An accurate sleep stages classification system using a new class of optimally time-frequency localized three-band wavelet filter bank

M Sharma, D Goyal, PV Achuth, UR Acharya - Computers in biology and …, 2018 - Elsevier
Sleep related disorder causes diminished quality of lives in human beings. Sleep scoring or
sleep staging is the process of classifying various sleep stages which helps to detect the …

MMSFL-OWFB: A novel class of orthogonal wavelet filters for epileptic seizure detection

M Sharma, AA Bhurane, UR Acharya - Knowledge-Based Systems, 2018 - Elsevier
The optimal filters with minimal bandwidth are highly desirable in many applications such as
communication and biomedical signal processing. In this study, we design optimally …

A new method to identify coronary artery disease with ECG signals and time-Frequency concentrated antisymmetric biorthogonal wavelet filter bank

M Sharma, UR Acharya - Pattern Recognition Letters, 2019 - Elsevier
The extreme deposition of plaque in the inner walls of arteries causes coronary artery
disease (CAD). It can be detected by the morphological changes in the electrocardiogram …

Automated detection of severity of hypertension ECG signals using an optimal bi-orthogonal wavelet filter bank

JS Rajput, M Sharma, R San Tan… - Computers in Biology and …, 2020 - Elsevier
Hypertension (HPT) is a serious risk factor for cardiovascular disease and if not controlled in
the early stage, can lead to serious complications. Long-standing HPT can induce heart …

[HTML][HTML] Automated heartbeat classification and detection of arrhythmia using optimal orthogonal wavelet filters

M Sharma, RS Tan, UR Acharya - Informatics in Medicine Unlocked, 2019 - Elsevier
Electrocardiogram (ECG) is commonly used to analyze heartbeats. Arrhythmia is a
disturbance of the heartbeat that can potentially be lethal. Arrhythmia can be detected by …

Significant low-dimensional spectral-temporal features for seizure detection

X Yan, D Yang, Z Lin, B Vucetic - IEEE Transactions on Neural …, 2022 - ieeexplore.ieee.org
Absence seizure as a generalized onset seizure, simultaneously spreading seizure to both
sides of the brain, involves around ten-second sudden lapses of consciousness. It common …

An efficient detection of congestive heart failure using frequency localized filter banks for the diagnosis with ECG signals

AA Bhurane, M Sharma, R San-Tan… - Cognitive Systems …, 2019 - Elsevier
Congestive heart failure (CHF) refers to the condition in which the heart is unable to
maintain the required blood flow under normal heart pressure. CHF is one of the major …

Automated detection of shockable and non-shockable arrhythmia using novel wavelet-based ECG features

M Sharma, S Singh, A Kumar, R San Tan… - Computers in biology …, 2019 - Elsevier
Malignant arrhythmia can lead to sudden cardiac death (SCD). Shockable arrhythmia can
be terminated with device electrical shock therapies. Ventricular-tachycardia (VT) and …

Hypertension diagnosis index for discrimination of high-risk hypertension ECG signals using optimal orthogonal wavelet filter bank

JS Rajput, M Sharma, UR Acharya - International journal of …, 2019 - mdpi.com
Hypertension (HT) is an extreme increment in blood pressure that can prompt a stroke,
kidney disease, and heart attack. HT does not show any symptoms at the early stage, but …

Expert system for detection of congestive heart failure using optimal wavelet and heart rate variability signals for wireless cloud‐based environment

M Sharma, S Patel, UR Acharya - Expert Systems, 2023 - Wiley Online Library
Congestive heart failure (CHF) is a cardiac disorder caused due to inefficient pum** of the
heart, which leads to insufficient blood flow to the various parts of the body. The …