Sökresultat - "Signal Processing, Computer-Assisted"

Enhanced EEG-based Alzheimer's disease detection using synchrosqueezing transform and deep transfer learning.

Jain S; Department of Computer Science and Engineering, Indian Institute of Technology (IIT), BHU, Varanasi Uttar Pradesh, India, 221011. Electronic address: Shraddhajain.rs.cse22@itbhu.ac.in., Srivastava R; Department of Computer Science and Engineering, Indian Institute of Technology (IIT), BHU, Varanasi Uttar Pradesh, India, 221011. Electronic address: rajeev.cse@itbhu.ac.in.

Journal Article , 2025

Unsupervised detection of sub-sequence anomalies in epilepsy EEG.

Toliopoulos T; Department of Informatics, Aristotle University of Thessaloniki, Greece. Electronic address: tatoliop@csd.auth.gr., Gounaris A; Department of Informatics, Aristotle University of Thessaloniki, Greece. Electronic address: gounaria@csd.auth.gr., Laskaris N; Department of Informatics, Aristotle University of Thessaloniki, Greece. Electronic address: laskaris@csd.auth.gr.

Journal Article , 2025

Faster R-CNN approach for estimating global QRS duration in electrocardiograms with a limited quantity of annotated data.

Abdel-Rahman S; Department of Electrical & Computer Engineering, Western University, London, ON, Canada; Robarts Research Institute, Western University, London, ON, Canada. Electronic address: sabdel3@uwo.ca., Antiperovitch P; Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada., Tang A; Department of Medicine, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada., Daoud MI; Department of Computer Engineering, German Jordanian University, Amman, 11180, Jordan., Parsa V; Department of Electrical & Computer Engineering, Western University, London, ON, Canada., Lacefield JC; Department of Electrical & Computer Engineering, Western University, London, ON, Canada; Robarts Research Institute, Western University, London, ON, Canada; Department of Medical Biophysics, Western University, London, ON, Canada.

Journal Article , 2025

MSigSeg: An R package for multiple signals segmentation.

Liu X; Department of Oncology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China. Electronic address: lxy382198251@stu.xjtu.edu.cn., Duan J; Key Laboratory of Biomedical Information Engineering of Ministry of Education, Department of Biomedical Engineering, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China. Electronic address: junbo.duan@mail.xjtu.edu.cn., Gong D; Munich Institute of Biomedical Engineering, Technical University of Munich, Munich, Germany. Electronic address: diangongbme@gmail.com.

Journal Article , 2025

Non-invasive diagnosis of lung diseases via multimodal feature extraction from breathing audio and chest dynamics.

Sfayyih AH; Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, Serdang, 43400, Malaysia. Electronic address: alyaahamel@gmail.com., Sulaiman N; Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, Serdang, 43400, Malaysia. Electronic address: nasri_sulaiman@upm.edu.my., Sabry AH; Medical Instrumentation Engineering Techniques, Shatt Al-Arab University College, Basra, Iraq. Electronic address: ahs4771384@gmail.com.

Journal Article , 2025

MVMD-TCCA: A method for gesture classification based on surface electromyographic signals.

Chen W; School of Electrical Engineering and Automation, Anhui University, Hefei, China. Electronic address: wjchen@ahu.edu.cn., Zhang S; School of Electrical Engineering and Automation, Anhui University, Hefei, China., Sun X; School of Electrical Engineering and Automation, Anhui University, Hefei, China. Electronic address: xtsun@ahu.edu.cn., Zhang C; School of Electrical Engineering and Automation, Anhui University, Hefei, China., Liu Y; School of Electrical Engineering and Automation, Anhui University, Hefei, China.

Journal Article , 2025

A 6-9 GHz 1.28 Gbps 76 mW Amplitude and Synchronized Time Shift Keying IR-UWB CMOS Transceiver for Brain Computer Interfaces.

Lee G, Jang J, Song K, Wook Kim T

Journal Article , 2025

Preterm birth prediction from electrohysterogram using multivariate empirical mode decomposition.

Cui J; School of Microelectronics, University of Science and Technology of China, Hefei, 230026, Anhui, China., Zhang X; School of Microelectronics, University of Science and Technology of China, Hefei, 230026, Anhui, China. xuzhang90@ustc.edu.cn., Li X; School of Microelectronics, University of Science and Technology of China, Hefei, 230026, Anhui, China., Luo X; School of Microelectronics, University of Science and Technology of China, Hefei, 230026, Anhui, China., Chen X; School of Microelectronics, University of Science and Technology of China, Hefei, 230026, Anhui, China., Yin Z; Department of Obstetrics and Gynecology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China.

Journal Article , 2025

Non-stationary components in Electrograms localize arrhythmogenic substrates in a 3D model of human atria.

Gómez-Echavarría A; MATBIOM, Universidad de Medellín, Medellin, Colombia., Ugarte JP; GIMSC, Universidad de San Buenaventura, Medellín, Colombia., Tobón C; MATBIOM, Universidad de Medellín, Medellin, Colombia. Electronic address: ctobon@udemedellin.edu.co.

Journal Article , 2025

A Novel Event-Related Neural Activity Extraction Technique by Fusing Neural Oscillation and Neural Synchronization.

Wang Y, Wang X, Huang L, Feng Y, Pan Q, Wen B, Qu Q, Xu J

Journal Article; Research Support, Non-U.S. Gov't , 2025

QRS-centric beat-wise atrial fibrillation detection in ECG signals using deep neural networks.

Lim J; Department of Biomedical Engineering, University of Connecticut, Storrs, 06269, CT, United States. Electronic address: jaechan.lim@uconn.edu., Han D; Department of Biomedical Engineering, University of Connecticut, Storrs, 06269, CT, United States., Chon KH; Department of Biomedical Engineering, University of Connecticut, Storrs, 06269, CT, United States.

Journal Article , 2025

Repeated measures analysis for steady-state evoked potentials.

Norouzpour A; Spencer Center for Vision Research, Byers Eye Institute, Stanford University, USA. Electronic address: amirn@stanford.edu., Roberts TL; Spencer Center for Vision Research, Byers Eye Institute, Stanford University, USA.

Journal Article , 2025

Explainable machine learning for movement disorders - Classification of tremor and myoclonus.

van den Brandhof EL; Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, the Netherlands., Tuitert I; Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; NHL Stenden University of Applied Sciences, Leeuwarden, the Netherlands., Madelein van der Stouwe AM; Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands., Elting JWJ; Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands., Dalenberg JR; Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands., Svorenova T; Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Department of Neurology, P.J. Safarik University, Kosice, Slovak Republic; Department of Neurology, University Hospital of L. Pasteur, Kosice, Slovak Republic., Klamer MR; Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands., Marapin RS; Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands., Biehl M; Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, the Netherlands; SMQB, Institute of Metabolism and Systems Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, United Kingdom., Tijssen MAJ; Expertise Center Movement Disorders Groningen, University Medical Center Groningen, Groningen, the Netherlands; Department of Neurology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands. Electronic address: m.a.j.de.koning-tijssen@umcg.nl.

Journal Article , 2025

Spatio-temporal CNN-BiLSTM dynamic approach to emotion recognition based on EEG signal.

Redwan UG; Department of Electrical and Electronic Engineering, Chittagong University of Engineering and Technology, Raozan, Chittagong, 4349, Bangladesh. Electronic address: u1802067@student.cuet.ac.bd., Zaman T; Department of Electrical and Electronic Engineering, Chittagong University of Engineering and Technology, Raozan, Chittagong, 4349, Bangladesh. Electronic address: tanha@cuet.ac.bd., Mizan HB; Department of Electrical and Electronic Engineering, Chittagong University of Engineering and Technology, Raozan, Chittagong, 4349, Bangladesh. Electronic address: u1802146@student.cuet.ac.bd.

Journal Article , 2025

Advances in EEG-based detection of Major Depressive Disorder using shallow and deep learning techniques: A systematic review.

Rehman H; Department of Telecommunications Engineering, NED University of Engineering and Technology, Karachi, Pakistan. Electronic address: hoorainrehman09@gmail.com., Khan DM; School of Computing and Artificial Intelligence, Faculty of Engineering and Technology, Sunway University, No. 5, Jalan Universiti, Bandar Sunway, Selangor Darul Ehsan, Malaysia. Electronic address: danish_mkhan@yahoo.com., Amanullah H; Department of Electronic Engineering, NED University of Engineering and Technology, Karachi, Pakistan. Electronic address: hafsa@neduet.edu.pk., Kamran L; Department of Telecommunications Engineering, NED University of Engineering and Technology, Karachi, Pakistan. Electronic address: laibakamran620@gmail.com., Rehman OU; Department of Telecommunications Engineering, NED University of Engineering and Technology, Karachi, Pakistan. Electronic address: khanowaiss536@gmail.com., Siddiqui ST; Department of Telecommunications Engineering, NED University of Engineering and Technology, Karachi, Pakistan. Electronic address: sanataj36@gmail.com., Masroor K; Department of Telecommunications Engineering, NED University of Engineering and Technology, Karachi, Pakistan. Electronic address: komal_masroor@yahoo.com.

Journal Article; Systematic Review; Review , 2025

A Multi-Bit ECRAM-Based Analog Neuromorphic System With High-Precision Current Readout Achieving 97.3% Inference Accuracy.

Um M, Kang M, Eom K, Kwak H, Noh K, Lee J, Son J, Kwon J, Kim S, Lee HM

Journal Article , 2025

Balancing privacy and health integrity: A novel framework for ECG signal analysis in immersive environments.

Senthuran V; School of Information Technology, Deakin University, Geelong, Victoria 3125, Australia. Electronic address: vithurabiman.senthuran@research.deakin.edu.au., Thayasivam U; Department of Computer Science and Engineering, University of Moratuwa, Moratuwa 10400, Sri Lanka. Electronic address: rtuthaya@cse.mrt.ac.lk., Natgunanathan I; School of Information Technology, Deakin University, Geelong, Victoria 3125, Australia. Electronic address: iynkaran.natgunanathan@deakin.edu.au., Sood K; School of Information Technology, Deakin University, Geelong, Victoria 3125, Australia. Electronic address: keshav.sood@deakin.edu.au., Xiang Y; School of Information Technology, Deakin University, Geelong, Victoria 3125, Australia. Electronic address: yong.xiang@deakin.edu.au.

Journal Article , 2025

A multi-scale convolutional LSTM-dense network for robust cardiac arrhythmia classification from ECG signals.

Reddy C KK; Department of Computer Science and Engineering, Stanley College of Engineering and Technology for Women, Hyderabad, Telangana, India., Daduvy A; Department of Computer Science and Engineering, Stanley College of Engineering and Technology for Women, Hyderabad, Telangana, India., Kaza VS; Department of Computer Science and Engineering, Stanley College of Engineering and Technology for Women, Hyderabad, Telangana, India., Shuaib M; Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, 45142, Saudi Arabia., Mohzary M; Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, 45142, Saudi Arabia; Engineering and Technology Research Center, Jazan University, P.O. Box 114, Jazan, 82817, Saudi Arabia. Electronic address: mmohzary@jazanu.edu.sa., Alam S; Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, 45142, Saudi Arabia., Sheneamer A; Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, 45142, Saudi Arabia.

Journal Article , 2025

GAPses: Versatile Smart Glasses for Comfortable and Fully-Dry Acquisition and Parallel Ultra-Low-Power Processing of EEG and EOG.

Frey S, Lucchini MA, Kartsch V, Ingolfsson TM, Bernardi AH, Segessenmann M, Osieleniec J, Benatti S, Benini L, Cossettini A

Journal Article , 2025

BigLSTM: Recurrent neural network for the treatment of anomalous temporal signals. Application in the prediction of endotracheal obstruction in COVID-19 patients in the intensive care unit.

Fernández-López P; Instituto Universitario de Cibernética, Empresa y Sociedad (IUCES), Universidad de Las Palmas de Gran Canaria, Campus Universitario de Tafira, Las Palmas de Gran Canaria, 35017, Canary Island, Spain. Electronic address: pablo.fernandezlopez@ulpgc.es., Báez PG; Departamento de Ingeniería Informática y de Sistemas, Universidad de La Laguna, Camino San Francisco de Paula, 19, San Cristobal de La Laguna, 38200, Canary Island, Spain., Cabrera-León Y; Instituto Universitario de Cibernética, Empresa y Sociedad (IUCES), Universidad de Las Palmas de Gran Canaria, Campus Universitario de Tafira, Las Palmas de Gran Canaria, 35017, Canary Island, Spain., Navarro-Mesa JL; Instituto para el Desarrollo Tecnológico y la Innovación en Comunicaciones (IDeTIC), Universidad de Las Palmas de Gran Canaria, Campus Universitario de Tafira, Las Palmas de Gran Canaria, 35017, Canary Island, Spain., Pérez-Acosta G; Complejo Hospitalario Universitario Insular Materno Infantil de Gran Canaria, Avenida Marítima del Sur s/n, Las Palmas de Gran Canaria, 35016, Canary Island, Spain., Blanco-López J; Complejo Hospitalario Universitario Insular Materno Infantil de Gran Canaria, Avenida Marítima del Sur s/n, Las Palmas de Gran Canaria, 35016, Canary Island, Spain., Suárez-Araujo CP; Instituto Universitario de Cibernética, Empresa y Sociedad (IUCES), Universidad de Las Palmas de Gran Canaria, Campus Universitario de Tafira, Las Palmas de Gran Canaria, 35017, Canary Island, Spain. Electronic address: carmenpaz.suarez@ulpgc.es.

Journal Article , 2025