Scalogram-Based Gait Abnormalities Classification Using Deep Convolutional Networks for Neurological and Non-Neurological Disorders

PCBS Negi, SS Pandey, S Sharma… - Journal of Medical and …, 2024 - Springer
Purpose In the present day, there is a steep increase in cases of neurological and non-
neurological diseases that may affect a person's normal gait. This study proposes a …

[PDF][PDF] SEMG signals identification using DT And LR classifier by wavelet-based features

Y Narayan, M Kumari, R Rajan - Int J Electr Electron Res, 2022 - researchgate.net
░ ABSTRACT-In the recent era of technology, biomedical signals have been attracted lots of
attention regarding the development of rehabilitation robotic technology. The surface …

EMG scalogram-based classification of gait disorders using attention-based CNN: a comparative study of wavelet functions

P CBS, Negi, Balendra, SS Pandey… - … Journal of Biomedical …, 2024 - inderscienceonline.com
This study aims to classify gait abnormalities caused by rheumatoid arthritis and prolapsed
intervertebral disc using scalograms from the EMG signals. Classifying EMG signals is …

[PDF][PDF] Rectifier Acoustical Cardiac Activity Detection Analysis of ECG Signal

KVS Krishna, P Manohar, N Radha… - … Journal of Electrical …, 2022 - ijeer.forexjournal.co.in
░ ABSTRACT-Skilled cardiologists follow a series of steps to recognize the heartbeats of a
patient. But it is a very difficult task to tune to particular frequencies for a doctor. So, in this …

Classification of Gait Abnormalities Using Transfer Learning with EMG Scalogram Features

PCBS Negi, SS Pandey, S Sharma… - … Conference on ICT for …, 2023 - Springer
Gait abnormalities can significantly impact the mobility and quality of life of individuals, thus
making its early diagnosis crucial for proper treatment planning and rehabilitation. In this …

[PDF][PDF] Machine Learning Technique for Predicting Location

M Arora, S Agrawal, R Patel - ijeer.forexjournal.co.in
░ ABSTRACT-In the current era of internet and mobile phone usage, the prediction of a
person's location at a specific moment has become a subject of great interest among …