Hand gesture recognition with deep residual network using Semg signal
CONCLUSIONS: The hand gesture recognition using the proposed model is accurate and improves the effectiveness of the recognition.PMID:38456275 | DOI:10.1515/bmt-2023-0208 (Source: Biomedizinische Technik/Biomedical Engineering)
Source: Biomedizinische Technik/Biomedical Engineering - March 8, 2024 Category: Biomedical Engineering Authors: Abid Saeed Khattak Azlan Bin Mohd Zain Rohayanti Binti Hassan Fakhra Nazar Muhammad Haris Bilal Ashfaq Ahmed Source Type: research

Structural EEG signal analysis for sleep apnea classification
CONCLUSIONS: It was concluded that not only applying different PSD methods, but also EEG signals from different brain regions provided different statistical results in terms of apnea transition states as obtained from KNN classification.PMID:38452359 | DOI:10.1515/bmt-2024-0060 (Source: Biomedizinische Technik/Biomedical Engineering)
Source: Biomedizinische Technik/Biomedical Engineering - March 7, 2024 Category: Biomedical Engineering Authors: Onur Kocak Cansel Ficici Hikmet Firat Ziya Telatar Source Type: research

A new approach for heart disease detection using Motif transform-based CWT's time-frequency images with DenseNet deep transfer learning methods
CONCLUSIONS: The combined approach of MT + CWT + DenseNET yielded an impressive success rate of 99.31 %.PMID:38425179 | DOI:10.1515/bmt-2023-0580 (Source: Biomedizinische Technik/Biomedical Engineering)
Source: Biomedizinische Technik/Biomedical Engineering - March 1, 2024 Category: Biomedical Engineering Authors: Hazret Tekin Y ılmaz Kaya Source Type: research

Self-supervised context-aware correlation filter for robust landmark tracking in liver ultrasound sequences
CONCLUSIONS: Extensive experiments validate the effectiveness of our proposed approach, establishing it as one of the top-performing techniques on the CLUST2015 online leaderboard at the time of this submission.PMID:38353097 | DOI:10.1515/bmt-2022-0489 (Source: Biomedizinische Technik/Biomedical Engineering)
Source: Biomedizinische Technik/Biomedical Engineering - February 14, 2024 Category: Biomedical Engineering Authors: Lin Ma Junjie Wang Shu Gong Libin Lan Li Geng Siping Wang Xin Feng Source Type: research

Effects of a full-body electrostimulation garment application in a cohort of subjects with cerebral palsy, multiple sclerosis, and stroke on upper motor neuron syndrome symptoms
CONCLUSIONS: Multi-site transcutaneous electrical stimulation may increase ambulation related skills in subjects with SMD stemming from CP, MS and stroke. The results indicate effects on static and dynamic balance, fall risk, mobility, upper extremity improvement and an overall increase in health utility and a reduction in spasticity related pain. Effects are immediate as well as sustained. These results may inspire individual trial fittings and inform further controlled trials.PMID:38354212 | DOI:10.1515/bmt-2023-0271 (Source: Biomedizinische Technik/Biomedical Engineering)
Source: Biomedizinische Technik/Biomedical Engineering - February 14, 2024 Category: Biomedical Engineering Authors: Andreas Hahn Susan Moeller Arne Schlausch Matilda Ekmann Gautier de Chelle Marie Westerlund Frank Braatz Winfried Mayr Source Type: research

Self-supervised context-aware correlation filter for robust landmark tracking in liver ultrasound sequences
CONCLUSIONS: Extensive experiments validate the effectiveness of our proposed approach, establishing it as one of the top-performing techniques on the CLUST2015 online leaderboard at the time of this submission.PMID:38353097 | DOI:10.1515/bmt-2022-0489 (Source: Biomedizinische Technik/Biomedical Engineering)
Source: Biomedizinische Technik/Biomedical Engineering - February 14, 2024 Category: Biomedical Engineering Authors: Lin Ma Junjie Wang Shu Gong Libin Lan Li Geng Siping Wang Xin Feng Source Type: research

Effects of a full-body electrostimulation garment application in a cohort of subjects with cerebral palsy, multiple sclerosis, and stroke on upper motor neuron syndrome symptoms
CONCLUSIONS: Multi-site transcutaneous electrical stimulation may increase ambulation related skills in subjects with SMD stemming from CP, MS and stroke. The results indicate effects on static and dynamic balance, fall risk, mobility, upper extremity improvement and an overall increase in health utility and a reduction in spasticity related pain. Effects are immediate as well as sustained. These results may inspire individual trial fittings and inform further controlled trials.PMID:38354212 | DOI:10.1515/bmt-2023-0271 (Source: Biomedizinische Technik/Biomedical Engineering)
Source: Biomedizinische Technik/Biomedical Engineering - February 14, 2024 Category: Biomedical Engineering Authors: Andreas Hahn Susan Moeller Arne Schlausch Matilda Ekmann Gautier de Chelle Marie Westerlund Frank Braatz Winfried Mayr Source Type: research