Computer aided diagnosis of obesity based on thermal imaging using various convolutional neural networks
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Snekhalatha U, Palani Thanaraj K., Sangamithirai K (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 30, 2020 Category: Biomedical Science Source Type: research

A novel dimensionality reduction approach for ECG signal via convolutional denoising autoencoder with LSTM
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Evangelin Dasan, Ithayarani Panneerselvam (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 30, 2020 Category: Biomedical Science Source Type: research

Design and analysis of improved high-speed adaptive filter architectures for ECG signal denoising
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Mahesh Chandra, Pankaj Goel, Ankita Anand, Asutosh Kar (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 30, 2020 Category: Biomedical Science Source Type: research

Robust corner detection with fractional calculus for magnetic resonance imaging
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Xiang Pan, Jing Zhu, Hongbin Yu, Lifang Chen, Yuan Liu, Lihua Li (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 30, 2020 Category: Biomedical Science Source Type: research

Optimization of microbubble side-scattering signal analysis for efficient cavitation dosimetry
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Martynas Maciulevicius, Kumar Anubhav Tiwari, Diana Navickaite, Sonam Chopra, Saulius Satkauskas, Renaldas Raisutis (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 30, 2020 Category: Biomedical Science Source Type: research

Computer aided diagnosis system using deep convolutional neural networks for ADHD subtypes
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Amirmasoud Ahmadi, Mehrdad Kashefi, Hassan Shahrokhi, Mohammad Ali Nazari (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 30, 2020 Category: Biomedical Science Source Type: research

A novel electroencephalography based approach for Alzheimer’s disease and mild cognitive impairment detection
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Burcu Oltu, Mehmet Feyzi Akşahin, Seda Kibaroğlu (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 30, 2020 Category: Biomedical Science Source Type: research

An EEG-based methodology for the estimation of functional brain connectivity networks: Application to the analysis of newborn EEG seizure
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Ali Kareem Abbas, Ghasem Azemi, Samin Ravanshadi, Amir Omidvarnia (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 30, 2020 Category: Biomedical Science Source Type: research

Influence of EMG-signal processing and experimental set-up on prediction of gait events by neural network
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Francesco Di Nardo, Christian Morbidoni, Alessandro Cucchiarelli, Sandro Fioretti (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 27, 2020 Category: Biomedical Science Source Type: research

Wavelet feature selection of audio and imagined/vocalized EEG signals for ANN based multimodal ASR system
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Mini P.P., Tessamma Thomas, R. Gopikakumari (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 27, 2020 Category: Biomedical Science Source Type: research

Towards accurate estimation of cuffless and continuous blood pressure using multi-order derivative and multivariate photoplethysmogram features
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Wan-Hua Lin, Fei Chen, Yanjuan Geng, Ning Ji, Peng Fang, Guanglin Li (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 19, 2020 Category: Biomedical Science Source Type: research

End-to-end sleep staging using convolutional neural network in raw single-channel EEG
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Fan Li, Rui Yan, Reza Mahini, Lai Wei, Zhiqiang Wang, Klaus Mathiak, Rong Liu, Fengyu Cong (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 18, 2020 Category: Biomedical Science Source Type: research

Parameter investigation of topological data analysis for EEG signals
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Fatih Altındiş, Bülent Yılmaz, Sergey Borisenok, Kutay İçöz (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 18, 2020 Category: Biomedical Science Source Type: research

Minimizing electrodes for effective brain computer interface
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): A. Franklin Alex Joseph, C. Govindaraju (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 16, 2020 Category: Biomedical Science Source Type: research

Nonlinear adaptive control of immune response of renal transplant recipients in the presence of uncertainties
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Fatemeh Heiran, Javad Khodaei-Mehr, Ramin Vatankhah, Mojtaba Sharifi (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 16, 2020 Category: Biomedical Science Source Type: research

Design and implementation of a robust noise removal system in ECG signals using dual-tree complex wavelet transform
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Navdeep Prashar, Meenakshi Sood, Shruti Jain (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 16, 2020 Category: Biomedical Science Source Type: research

EEG based dementia diagnosis using multi-class support vector machine with motor speed cognitive test
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Neelam Sharma, Maheshkumar H. Kolekar, Kamlesh Jha (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 15, 2020 Category: Biomedical Science Source Type: research

An Attention-based Bi-LSTM Method for Visual Object Classification via EEG
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Xiao Zheng, Wanzhong Chen (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 15, 2020 Category: Biomedical Science Source Type: research

Semantic segmentation of ECG waves using hybrid channel-mix convolutional and bidirectional LSTM
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Aboli N. Londhe, Mithilesh Atulkar (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 15, 2020 Category: Biomedical Science Source Type: research

EMG hand gesture classification using handcrafted and deep features
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Jose Manuel Fajardo, Orlando Gomez, Flavio Prieto (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 13, 2020 Category: Biomedical Science Source Type: research

A new transfer learning based approach to magnification dependent and independent classification of breast cancer in histopathological images
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Said Boumaraf, Xiabi Liu, Zhongshu Zheng, Xiaohong Ma, Chokri Ferkous (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 13, 2020 Category: Biomedical Science Source Type: research

Brain computer interface controlled automatic electric drive for neuro-aid system
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Gauri Shanker Gupta, Gunjan Bhavnesh Dave, Prabhat Ranjan Tripathi, Dusmanta Kumar Mohanta, Subhojit Ghosh, Rakesh Kumar Sinha (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 13, 2020 Category: Biomedical Science Source Type: research

Alert system design based on experimental findings from long-term unobtrusive monitoring in COPD
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): A.C. den Brinker, R. van Dinther, M.G. Crooks, S. Thackray-Nocera, A.H. Morice (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 13, 2020 Category: Biomedical Science Source Type: research

Robust heart sound segmentation based on spectral change detection and genetic algorithms
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Miguel A. Alonso-Arévalo, Alejandro Cruz-Gutiérrez, Roilhi F. Ibarra-Hernández, Eloísa García-Canseco, Roberto Conte-Galván (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 10, 2020 Category: Biomedical Science Source Type: research

Electrode–skin impedance imbalance measured in the frequency domain
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Benjamin C. Fortune, Christopher G. Pretty, Chris J. Cameron, Lachlan R. McKenzie, Logan T. Chatfield, Michael P. Hayes (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 10, 2020 Category: Biomedical Science Source Type: research

An automated snoring sound classification method based on local dual octal pattern and iterative hybrid feature selector
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Turker Tuncer, Erhan Akbal, Sengul Dogan (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 9, 2020 Category: Biomedical Science Source Type: research

Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Georgios Petmezas, Kostas Haris, Leandros Stefanopoulos, Vassilis Kilintzis, Andreas Tzavelis, John A Rogers, Aggelos K Katsaggelos, Nicos Maglaveras (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 9, 2020 Category: Biomedical Science Source Type: research

Recognizing single-trial motor imagery EEG based on interpretable clustering method
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Rongrong Fu, Weishuai Li, Junxiang Chen, Mengmeng Han (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 7, 2020 Category: Biomedical Science Source Type: research

Cross-wavelet assisted convolution neural network (AlexNet) approach for phonocardiogram signals classification
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Priyadarshiny Dhar, Saibal Dutta, Vivekananda Mukherjee (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 6, 2020 Category: Biomedical Science Source Type: research

A new approach for automatic detection of focal EEG signals using wavelet packet decomposition and quad binary pattern method
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): N.J. Sairamya, M.S.P. Subathra, Easter S. Suviseshamuthu, S. Thomas George (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 6, 2020 Category: Biomedical Science Source Type: research

Screening of cardiac disease based on integrated modeling of heart rate variability
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Shanen Chen, Lili Chen, Xi Zhang, Zhixian Yang (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 6, 2020 Category: Biomedical Science Source Type: research

Venous Pulse Wave Velocity variation in response to a simulated fluid challenge in healthy subjects
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Leonardo Ermini, Nadia Elvira Chiarello, Carlo De Benedictis, Carlo Ferraresi, Silvestro Roatta (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 6, 2020 Category: Biomedical Science Source Type: research

Prediction of cardiac arrhythmia using deterministic probabilistic finite-state automata
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Zhi Li, Harm Derksen, Jonathan Gryak, Cheng Jiang, Zijun Gao, Winston Zhang, Hamid Ghanbari, Pujitha Gunaratne, Kayvan Najarian (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 6, 2020 Category: Biomedical Science Source Type: research

Classifying sleep–wake stages through recurrent neural networks using pulse oximetry signals
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 6, 2020 Category: Biomedical Science Source Type: research

Ensemble of kernel extreme learning machine based random forest classifiers for automatic heartbeat classification
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Ping Yang, Dan Wang, Wen-Bing Zhao, Li-Hua Fu, Jin-Lian Du, Hang Su (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - September 3, 2020 Category: Biomedical Science Source Type: research

Towards effective classification of brain hemorrhagic and ischemic stroke using CNN
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Anjali Gautam, Balasubramanian Raman (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 31, 2020 Category: Biomedical Science Source Type: research

Energy efficient ECG classification with spiking neural network
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Zhanglu Yan, Jun Zhou, Weng-Fai Wong (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 29, 2020 Category: Biomedical Science Source Type: research

A novel PLI suppression method in ECG by notch filtering with a modulation-based detection and frequency estimation scheme
Publication date: September 2020Source: Biomedical Signal Processing and Control, Volume 62Author(s): Yi-Sheng Chen, Po-Yen Lin, Yue-Der Lin (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 27, 2020 Category: Biomedical Science Source Type: research

Classification of glaucoma using hybrid features with machine learning approaches
Publication date: September 2020Source: Biomedical Signal Processing and Control, Volume 62Author(s): Niharika Thakur, Mamta Juneja (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 27, 2020 Category: Biomedical Science Source Type: research

Automated diagnosis of breast cancer using parameter optimized kernel extreme learning machine
Publication date: September 2020Source: Biomedical Signal Processing and Control, Volume 62Author(s): Figlu Mohanty, Suvendu Rup, Bodhisattva Dash (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 26, 2020 Category: Biomedical Science Source Type: research

The performance impact of data augmentation in CSP-based motor-imagery systems for BCI applications
Publication date: September 2020Source: Biomedical Signal Processing and Control, Volume 62Author(s): Paulo Henrique Gubert, Márcio Holsbach Costa, Cleison Daniel Silva, Alexande Trofino-Neto (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 26, 2020 Category: Biomedical Science Source Type: research

Imaging of auto-oscillating vocal folds replicas with left–right level difference due to angular asymmetry
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Anne Bouvet, Isao Tokuda, Xavier Pelorson, Annemie Van Hirtum (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 26, 2020 Category: Biomedical Science Source Type: research

Removal of EOG artifacts and separation of different cerebral activity components from single channel EEG—An efficient approach combining SSA–ICA with wavelet thresholding for BCI applications
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Sayedu Khasim Noorbasha, Gnanou Florence Sudha (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 26, 2020 Category: Biomedical Science Source Type: research

A model to assess dengue using type 2 fuzzy inference system
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Sayani Adak, Soovoojeet Jana (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 26, 2020 Category: Biomedical Science Source Type: research

Force myography controlled multifunctional hand prosthesis for upper-limb amputees
Publication date: September 2020Source: Biomedical Signal Processing and Control, Volume 62Author(s): Alok Prakash, Ajay Kumar Sahi, Neeraj Sharma, Shiru Sharma (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 25, 2020 Category: Biomedical Science Source Type: research

Feedback controller for restoring the basal hemodynamic condition with a rotary blood pump used as left ventricular assist device
Publication date: September 2020Source: Biomedical Signal Processing and Control, Volume 62Author(s): Thamiles R. Melo, José S.R. Neto, Idágene A. Cestari, Antonio M.N. Lima (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 25, 2020 Category: Biomedical Science Source Type: research

Hybrid deep neural network using transfer learning for EEG motor imagery decoding
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Ruilong Zhang, Qun Zong, Liqian Dou, Xinyi Zhao, Yifan Tang, Zhiyu Li (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 25, 2020 Category: Biomedical Science Source Type: research

Multi-label ocular disease classification with a dense correlation deep neural network
Publication date: January 2021Source: Biomedical Signal Processing and Control, Volume 63Author(s): Junjun He, Cheng Li, Jin Ye, Yu Qiao, Lixu Gu (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 25, 2020 Category: Biomedical Science Source Type: research

Representing Temporal Network based on dDTF of EEG signals in Children with Autism and Healthy Children
Publication date: September 2020Source: Biomedical Signal Processing and Control, Volume 62Author(s): Shabnam Ghahari, Fatemeh Salehi, Naemeh Farahani, Robert Coben, Ali Motie Nasrabadi (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 24, 2020 Category: Biomedical Science Source Type: research

A novel reconstruction approach combining OSEM and split Bregman method for low dose CT
Publication date: September 2020Source: Biomedical Signal Processing and Control, Volume 62Author(s): Jinhua Sheng, Bin Chen, Yangjie Ma, Yuchen Shi (Source: Biomedical Signal Processing and Control)
Source: Biomedical Signal Processing and Control - August 24, 2020 Category: Biomedical Science Source Type: research