Phylogeny Inference Using a Multi-objective Evolutionary Algorithm with Indirect Representation. - Md. Rafiul Hassan; M. Maruf Hossain; Chandan K. Karmakar; Michael Kirley (SEAL, 2008)

Automated recognition of patients with obstructive sleep apnoea using wavelet-based features of electrocardiogram recordings. - Ahsan H. Khandoker; Chandan K. Karmakar; Marimuthu Palaniswami (Comput. Biol. Medicine, 2009)

Support Vector Machines for Automated Recognition of Obstructive Sleep Apnea Syndrome From ECG Recordings. - Ahsan H. Khandoker; Marimuthu Palaniswami; Chandan K. Karmakar (IEEE Trans. Inf. Technol. Biomed., 2009)

A Novel Scalable Multi-class ROC for Effective Visualization and Computation. - Md. Rafiul Hassan; Kotagiri Ramamohanarao; Chandan K. Karmakar; M. Maruf Hossain; James Bailey 001 (PAKDD (1), 2010)

Identifying increased risk of post-infarct people with diabetes using multi-lag Tone-Entropy analysis. - Chandan K. Karmakar; Herbert F. Jelinek; Ahsan Khandoker; Mikko Tulppo; Timo Mäkikallio; Antti Kiviniemi; Heikki Huikuri; Marimuthu Palaniswami (EMBC, 2012)

Detection of Cardiac Autonomic Neuropathy using Linear Parametric Modeling of QT dynamics. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (CinC, 2013)

Time-series Network Analysis for Detecting Cardiac Autonomic Neuropathy using RR Interval Data. - Chandan K. Karmakar; Ahsan Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (CinC, 2013)

Development of Fetal Heart Rate Dynamics before and after 30 and 35 Weeks of Gestation. - Ahsan H. Khandoker; Chandan K. Karmakar; Yoshitaka Kimura; Marimuthu Palaniswami (CinC, 2013)

Drusen quantification for early identification of age related macular degeneration (AMD) using color fundus imaging. - Alauddin Bhuiyan; Chandan K. Karmakar; Di Xiao 004; Kotagiri Ramamohanarao; Yogi Kanagasingam (EMBC, 2013)

Effect of using ECG derived respiration (EDR) signal in linear parametric QT-RR modeling. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami (EMBC, 2013)

Effect of premature activation in analyzing QT dynamics instability using QT-RR model for ventricular fibrillation and healthy subjects. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami (EMBC, 2013)

Multi-scale Tone Entropy in differentiating physiologic and synthetic RR time series. - Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami (EMBC, 2013)

Estimating relative respiratory effort from features of photo-plethysmography signal. - Ahsan H. Khandoker; Chandan K. Karmakar; Thomas Penzel; Martin Glos; Christoph Schöbel; Marimuthu Palaniswami (EMBC, 2013)

Risk stratification of cardiac autonomic neuropathy based on multi-lag Tone-Entropy. - Chandan K. Karmakar; Ahsan H. Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (Medical Biol. Eng. Comput., 2013)

Analysing Cardiac Autonomic Neuropathy in Diabetes using Electrocardiogram-derived Systolic-Diastolic Interval Interactions. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (CinC, 2014)

Influence of Psychological Stress on QT Interval. - Chandan K. Karmakar; Mohammad Hasan Imam; Ahsan Khandoker; Marimuthu Palaniswami (CinC, 2014)

Effect of gender and diabetes on major depressive disorder using heart rate asymmetry. - Chandan K. Karmakar; Herbert F. Jelinek; Paul Warner; Ahsan H. Khandoker; Marimuthu Palaniswami (EMBC, 2014)

Investigating foetal heart rate asymmetry. - Chandan K. Karmakar; Ahsan Khandoker; Yoshitaka Kimura; Marimuthu Palaniswami (EMBC, 2014)

Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals. - Faezeh Marzbanrad; Brett D. Hambly; Ethan Ng; Mikhail Tamayo; Slade Matthews; Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami; Herbert F. Jelinek (EMBC, 2014)

Retinal artery and venular caliber grading: A semi-automated evaluation tool. - Alauddin Bhuiyan; Chandan K. Karmakar; Ryo Kawasaki; Ecosse Lamoureux; Kotagiri Ramamohanarao; Yogesan Kanagasingam; Tien Yin Wong (Comput. Biol. Medicine, 2014)

Effect of ECG-derived respiration (EDR) on modeling ventricular repolarization dynamics in different physiological and psychological conditions. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan H. Khandoker; Marimuthu Palaniswami (Medical Biol. Eng. Comput., 2014)

Detection of Respiratory Arousals Using Photoplethysmography (PPG) Signal in Sleep Apnea Patients. - Chandan K. Karmakar; Ahsan H. Khandoker; Thomas Penzel; Christoph Schöbel; Marimuthu Palaniswami (IEEE J. Biomed. Health Informatics, 2014)

Analysing Effect of Heart Rate and Age on Radial Artery Pressure Derived Systolic and Diastolic Durations in Healthy Adults. - Peng Li 002; Chandan K. Karmakar; Chengyu Liu 001; Changchun Liu (CinC, 2015)

A Novel Technique for Analysing Beat-to-Beat Dynamical Changes of QT-RR Distribution for Arrhythmia Prediction. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan Khandoker; Marimuthu Palaniswami (CinC, 2015)

Changes in Heart Rate Circadian Rhythm following Exercise in Middle-Aged Men. - Herbert F. Jelinek; Chandan K. Karmakar; Antti Kiviniemi; Mikko Tulppo; Timo Mäkikallio; Arto J. Hautala; Heikki Huikuri; Ahsan H. Khandoker; Marimuthu Palaniswami (CinC, 2015)

Influence of Psychological Stress on Systolic-Diastolic Interval (SDI) Interaction Measured from Surface Electrocardiogram (ECG). - Chandan K. Karmakar; Mohammad Hasan Imam; Peng Li 002; Marimuthu Palaniswami (CinC, 2015)

Distribution Entropy for short-term QT Interval Variability Analysis: A Comparison between the Heart Failure and Healthy Control Groups. - Yang Li 111; Peng Li 002; Chandan K. Karmakar; Changchun Liu (CinC, 2015)

A novel technique to investigate the effect of ageing on ventricular repolarization characteristics in healthy and LQTS subjects. - Mohammad Hasan Imam; Chandan K. Karmakar; Marimuthu Palaniswami; Ahsan H. Khandoker (EMBC, 2015)

Multi-lag HRV analysis discriminates disease progression of post-infarct people with no diabetes versus diabetes. - Chandan K. Karmakar; Herbert F. Jelinek; Ahsan Khandoker; Mikko Tulppo; Timo Mäkikallio; Antti Kiviniemi; Heikki Huikuri; Marimuthu Palaniswami (EMBC, 2015)

Distribution Entropy (DistEn): A complexity measure to detect arrhythmia from short length RR interval time series. - Chandan K. Karmakar; Radhagayathri K. Udhayakumar; Marimuthu Palaniswami (EMBC, 2015)

Distribution entropy analysis of epileptic EEG signals. - Peng Li 002; Chang Yan; Chandan K. Karmakar; Changchun Liu (EMBC, 2015)

Effect of data length and bin numbers on distribution entropy (DistEn) measurement in analyzing healthy aging. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Peng Li 002; Marimuthu Palaniswami (EMBC, 2015)

Analysis of fetal heart rate asymmetry before and after 35 weeks of gestation. - Chandan K. Karmakar; Yoshitaka Kimura; Marimuthu Palaniswami; Ahsan H. Khandoker (Biomed. Signal Process. Control., 2015)

Tone Entropy Analysis of Foetal Heart Rate Variability. - Ahsan H. Khandoker; Chandan K. Karmakar; Yoshitaka Kimura; Miyuki Endo; Sayaka Oshio; Marimuthu Palaniswami (Entropy, 2015)

Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes. - Mohammad Hasan Imam; Chandan K. Karmakar; Ahsan H. Khandoker; Herbert F. Jelinek; Marimuthu Palaniswami (EMBC, 2016)

Multi-task transfer learning for in-hospital-death prediction of ICU patients. - Chandan K. Karmakar; Budhaditya Saha; Marimuthu Palaniswami; Svetha Venkatesh (EMBC, 2016)

An EEMD-PCA approach to extract heart rate, respiratory rate and respiratory activity from PPG signal. - Mohammod Abdul Motin; Chandan K. Karmakar; Marimuthu Palaniswami (EMBC, 2016)

Influence of embedding dimension on distribution entropy in analyzing heart rate variability. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Peng Li 002; Marimuthu Palaniswami (EMBC, 2016)

Effect of embedding dimension on complexity measures in identifying Arrhythmia. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Peng Li 002; Marimuthu Palaniswami (EMBC, 2016)

Detecting Subclinical Diabetic Cardiac Autonomic Neuropathy by Analyzing Ventricular Repolarization Dynamics. - Mohammad Hasan Imam; Chandan K. Karmakar; Herbert F. Jelinek; Marimuthu Palaniswami; Ahsan H. Khandoker (IEEE J. Biomed. Health Informatics, 2016)

Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism. - Faezeh Marzbanrad; Ahsan H. Khandoker; Brett D. Hambly; Ethan Ng; Michael Tamayo; Yaxin Lu; Slade Matthews; Chandan K. Karmakar; Marimuthu Palaniswami; Herbert F. Jelinek; Craig McLachlan (IEEE J. Biomed. Health Informatics, 2016)

Non-invasive sensor based automated smoking activity detection. - Babin Bhandari; Jianchao Lu; Xi Zheng 001; Sutharshan Rajasegarar; Chandan K. Karmakar (EMBC, 2017)

Detection of generalized tonic-clonic seizures using short length accelerometry signal. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Ramanathan Muthuganapathy; Marimuthu Palaniswami (EMBC, 2017)

Increased beat-to-beat variation in diastolic phase percentages in patients with congestive heart failure. - Peng Li 002; Lei Yu 004; Yang Li 111; Chandan K. Karmakar; Changchun Liu (EMBC, 2017)

Modified thresholding technique of MMSPCA for extracting respiratory activity from short length PPG signal. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (EMBC, 2017)

Secondary measures of regularity from an entropy profile in detecting Arrhythmia. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Marimuthu Palaniswami (EMBC, 2017)

Onset Detection of Epileptic Seizures From Accelerometry Signal. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Ramanathan Muthuganapathy; Marimuthu Palaniswami (EMBC, 2018)

Improved Detection and Classification of Convulsive Epileptic and Psychogenic Non-epileptic Seizures Using FLDA and Bayesian Inference. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Marimuthu Palaniswami; Ramanathan Muthuganapathy (EMBC, 2018)

Robust Heart Rate Estimation During Physical Exercise Using Photoplethysmographic Signals. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (EMBC, 2018)

Behaviour-based Intelligent Power Management of the eShepherd Virtual Fencing Collar for Cattle. - Tanusri Bhattacharya; Chandan K. Karmakar; Tim Wilkin 001; Seng W. Loke (UbiComp/ISWC Adjunct, 2018)

Does the Temporal Asymmetry of Short-Term Heart Rate Variability Change during Regular Walking? A Pilot Study of Healthy Young Subjects. - Xinpei Wang; Chang Yan; Bo Shi; Changchun Liu; Chandan K. Karmakar; Peng Li 002 (Comput. Math. Methods Medicine, 2018)

Understanding Irregularity Characteristics of Short-Term HRV Signals Using Sample Entropy Profile. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Marimuthu Palaniswami (IEEE Trans. Biomed. Eng., 2018)

Ensemble Empirical Mode Decomposition With Principal Component Analysis: A Novel Approach for Extracting Respiratory Rate and Heart Rate From Photoplethysmographic Signal. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (IEEE J. Biomed. Health Informatics, 2018)

Detection of Smoking Events from Confounding Activities of Daily Living. - Jianchao Lu; Jiaxing Wang 002; Xi Zheng 001; Chandan K. Karmakar; Sutharshan Rajasegarar (ACSW, 2019)

The Influence of Vectorcardiogram Orientation on the T/QRS Ratio Obtained Via Non-Invasive Fetal ECG. - Emerson Keenan; Chandan Kumar Karmakar; Marimuthu Palaniswami (EMBC, 2019)

Sleep-Wake Classification using Statistical Features Extracted from Photoplethysmographic Signals. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Thomas Penzel; Marimuthu Palaniswami (EMBC, 2019)

Cross Entropy Profiling to Test Pattern Synchrony in Short-Term Signals. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Marimuthu Palaniswami (EMBC, 2019)

Entropy Profiling to Detect ST Change in Heart Rate Variability Signals. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Marimuthu Palaniswami (EMBC, 2019)

Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex. - Ahsan Habib 003; Chandan K. Karmakar; John Yearwood (IEEE Access, 2019)

PPG Derived Heart Rate Estimation During Intensive Physical Exercise. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (IEEE Access, 2019)

Short-term QT interval variability in patients with coronary artery disease and congestive heart failure: a comparison with healthy control subjects. - Yang Li 111; Peng Li 002; Xinpei Wang; Chandan K. Karmakar; Changchun Liu; Chengyu Liu 001 (Medical Biol. Eng. Comput., 2019)

Selection of Empirical Mode Decomposition Techniques for Extracting Breathing Rate From PPG. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Marimuthu Palaniswami (IEEE Signal Process. Lett., 2019)

Automated Detection of Convulsive Seizures Using a Wearable Accelerometer Device. - Shitanshu Kusmakar; Chandan K. Karmakar; Bernard Yan; Terence J. O'Brien; Ramanathan Muthuganapathy; Marimuthu Palaniswami (IEEE Trans. Biomed. Eng., 2019)

Poincaré Descriptors for Identifying Hemiparesis in Acute Stroke using Wearable Accelerometry. - Shreyasi Datta; Chandan K. Karmakar; Bernard Yan; Marimuthu Palaniswami (EMBC, 2020)

Analyzing Distance Measures for Upper Limb Activity Measurement in Hemiparetic Stroke Patients. - Shreyasi Datta; Chandan K. Karmakar; Bernard Yan; Marimuthu Palaniswami (EMBC, 2020)

Entropy Profiling for Detection of Fetal Arrhythmias in Short Length Fetal Heart Rate Recordings. - Emerson Keenan; Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Fiona C. Brownfoot; Marimuthu Palaniswami (EMBC, 2020)

PPG Derived Respiratory Rate Estimation in Daily living Conditions. - Mohammod Abdul Motin; Chandan Kumar Karmakar; Dinesh Kant Kumar; Marimuthu Palaniswami (EMBC, 2020)

Averaging Methods using Dynamic Time Warping for Time Series Classification. - Shreyasi Datta; Chandan K. Karmakar; Marimuthu Palaniswami (SSCI, 2020)

Automated Method for Detecting Acute Insomnia Using Multi-Night Actigraphy Data. - Maia Angelova; Chandan K. Karmakar; Ye Zhu 002; Sean P. A. Drummond; Jason Ellis (IEEE Access, 2020)

Robust Patient Information Embedding and Retrieval Mechanism for ECG Signals. - Iynkaran Natgunanathan; Chandan K. Karmakar; Sutharshan Rajasegarar; Tianrui Zong; Ahsan Habib 003 (IEEE Access, 2020)

A fusion framework based on multi-domain features and deep learning features of phonocardiogram for coronary artery disease detection. - Han Li; Xinpei Wang; Changchun Liu; Qiang Zeng; Yansong Zheng; Xi Chu; Lianke Yao; Jikuo Wang; Yu Jiao; Chandan K. Karmakar (Comput. Biol. Medicine, 2020)

A Survey on Anomalous Behavior Detection for Elderly Care Using Dense-Sensing Networks. - Samundra Deep; Xi Zheng 001; Chandan K. Karmakar; Dongjin Yu; Leonard G. C. Hamey; Jiong Jin (IEEE Commun. Surv. Tutorials, 2020)

Remote health monitoring in the time of COVID-19. - Joachim A. Behar; Chengyu Liu 001; Kenta Tsutsui; Valentina D. A. Corino; Janmajay Singh; Marco A. F. Pimentel; Walter Karlen; Philip Warrick; Sebastian Zaunseder; Fernando Andreotti; Maxim Osipov; Patrick E. McSharry; et al. (CoRR, 2020)

Choosing a sampling frequency for ECG QRS detection using convolutional networks. - Ahsan Habib 003; Chandan K. Karmakar; John Yearwood (CoRR, 2020)

Entropy Profiling: A Reduced - Parametric Measure of Kolmogorov - Sinai Entropy from Short-Term HRV Signal. - Chandan K. Karmakar; Radhagayathri K. Udhayakumar; Marimuthu Palaniswami (Entropy, 2020)

Bivariate Entropy Analysis of Electrocardiographic RR-QT Time Series. - Bo Shi; Mohammod Abdul Motin; Xinpei Wang; Chandan K. Karmakar; Peng Li 002 (Entropy, 2020)

Modified Distribution Entropy as a Complexity Measure of Heart Rate Variability (HRV) Signal. - Radhagayathri K. Udhayakumar; Chandan K. Karmakar; Peng Li 002; Xinpei Wang; Marimuthu Palaniswami (Entropy, 2020)

Performance Analysis of Entropy Methods in Detecting Epileptic Seizure from Surface Electroencephalograms. - Emran Ali; Radhagayathri K. Udhayakumar; Maia Angelova; Chandan K. Karmakar (EMBC, 2021)

Measures of Bipedal Toe-Ground Clearance Asymmetry to Characterize Gait in Stroke Survivors. - Shreyasi Datta; Rezaul K. Begg; Aravinda S. Rao; Chandan K. Karmakar; Soheil Bajelan; Catherine Said; Marimuthu Palaniswami (EMBC, 2021)

Evaluation of Mesh and Sensor Resolution for Finite Element Modeling of Non-Invasive Fetal ECG Signals. - Emerson Keenan; Chandan K. Karmakar; Fiona C. Brownfoot; Marimuthu Palaniswami (EMBC, 2021)

Shapelet Based Visual Assessment of Cluster Tendency in Analyzing Complex Upper Limb Motion. - Shreyasi Datta; Chandan K. Karmakar; Punit Rathore; Marimuthu Palaniswami (ICASSP, 2021)

Tracing Software Exploitation. - Ayman Youssef; Mohamed Abdelrazek 001; Chandan K. Karmakar; Zubair A. Baig (NSS, 2021)

Learning post-processing for QRS detection using Recurrent Neural Network. - Ahsan Habib 003; Chandan K. Karmakar; John Yearwood (CoRR, 2021)

Detection of Coronary Artery Disease Using Multi-Domain Feature Fusion of Multi-Channel Heart Sound Signals. - Tongtong Liu; Peng Li 002; Yuanyuan Liu; Huan Zhang 010; Yuanyang Li; Yu Jiao; Changchun Liu; Chandan K. Karmakar; Xiaohong Liang; Mengli Ren; Xinpei Wang (Entropy, 2021)

Deep learning algorithms for cyber security applications: A survey. - Guangjun Li; Preetpal Sharma; Lei Pan 002; Sutharshan Rajasegarar; Chandan K. Karmakar; Nicholas Charles Patterson (J. Comput. Secur., 2021)

Personalized Anatomic Modeling for Noninvasive Fetal ECG: Methodology and Applications. - Emerson Keenan; Chandan K. Karmakar; Fiona C. Brownfoot; Marimuthu Palaniswami (IEEE Trans. Instrum. Meas., 2021)

Novel Measures of Similarity and Asymmetry in Upper Limb Activities for Identifying Hemiparetic Severity in Stroke Survivors. - Shreyasi Datta; Chandan K. Karmakar; Bernard Yan; Marimuthu Palaniswami (IEEE J. Biomed. Health Informatics, 2021)

Machine Learning Aided Minimal Sensor based Hand Gesture Character Recognition. - Noorain Zaidi; Priya Kumari; Sutharshan Rajasegarar; Chandan K. Karmakar (DSAA, 2022)

Scalable Cluster Tendency Assessment for Streaming Activity Data using Recurring Shapelets. - Shreyasi Datta; Chandan K. Karmakar; Punit Rathore; Marimuthu Palaniswami (EMBC, 2022)

Program Characterization for Software Exploitation Detection. - Ayman Youssef; Mohamed Abdelrazek 001; Chandan K. Karmakar (ARES, 2023)

Impact of synthetic noise signature and physiologic ECG signal on designing ML-based ECG noise detection framework. - Saifur Rahman 002; Ahsan Habib 003; Chandan K. Karmakar; John Yearwood (EMBC, 2023)

Nonlinear Features from Multi-Modal Signals for Continuous Stress Monitoring. - Radhagayathri K. Udhayakumar; Saifur Rahman 002; Shivapratap Gopakumar; Chandan K. Karmakar (EMBC, 2023)

Use of Ensemble Learning to Detect Buffer Overflow Exploitation. - Ayman Youssef; Mohamed Abdelrazek 001; Chandan K. Karmakar (IEEE Access, 2023)

Optimising complexity of CNN models for resource constrained devices: QRS detection case study. - Ahsan Habib 003; Chandan K. Karmakar; John Yearwood (CoRR, 2023)

Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution. - Ahsan Habib 003; Chandan K. Karmakar; John Yearwood (IEEE J. Biomed. Health Informatics, 2023)

Performance of a Convolutional Neural Network Derived From PPG Signal in Classifying Sleep Stages. - Ahsan Habib 003; Mohammod Abdul Motin; Thomas Penzel; Marimuthu Palaniswami; John Yearwood; Chandan K. Karmakar (IEEE Trans. Biomed. Eng., 2023)

Domain Agnostic Post-Processing for QRS Detection Using Recurrent Neural Network. - Ahsan Habib 003; Chandan K. Karmakar; John Yearwood (IEEE J. Biomed. Health Informatics, 2023)

A Robust Feature Integration for Multiclass Metamorphic Malware Detection in IoT Network. - Tisha Chawla; Saifur Rahman 002; Shantanu Pal; Chandan K. Karmakar (COMSNETS, 2024)

A Prognostic Framework for Post-Operative Patient Survival Prediction in IoMT. - Shubh Mittal; Saifur Rahman 002; Shantanu Pal; Chandan K. Karmakar (COMSNETS, 2024)

Nonlinear Assessment of Gait Signal Complexity in Neurodegenerative Disorders. - Radhagayathri K. Udhayakumar; Shivapratap Gopakumar; Saifur Rahman 002; Chandan K. Karmakar (EMBC, 2024)

The Impact of Simultaneous Adversarial Attacks on Robustness of Medical Image Analysis. - Shantanu Pal; Saifur Rahman 002; Maedeh Beheshti; Ahsan Habib 003; Zahra Jadidi; Chandan K. Karmakar (IEEE Access, 2024)

Robustness of Deep Learning models in electrocardiogram noise detection and classification. - Saifur Rahman 002; Shantanu Pal; John Yearwood; Chandan K. Karmakar (Comput. Methods Programs Biomed., 2024)

Machine Learning Models for the Identification of Cardiovascular Diseases Using UK Biobank Data. - Sheikh Mohammed Shariful Islam; Moloud Abrar; Teketo Tegegne; Liliana Loranjo; Chandan K. Karmakar; Md. Abdul Awal; Md. Shahadat Hossain; Muhammad Ashad Kabir; Mufti Mahmud; Abbas Khosravi; George Siopis; Jeban Chandir Moses; et al. (CoRR, 2024)

A secure and light-weight patient survival prediction in Internet of Medical Things framework. - Shubh Mittal; Tisha Chawla; Saifur Rahman 002; Shantanu Pal; Chandan K. Karmakar (Int. J. Netw. Manag., 2024)

SYN-GAN: A robust intrusion detection system using GAN-based synthetic data for IoT security. - Saifur Rahman 002; Shantanu Pal; Shubh Mittal; Tisha Chawla; Chandan K. Karmakar (Internet Things, 2024)

Analysing Performances of DL-Based ECG Noise Classification Models Deployed in Memory-Constraint IoT-Enabled Devices. - Saifur Rahman 002; Shantanu Pal; John Yearwood; Chandan K. Karmakar (IEEE Trans. Consumer Electron., 2024)

MDDBranchNet: A Deep Learning Model for Detecting Major Depressive Disorder Using ECG Signal. - Ahsan Habib 003; Shruthi Narayanan Vaniya; Ahsan Khandoker; Chandan K. Karmakar (IEEE J. Biomed. Health Informatics, 2024)

Double-layer data-hiding mechanism for ECG signals. - Iynkaran Natgunanathan; Chandan K. Karmakar; Sutharshan Rajasegarar; Tianrui Zong (EURASIP J. Adv. Signal Process., 2024)

RAD-IoMT: Robust adversarial defence mechanisms for IoMT medical image analysis. - Saifur Rahman 002; Shantanu Pal; Amirmohammad Fallah; Robin Doss; Chandan K. Karmakar (Ad Hoc Networks, 2025)

Impact and mitigation of blind filtering in automatic ECG analysis for wearable sensors. - Saifur Rahman 002; Shantanu Pal; Chandan K. Karmakar (Biomed. Signal Process. Control., 2025)

Nonlinear feature space mapping of gait dynamics for neurodegenerative disease detection. - Radhagayathri K. Udhayakumar; Shivapratap Gopakumar; Saifur Rahman 002; Chandan K. Karmakar (Biomed. Signal Process. Control., 2025)

Photoplethysmography as a noninvasive surrogate for microneurography in measuring stress-induced sympathetic nervous activation - A machine learning approach. - Saifur Rahman 002; Radhagayathri K. Udhayakumar; David Kaplan; Brendan McCarthy; Tye Dawood; Nicholas Mellor; Alexander Senior; Vaughan G. Macefield; Dilpreet Buxi; Chandan K. Karmakar (Comput. Biol. Medicine, 2025)

A robust and generalized framework in diabetes classification across heterogeneous environments. - Hejia Zhou; Saifur Rahman 002; Maia Angelova; Clinton R. Bruce; Chandan K. Karmakar (Comput. Biol. Medicine, 2025)

Attack-data independent defence mechanism against adversarial attacks on ECG signal. - Saifur Rahman 002; Shantanu Pal; Ahsan Habib 003; Lei Pan 002; Chandan K. Karmakar (Comput. Networks, 2025)

Delay-aware partial task offloading using multicriteria decision model in IoT-fog-cloud networks. - Sushma S. A; Madhunisha E.; Sourav Kanti Addya; Saifur Rahman 002; Shantanu Pal; Chandan K. Karmakar (J. Netw. Comput. Appl., 2025)

Robust Cyber Threat Intelligence Sharing Using Federated Learning for Smart Grids. - Saifur Rahman 002; Shantanu Pal; Zahra Jadidi; Chandan K. Karmakar (IEEE Trans. Comput. Soc. Syst., 2025)