Sadasivan Puthusserypady

101 papers A* 2B 9C 4Misc 1Journal 46Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exploring the potential of explainable deep learning for EEG-based cognitive decline prediction. Comput. Biol. Medicine Anna Josefine Grillenberger, Nelly Shenton, Martin Lauritzen, Krisztina Benedek, Sadasivan Puthusserypady
2026	J	`jnl`	Translational perspectives on brain-heart interplay: From methodologies to clinical applications. Comput. Biol. Medicine Matteo Saibene, Ying Gu, Stinne Aaløkke Ballegaard, Tobias Søren Andersen, Jakob Eyvind Bardram, Sadasivan Puthusserypady
2025	J	`jnl`	CuPID: Leveraging Masked Single-Lead ECG Modelling for Enhancing the Representations. CoRR Adtian Atienza, Gouthamaan Manimaran, Jakob E. Bardram, Sadasivan Puthusserypady
2025	—	`conf`	Dynamic Fusion of Structured Covariates into Deep Signal Backbones. AI (1) Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Jakob E. Bardram
2025	J	`jnl`	EarEOG: Using Headphones and Around-the-Ear EOG Signals for Real-Time Wheelchair Control. Proc. ACM Hum. Comput. Interact. Peichen Liu, Sadasivan Puthusserypady, I. Scott MacKenzie, Cihan Uyanik, John Paulin Hansen
2025	J	`jnl`	Explainable deep learning based techniques for ECG-Based heart disease classification: A systematic literature review and future direction. Comput. Biol. Medicine Gouthamaan Manimaran, Abdolrahman Peimankar, Sadasivan Puthusserypady, Mahdi Momeni, Rifa Atul Izza Asyari, Masud Shah Jahan, Jonas Moll, Uffe Kock Wiil, Ali Ebrahimi
2025	J	`jnl`	Leveraging Self-Supervised Learning Methods for Remote Screening of Subjects with Paroxysmal Atrial Fibrillation. CoRR Adrian Atienza, Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Peter K. Jacobsen, Jakob E. Bardram
2025	—	`conf`	NERULA: A Dual-Pathway Self-supervised Learning Framework for Electrocardiogram Signal Analysis. AI (1) Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Adrian Atienza, Jakob E. Bardram
2025	A*	`conf`	Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA. AAAI Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
2025	J	`jnl`	Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA. CoRR Adtian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
2024	J	`jnl`	An Efficient and Flexible Deep Learning Method for Signal Delineation via Keypoints Estimation. CoRR Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
2024	A*	`conf`	Contrastive Learning Is Not Optimal for Quasiperiodic Time Series. IJCAI Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
2024	J	`jnl`	Contrastive Learning Is Not Optimal for Quasiperiodic Time Series. CoRR Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
2024	J	`jnl`	NERULA: A Dual-Pathway Self-Supervised Learning Framework for Electrocardiogram Signal Analysis. CoRR Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Adrian Atienza, Jakob E. Bardram
2023	J	`jnl`	An investigation of the contextual distribution of false positives in a deep learning-based atrial fibrillation detection algorithm. Expert Syst. Appl. Devender Kumar, Sadasivan Puthusserypady, Helena Dominguez, Kamal Sharma, Jakob E. Bardram
2023	J	`jnl`	Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning. CoRR Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
2023	—	`conf`	Reading Between the Leads: Local Lead-Attention Based Classification of Electrocardiogram Signals. CinC Gouthamaan Manimaran, Sadasivan Puthusserypady, Helena Dominguez, Jakob E. Bardram
2023	J	`jnl`	Subject-based Non-contrastive Self-Supervised Learning for ECG Signal Processing. CoRR Adrian Atienza, Jakob E. Bardram, Sadasivan Puthusserypady
2022	—	`conf`	Brainy Home: A Virtual Smart Home and Wheelchair Control Application Powered by Brain Computer Interface. BIODEVICES Cihan Uyanik, Muhammad Ahmed Khan, Rig Das, John Paulin Hansen, Sadasivan Puthusserypady
2022	J	`jnl`	Deepaware: A hybrid deep learning and context-aware heuristics-based model for atrial fibrillation detection. Comput. Methods Programs Biomed. Devender Kumar, Abdolrahman Peimankar, Kamal Sharma, Helena Dominguez, Sadasivan Puthusserypady, Jakob E. Bardram
2022	B	`conf`	Feasibility of a Device for Gaze Interaction by Visually-Evoked Brain Signals. ETRA Baosheng James Hou, John Paulin Hansen, Cihan Uyanik, Per Bækgaard, Sadasivan Puthusserypady, Jacopo M. Araujo, I. Scott MacKenzie
2022	—	`conf`	Machine Learning for Motor Imagery Wrist Dorsiflexion Prediction in Brain-Computer Interface Assisted Stroke Rehabilitation. EMBC Cihan Uyanik, Muhammad Ahmed Khan, Iris Brunner, John Paulin Hansen, Sadasivan Puthusserypady
2022	—	`conf`	Motor Imagery EEG Signal Classification for Stroke Survivors Rehabilitation. BCI Alex Efstathios Voinas, Rig Das, Muhammad Ahmed Khan, Iris Brunner, Sadasivan Puthusserypady
2022	J	`jnl`	Short-term atrial fibrillation detection using electrocardiograms: A comparison of machine learning approaches. Int. J. Medical Informatics Masud Shah Jahan, Marjan Mansourvar, Sadasivan Puthusserypady, Uffe Kock Wiil, Abdolrahman Peimankar
2021	J	`jnl`	Atrial fibrillation detection using heart rate variability and atrial activity: A hybrid approach. Expert Syst. Appl. Gerald Hirsch, Søren Hjøllund Jensen, Erik S. Poulsen, Sadasivan Puthusserypady
2021	J	`jnl`	DENS-ECG: A deep learning approach for ECG signal delineation. Expert Syst. Appl. Abdolrahman Peimankar, Sadasivan Puthusserypady
2021	—	`conf`	Electromyography and Inertial Motion Sensors Based Wearable Data Acquisition System for Stroke Patients: A Pilot Study. EMBC Muhammad Ahmed Khan, Bayram Metin Bayram, Rig Das, Sadasivan Puthusserypady
2021	—	`conf`	Filter bank approach for enhancement of supervised Canonical Correlation Analysis methods for SSVEP-based BCI spellers. EMBC Mario Corral Bolaños, Sheyla Barrado Ballestero, Sadasivan Puthusserypady
2021	—	`conf`	Hybrid EEG-EOG-based BCI system for Vehicle Control. BCI Simon Dahl Thorsager Olesen, Rig Das, Mathias Dizon Olsson, Muhammad Ahmed Khan, Sadasivan Puthusserypady
2020	J	`jnl`	DENS-ECG: A Deep Learning Approach for ECG Signal Delineation. CoRR Abdolrahman Peimankar, Sadasivan Puthusserypady
2020	—	`conf`	Exploring Eye-Gaze Wheelchair Control. ETRA Adjunct Jacopo M. Araujo, Guangtao Zhang, John Paulin Hansen, Sadasivan Puthusserypady
2020	B	`conf`	FBCSP and Adaptive Boosting for Multiclass Motor Imagery BCI Data Classification: A Machine Learning Approach. SMC Rig Das, Paula Sánchez López, Muhammad Ahmed Khan, Helle K. Iversen, Sadasivan Puthusserypady
2020	—	`conf`	GIMIS: Gaze Input with Motor Imagery Selection. ETRA Adjunct Baosheng James Hou, Per Bækgaard, I. Scott MacKenzie, John Paulin Hansen, Sadasivan Puthusserypady
2020	J	`jnl`	Importance of Graphical User Interface in the design of P300 based Brain-Computer Interface systems. Comput. Biol. Medicine Liam Ratcliffe, Sadasivan Puthusserypady
2020	J	`jnl`	Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation: From designing to application. Comput. Biol. Medicine Muhammad Ahmed Khan, Rig Das, Helle K. Iversen, Sadasivan Puthusserypady
2019	—	`conf`	A Hybrid MI-SSVEP based Brain Computer Interface for Potential Upper Limb Neurorehabilitation: A Pilot Study. BCI Ciarán McGeady, Aleksandra Vuckovic, Sadasivan Puthusserypady
2019	J	`jnl`	A deep learning approach for real-time detection of atrial fibrillation. Expert Syst. Appl. Rasmus S. Andersen, Abdolrahman Peimankar, Sadasivan Puthusserypady
2019	C	`conf`	An Efficient Multi-Class MI Based BCI Scheme Using Statistical Fusion Techniques of Classifiers. TENCON Paula Sánchez López, Helle K. Iversen, Sadasivan Puthusserypady
2019	Misc	`conf`	An Ensemble of Deep Recurrent Neural Networks for P-wave Detection in Electrocardiogram. ICASSP Abdolrahman Peimankar, Sadasivan Puthusserypady
2019	—	`conf`	An Improved Five Class MI Based BCI Scheme for Drone Control Using Filter Bank CSP. BCI Soren Moller Christensen, Nicklas Stubkjar Holm, Sadasivan Puthusserypady
2019	—	`conf`	Assessing tDCS Placebo Effects on EEG and Cognitive Tasks. EMBC Tine Holmbæck Petersen, Sadasivan Puthusserypady
2019	C	`conf`	Automatic Detection of Cardiac Arrhythmias Using Ensemble Learning. TENCON Abdolrahman Peimankar, Mona Jafar Jajroodi, Sadasivan Puthusserypady
2019	—	`conf`	Brain Computer Interface for Neuro-rehabilitation With Deep Learning Classification and Virtual Reality Feedback. AH Tamás Karácsony, John Paulin Hansen, Helle Klingenberg Iversen, Sadasivan Puthusserypady
2019	C	`conf`	Consequence of Stress on Cognitive Performance: An EEG and HRV Study. TENCON Sachin Prathaban, Vishal Sisodia, Sadasivan Puthusserypady
2019	—	`conf`	Fast Assessment of Glycemic Control based on Continuous Glucose Monitoring Data. EMBC Ali Mohebbi, Jens Magelund Tarp, Morten Lind Jensen, Sadasivan Puthusserypady, Elise Hachmann-Nielsen, Henrik Bengtsson, Morten Mørup
2019	—	`conf`	Mind Controlled Drone: An Innovative Multiclass SSVEP based Brain Computer Interface. BCI Andrei Chiuzbaian, Jakob Jakobsen, Sadasivan Puthusserypady
2018	—	`conf`	A Deep Learning MI - EEG Classification Model for BCIs. EUSIPCO Hauke Dose, Jakob S. Møller, Sadasivan Puthusserypady, Helle K. Iversen
2018	—	`conf`	Adaptive CSP for User Independence in MI-BCI Paradigm for Upper Limb Stroke Rehabilitation. GlobalSIP Ana P. Costa, Jakob S. Møller, Helle K. Iversen, Sadasivan Puthusserypady
2018	J	`jnl`	An adaptive CSP filter to investigate user independence in a 3-class MI-BCI paradigm. Comput. Biol. Medicine Ana P. Costa, Jakob S. Møller, Helle K. Iversen, Sadasivan Puthusserypady
2018	J	`jnl`	An end-to-end deep learning approach to MI-EEG signal classification for BCIs. Expert Syst. Appl. Hauke Dose, Jakob S. Møller, Helle K. Iversen, Sadasivan Puthusserypady
2018	—	`conf`	Ensemble Learning for Detection of Short Episodes of Atrial Fibrillation. EUSIPCO Abdolrahman Peimankar, Sadasivan Puthusserypady
2018	—	`conf`	Motor Imagery based Brain Computer Interface Paradigm for Upper Limb Stroke Rehabilitation. EMBC Helle K. Iversen, Sadasivan Puthusserypady
2017	—	`conf`	A novel approach for automatic detection of Atrial Fibrillation based on Inter Beat Intervals and Support Vector Machine. EMBC Rasmus S. Andersen, Erik S. Poulsen, Sadasivan Puthusserypady
2017	—	`conf`	Automatic Atrial Fibrillation detection: A novel approach using discrete wavelet transform and heart rate variability. EMBC Iben H. Bruun, Semira M. S. Hissabu, Erik S. Poulsen, Sadasivan Puthusserypady
2017	J	`jnl`	Automatic minimization of ocular artifacts from electroencephalogram: A novel approach by combining Complete EEMD with Adaptive Noise and Renyi's Entropy. Biomed. Signal Process. Control. Mario Guarascio, Sadasivan Puthusserypady
2017	—	`conf`	Detection of user independent single trial ERPs in Brain Computer Interfaces: An adaptive spatial filtering approach. EMBC Cristina Leza, Sadasivan Puthusserypady
2016	—	`conf`	A comparative study of pseudorandom sequences used in a c-VEP based BCI for online wheelchair control. EMBC Jonas Isaksen, Ali Mohebbi, Sadasivan Puthusserypady
2016	J	`jnl`	A comprehensive performance analysis of EEMD-BLMS and DWT-NN hybrid algorithms for ECG denoising. Biomed. Signal Process. Control. Kevin Kaergaard, Søren Hjøllund Jensen, Sadasivan Puthusserypady
2016	B	`conf`	Spatial filter feature extraction methods for P300 BCI speller: A comparison. SMC Eleni Chiou, Sadasivan Puthusserypady
2016	—	`conf`	Steady state visual evoked potential based brain-computer interface for cognitive assessment. EMBC Nicolai Westergren, Rasmus L. Bendtsen, Troels W. Kjær, Carsten E. Thomsen, Sadasivan Puthusserypady, Helge B. D. Sørensen
2015	—	`conf`	A 3D learning playground for potential attention training in ADHD: A brain computer interface approach. EMBC Abdulla Ali, Sadasivan Puthusserypady
2015	—	`conf`	A brain computer interface for robust wheelchair control application based on pseudorandom code modulated Visual Evoked Potential. EMBC Ali Mohebbi, Signe K. D. Engelsholm, Sadasivan Puthusserypady, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen
2015	—	`conf`	ECG De-noising: A comparison between EEMD-BLMS and DWT-NN algorithms. EMBC Kevin Kaergaard, Søren Hjøllund Jensen, Sadasivan Puthusserypady
2014	—	`conf`	Brain-computer interface using P300 and virtual reality: A gaming approach for treating ADHD. EMBC Darius Adam Rohani, Helge B. D. Sørensen, Sadasivan Puthusserypady
2014	—	`conf`	SSVEP-modulation by covert and overt attention: Novel features for BCI in attention neuro-rehabilitation. EMBC Mehdi Ordikhani-Seyedlar, Helge B. D. Sørensen, Troels W. Kjær, Hartwig R. Siebner, Sadasivan Puthusserypady
2014	J	`jnl`	Statistical Discriminability Estimation for Pattern Classification Based on Neural Incremental Attribute Learning. Int. J. Appl. Evol. Comput. Ting Wang, Sheng-Uei Guan, Sadasivan Puthusserypady, Prudence W. H. Wong
2013	J	`jnl`	BCI using imaginary movements: The simulator. Comput. Methods Programs Biomed. Darius A. Rohani, William S. Henning, Carsten E. Thomsen, Troels W. Kjær, Sadasivan Puthusserypady, Helge B. D. Sørensen
2013	—	`conf`	DTU BCI speller: An SSVEP-based spelling system with dictionary support. EMBC Adnan Vilic, Troels W. Kjær, Carsten E. Thomsen, Sadasivan Puthusserypady, Helge B. D. Sørensen
2013	—	`conf`	Semi-supervised adaptation in ssvep-based brain-computer interface using tri-training. EMBC Thomas Bender, Troels W. Kjær, Carsten E. Thomsen, Helge B. D. Sørensen, Sadasivan Puthusserypady
2011	J	`jnl`	An Asynchronous P300 BCI With SSVEP-Based Control State Detection. IEEE Trans. Biomed. Eng. Rajesh Chandrasekhara Panicker, Sadasivan Puthusserypady, Ying Sun
2010	J	`jnl`	Adaptation in P300 Brain-Computer Interfaces: A Two-Classifier Cotraining Approach. IEEE Trans. Biomed. Eng. Rajesh Chandrasekhara Panicker, Sadasivan Puthusserypady, Ying Sun
2010	—	`conf`	Asynchronous P300 BCI: SSVEP-based control state detection. EUSIPCO Rajesh Chandrasekhara Panicker, Sadasivan Puthusserypady, Ananda P. Pryana, Ying Sun
2010	J	`jnl`	Ordered Incremental Multi-Objective Problem Solving Based on Genetic Algorithms. Int. J. Appl. Evol. Comput. Wenting Mo, Sheng Uei Guan, Sadasivan Puthusserypady
2010	J	`jnl`	Robust Estimation of HDR in fMRI using H IEEE Trans. Biomed. Eng. Sadasivan Puthusserypady, Rui Jue, Tharmalingam Ratnarajah
2009	—	`ed.`	Advances in Robotics, FIRA RoboWorld Congress 2009, Incheon, Korea, August 16-20, 2009. Proceedings FIRA Jong-Hwan Kim, Shuzhi Sam Ge, Prahlad Vadakkepat, Norbert Jesse, Abdullah Al Mamun, Sadasivan Puthusserypady, Ulrich Rückert, Joaquin Sitte, Ulf Witkowski, Ryohei Nakatsu, Thomas Bräunl, Jacky Baltes, John Eric Anderson, Ching-Chang Wong, Igor M. Verner, David J. Ahlgren
2009	—	`ed.`	Progress in Robotics - FIRA RoboWorld Congress 2009, Incheon, Korea, August 16-20, 2009. Proceedings FIRA Jong-Hwan Kim, Shuzhi Sam Ge, Prahlad Vadakkepat, Norbert Jesse, Abdullah Al Manum, Sadasivan Puthusserypady, Ulrich Rückert, Joaquin Sitte, Ulf Witkowski, Ryohei Nakatsu, Thomas Bräunl, Jacky Baltes, John Eric Anderson, Ching-Chang Wong, Igor M. Verner, David J. Ahlgren
2009	B	`conf`	Semi-Blind Channel Estimation for Space-Time Coded Amplify-and-Forward Relay Networks. GLOBECOM Yang Lu, Feifei Gao, Sadasivan Puthusserypady, Arumugam Nallanathan
2008	J	`jnl`	Analysis of fMRI Data With Drift: Modified General Linear Model and Bayesian Estimator. IEEE Trans. Biomed. Eng. Huaien Luo, Sadasivan Puthusserypady
2008	J	`jnl`	Error Correction With Chaotic Switching Between Convolutional Codecs. IEEE Trans. Circuits Syst. I Regul. Pap. Tze Yang Ng, Lock Yue Chew, Sadasivan Puthusserypady
2008	J	`jnl`	Self-synchronizing chaotic stream ciphers. Signal Process. Ajeesh P. Kurian, Sadasivan Puthusserypady
2007	C	`conf`	A Constrained Genetic Algorithm for Efficient Dimensionality Reduction for Pattern Classification. CIS Rajesh Chandrasekhara Panicker, Sadasivan Puthusserypady
2007	J	`jnl`	Adaptive spatiotemporal modelling and estimation of the event-related fMRI responses. Signal Process. Huaien Luo, Sadasivan Puthusserypady
2007	—	`conf`	Analysis of Schizophrenic EEG Synchrony using Empirical Mode Decomposition. DSP Zuo Ziqiang, Sadasivan Puthusserypady
2007	J	`jnl`	Estimation of the Hemodynamic Response of fMRI Data Using RBF Neural Network. IEEE Trans. Biomed. Eng. Huaien Luo, Sadasivan Puthusserypady
2007	J	`jnl`	Extraction of fetal electrocardiogram using Medical Biol. Eng. Comput. Sadasivan Puthusserypady
2007	J	`jnl`	fMRI Data Analysis With Nonstationary Noise Models: A Bayesian Approach. IEEE Trans. Biomed. Eng. Huaien Luo, Sadasivan Puthusserypady
2006	J	`jnl`	Multiuser Receiver for DS-CDMA Signals in Multipath Channels: An Enhanced Multisurface Method. IEEE Trans. Neural Networks C. Mahendra, Sadasivan Puthusserypady
2006	B	`conf`	NARX Neural Networks for Dynamical Modelling of fMRI Data. IJCNN Huaien Luo, Sadasivan Puthusserypady
2006	J	`jnl`	Performance Analysis of Nonlinear-Predictive-Filter-Based Chaotic Synchronization. IEEE Trans. Circuits Syst. II Express Briefs Ajeesh P. Kurian, Sadasivan Puthusserypady
2006	J	`jnl`	Robust adaptive techniques for minimization of EOG artefacts from EEG signals. Signal Process. Sadasivan Puthusserypady, Tharmalingam Ratnarajah
2006	J	`jnl`	Spatio-temporal Modeling and Analysis of Fmri Data Using Narx Neural Network. Int. J. Neural Syst. Huaien Luo, Sadasivan Puthusserypady
2006	—	`conf`	Unscented Kalman Filter and Particle Filter for Chaotic Synchronization. APCCAS Ajeesh P. Kurian, Sadasivan Puthusserypady
2005	J	`jnl`	A sparse Bayesian method for determination of flexible design matrix for fMRI data analysis. IEEE Trans. Circuits Syst. I Regul. Pap. Huaien Luo, Sadasivan Puthusserypady
2005	J	`jnl`	H IEEE Signal Process. Lett. Sadasivan Puthusserypady, Tharmalingam Ratnarajah
2005	J	`jnl`	Performance enhancement of DS/CDMA system using chaotic complex spreading sequence. IEEE Trans. Wirel. Commun. Ajeesh P. Kurian, Sadasivan Puthusserypady, Su Myat Htut
2004	B	`conf`	Neural Networks for fMRI Spatio-temporal Analysis. ICONIP Huaien Luo, Sadasivan Puthusserypady
2004	J	`jnl`	Performance analysis of Volterra-based nonlinear adaptive blind multiuser detectors for DS-CDMA systems. Signal Process. Guo Linlin, Sadasivan Puthusserypady
2003	B	`conf`	A novel CDP DS/SS system with 2-dimensional Ikeda map chaotic sequence. PIMRC Su Myat Htut, Sadasivan Puthusserypady
2003	B	`conf`	Parallel interference cancellation scheme based on adaptive MMSE detector for DS-CDMA systems. PIMRC Du Lin, Sadasivan Puthusserypady
2003	B	`conf`	Performance analysis of Volterra-based nonlinear blind multiuser detector for DS-CDMA systems. WCNC Guo Linlin, Sadasivan Puthusserypady
2002	—	`conf`	A novel multiuser detection scheme combining adaptive MMSE receiver and parallel interference canceller for near-far resistance. MWCN Du Lin, Sadasivan Puthusserypady