) has always been a popular measurement scheme to assess and …

An overview on state-of-the-art electrocardiogram signal processing methods: Traditional to AI-based approaches

VA Ardeti, VR Kolluru, GT Varghese… - Expert Systems with …, 2023 - Elsevier
Over the last decade, cardiovascular diseases (CVD's) are the leading cause of death
globally. Early prediction of CVD's can help in reducing the complications of high-risk …

A survey on the state-of-the-art machine learning models in the context of NLP

W Khan, A Daud, JA Nasir, T Amjad - Kuwait journal of Science, 2016 - journalskuwait.org
KJS inside pages October 2016.indd Page 1 Kuwait J. Sci. 43 (4) pp. 95-113, 2016 A survey on
the state-of-the-art machine learning models in the context of NLP Wahab Khan1,*, Ali Daud2,1 …

Missing Value Estimation Methods Research for Arrhythmia Classification Using the Modified Kernel Difference‐Weighted KNN Algorithms

F Yang, J Du, J Lang, W Lu, L Liu… - BioMed research …, 2020 - Wiley Online Library
Electrocardiogram (ECG) signal is critical to the classification of cardiac arrhythmia using
some machine learning methods. In practice, the ECG datasets are usually with multiple …

A decision support system for multi-target disease diagnosis: A bioinformatics approach

FE Ayo, JB Awotunde, RO Ogundokun, SO Folorunso… - Heliyon, 2020 - cell.com
Malaria and typhoid fever are revered for their ability to individually or jointly cause high
mortality rate. Both malaria and typhoid fever have similar symptoms and are famous for …

Early stage chronic kidney disease diagnosis by applying data mining methods to urinalysis, blood analysis and disease history

SB Akben - Irbm, 2018 - Elsevier
Background Chronic kidney disease (CKD) is a disorder associated with breakdown of
kidney structure and function. CKD can be diagnosed in its early stage only by experienced …

Severe acne skin disease: A fuzzy-based method for diagnosis

FE Ayo, RO Ogundokun, JB Awotunde… - … Science and Its …, 2020 - Springer
Dermis ailments are disorders that hurt or damage the dermis that has an enormous impact
on the everyday life of a person. People's tight schedule has significantly impacted their …

Particle swarm optimization assisted support vector machine based diagnostic system for dengue prediction at the early stage

KD Singh - 2021 3rd International Conference on Advances in …, 2021 - ieeexplore.ieee.org
Nowadays, Surgeons, nurses, radiologists, pharmaceutical specialists, and other health
professionals are increasingly relying on artificial intelligence. Dengue fever is the most …

The student-self oriented learning model as an effective paradigm for education in knowledge society

VA Fomichov, OS Fomichova - Informatica, 2019 - informatica.si
Proceeding from broadly accepted role of emotional intelligence (EI) in professional and
personal life, the paper suggests a new learning model (LM) called Student-Self Oriented …

A shallow domain knowledge injection (sdk-injection) method for improving cnn-based ecg pattern classification

S Oh, M Lee - Applied sciences, 2022 - mdpi.com
Featured Application The proposed method can improve the accuracy of an existing
parameter-optimized CNN for ECG pattern classification. Especially, by applying the …