Chandan K. Karmakar

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 72

Top Topics

Noise Detection

Buffer Overflow

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Saifur Rahman, Shantanu Pal, John Yearwood, Chandan K. Karmakar
Robustness of Deep Learning models in electrocardiogram noise detection and classification. Comput. Methods Programs Biomed. 253 (2024)
Shantanu Pal, Saifur Rahman, Maedeh Beheshti, Ahsan Habib, Zahra Jadidi, Chandan K. Karmakar
The Impact of Simultaneous Adversarial Attacks on Robustness of Medical Image Analysis. IEEE Access 12 (2024)
Ahsan Habib, Shruthi Narayanan Vaniya, Ahsan Khandoker, Chandan K. Karmakar
MDDBranchNet: A Deep Learning Model for Detecting Major Depressive Disorder Using ECG Signal. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Tisha Chawla, Saifur Rahman, Shantanu Pal, Chandan K. Karmakar
A Robust Feature Integration for Multiclass Metamorphic Malware Detection in IoT Network. COMSNETS (2024)
Saifur Rahman, Shantanu Pal, John Yearwood, Chandan K. Karmakar
Analysing Performances of DL-Based ECG Noise Classification Models Deployed in Memory-Constraint IoT-Enabled Devices. IEEE Trans. Consumer Electron. 70 (1) (2024)
Shubh Mittal, Saifur Rahman, Shantanu Pal, Chandan K. Karmakar
A Prognostic Framework for Post-Operative Patient Survival Prediction in IoMT. COMSNETS (2024)
Saifur Rahman, Ahsan Habib, Chandan K. Karmakar, John Yearwood
Impact of synthetic noise signature and physiologic ECG signal on designing ML-based ECG noise detection framework. EMBC (2023)
Ahsan Habib, Mohammod Abdul Motin, Thomas Penzel, Marimuthu Palaniswami, John Yearwood, Chandan K. Karmakar
Performance of a Convolutional Neural Network Derived From PPG Signal in Classifying Sleep Stages. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Domain Agnostic Post-Processing for QRS Detection Using Recurrent Neural Network. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Ayman Youssef, Mohamed Abdelrazek, Chandan K. Karmakar
Program Characterization for Software Exploitation Detection. ARES (2023)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Optimising complexity of CNN models for resource constrained devices: QRS detection case study. CoRR (2023)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Interpretability and Optimisation of Convolutional Neural Networks Based on Sinc-Convolution. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Radhagayathri K. Udhayakumar, Saifur Rahman, Shivapratap Gopakumar, Chandan K. Karmakar
Nonlinear Features from Multi-Modal Signals for Continuous Stress Monitoring. EMBC (2023)
Ayman Youssef, Mohamed Abdelrazek, Chandan K. Karmakar
Use of Ensemble Learning to Detect Buffer Overflow Exploitation. IEEE Access 11 (2023)
Noorain Zaidi, Priya Kumari, Sutharshan Rajasegarar, Chandan K. Karmakar
Machine Learning Aided Minimal Sensor based Hand Gesture Character Recognition. DSAA (2022)
Shreyasi Datta, Chandan K. Karmakar, Punit Rathore, Marimuthu Palaniswami
Scalable Cluster Tendency Assessment for Streaming Activity Data using Recurring Shapelets. EMBC (2022)
Shreyasi Datta, Chandan K. Karmakar, Bernard Yan, Marimuthu Palaniswami
Novel Measures of Similarity and Asymmetry in Upper Limb Activities for Identifying Hemiparetic Severity in Stroke Survivors. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Guangjun Li, Preetpal Sharma, Lei Pan, Sutharshan Rajasegarar, Chandan K. Karmakar, Nicholas Charles Patterson
Deep learning algorithms for cyber security applications: A survey. J. Comput. Secur. 29 (5) (2021)
Emerson Keenan, Chandan K. Karmakar, Fiona C. Brownfoot, Marimuthu Palaniswami
Evaluation of Mesh and Sensor Resolution for Finite Element Modeling of Non-Invasive Fetal ECG Signals. EMBC (2021)
Emran Ali, Radhagayathri K. Udhayakumar, Maia Angelova, Chandan K. Karmakar
Performance Analysis of Entropy Methods in Detecting Epileptic Seizure from Surface Electroencephalograms. EMBC (2021)
Emerson Keenan, Chandan K. Karmakar, Fiona C. Brownfoot, Marimuthu Palaniswami
Personalized Anatomic Modeling for Noninvasive Fetal ECG: Methodology and Applications. IEEE Trans. Instrum. Meas. 70 (2021)
Shreyasi Datta, Chandan K. Karmakar, Punit Rathore, Marimuthu Palaniswami
Shapelet Based Visual Assessment of Cluster Tendency in Analyzing Complex Upper Limb Motion. ICASSP (2021)
Shreyasi Datta, Rezaul K. Begg, Aravinda S. Rao, Chandan K. Karmakar, Soheil Bajelan, Catherine Said, Marimuthu Palaniswami
Measures of Bipedal Toe-Ground Clearance Asymmetry to Characterize Gait in Stroke Survivors. EMBC (2021)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Learning post-processing for QRS detection using Recurrent Neural Network. CoRR (2021)
Tongtong Liu, Peng Li, Yuanyuan Liu, Huan Zhang, Yuanyang Li, Yu Jiao, Changchun Liu, Chandan K. Karmakar, Xiaohong Liang, Mengli Ren, Xinpei Wang
Detection of Coronary Artery Disease Using Multi-Domain Feature Fusion of Multi-Channel Heart Sound Signals. Entropy 23 (6) (2021)
Samundra Deep, Xi Zheng, Chandan K. Karmakar, Dongjin Yu, Leonard G. C. Hamey, Jiong Jin
A Survey on Anomalous Behavior Detection for Elderly Care Using Dense-Sensing Networks. IEEE Commun. Surv. Tutorials 22 (1) (2020)
Shreyasi Datta, Chandan K. Karmakar, Bernard Yan, Marimuthu Palaniswami
Poincaré Descriptors for Identifying Hemiparesis in Acute Stroke using Wearable Accelerometry. EMBC (2020)
Shreyasi Datta, Chandan K. Karmakar, Bernard Yan, Marimuthu Palaniswami
Analyzing Distance Measures for Upper Limb Activity Measurement in Hemiparetic Stroke Patients. EMBC (2020)
Chandan K. Karmakar, Radhagayathri K. Udhayakumar, Marimuthu Palaniswami
Entropy Profiling: A Reduced - Parametric Measure of Kolmogorov - Sinai Entropy from Short-Term HRV Signal. Entropy 22 (12) (2020)
Han Li, Xinpei Wang, Changchun Liu, Qiang Zeng, Yansong Zheng, Xi Chu, Lianke Yao, Jikuo Wang, Yu Jiao, Chandan K. Karmakar
A fusion framework based on multi-domain features and deep learning features of phonocardiogram for coronary artery disease detection. Comput. Biol. Medicine 120 (2020)
Joachim A. Behar, Chengyu Liu, 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, Kevin Kotzen, Chandan K. Karmakar, Gari D. Clifford
Remote health monitoring in the time of COVID-19. CoRR (2020)
Bo Shi, Mohammod Abdul Motin, Xinpei Wang, Chandan K. Karmakar, Peng Li
Bivariate Entropy Analysis of Electrocardiographic RR-QT Time Series. Entropy 22 (12) (2020)
Emerson Keenan, Radhagayathri K. Udhayakumar, Chandan K. Karmakar, Fiona C. Brownfoot, Marimuthu Palaniswami
Entropy Profiling for Detection of Fetal Arrhythmias in Short Length Fetal Heart Rate Recordings. EMBC (2020)
Maia Angelova, Chandan K. Karmakar, Ye Zhu, Sean P. A. Drummond, Jason Ellis
Automated Method for Detecting Acute Insomnia Using Multi-Night Actigraphy Data. IEEE Access 8 (2020)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Choosing a sampling frequency for ECG QRS detection using convolutional networks. CoRR (2020)
Iynkaran Natgunanathan, Chandan K. Karmakar, Sutharshan Rajasegarar, Tianrui Zong, Ahsan Habib
Robust Patient Information Embedding and Retrieval Mechanism for ECG Signals. IEEE Access 8 (2020)
Shreyasi Datta, Chandan K. Karmakar, Marimuthu Palaniswami
Averaging Methods using Dynamic Time Warping for Time Series Classification. SSCI (2020)
Radhagayathri K. Udhayakumar, Chandan K. Karmakar, Peng Li, Xinpei Wang, Marimuthu Palaniswami
Modified Distribution Entropy as a Complexity Measure of Heart Rate Variability (HRV) Signal. Entropy 22 (10) (2020)
Yang Li, Peng Li, Xinpei Wang, Chandan K. Karmakar, Changchun Liu, Chengyu Liu
Short-term QT interval variability in patients with coronary artery disease and congestive heart failure: a comparison with healthy control subjects. Medical Biol. Eng. Comput. 57 (2) (2019)
Jianchao Lu, Jiaxing Wang, Xi Zheng, Chandan K. Karmakar, Sutharshan Rajasegarar
Detection of Smoking Events from Confounding Activities of Daily Living. ACSW (2019)
Radhagayathri K. Udhayakumar, Chandan K. Karmakar, Marimuthu Palaniswami
Entropy Profiling to Detect ST Change in Heart Rate Variability Signals. EMBC (2019)
Radhagayathri K. Udhayakumar, Chandan K. Karmakar, Marimuthu Palaniswami
Cross Entropy Profiling to Test Pattern Synchrony in Short-Term Signals. EMBC (2019)
Ahsan Habib, Chandan K. Karmakar, John Yearwood
Impact of ECG Dataset Diversity on Generalization of CNN Model for Detecting QRS Complex. IEEE Access 7 (2019)
Shitanshu Kusmakar, Chandan K. Karmakar, Bernard Yan, Terence J. O'Brien, Ramanathan Muthuganapathy, Marimuthu Palaniswami
Automated Detection of Convulsive Seizures Using a Wearable Accelerometer Device. IEEE Trans. Biomed. Eng. 66 (2) (2019)
Shitanshu Kusmakar, Chandan K. Karmakar, Bernard Yan, Terence J. O'Brien, Marimuthu Palaniswami, Ramanathan Muthuganapathy
Improved Detection and Classification of Convulsive Epileptic and Psychogenic Non-epileptic Seizures Using FLDA and Bayesian Inference. EMBC (2018)
Radhagayathri K. Udhayakumar, Chandan K. Karmakar, Marimuthu Palaniswami
Understanding Irregularity Characteristics of Short-Term HRV Signals Using Sample Entropy Profile. IEEE Trans. Biomed. Eng. 65 (11) (2018)
Tanusri Bhattacharya, Chandan K. Karmakar, Tim Wilkin, Seng W. Loke
Behaviour-based Intelligent Power Management of the eShepherd Virtual Fencing Collar for Cattle. UbiComp/ISWC Adjunct (2018)
Shitanshu Kusmakar, Chandan K. Karmakar, Bernard Yan, Terence J. O'Brien, Ramanathan Muthuganapathy, Marimuthu Palaniswami
Onset Detection of Epileptic Seizures From Accelerometry Signal. EMBC (2018)
Xinpei Wang, Chang Yan, Bo Shi, Changchun Liu, Chandan K. Karmakar, Peng Li
Does the Temporal Asymmetry of Short-Term Heart Rate Variability Change during Regular Walking? A Pilot Study of Healthy Young Subjects. Comput. Math. Methods Medicine 2018 (2018)
Shitanshu Kusmakar, Chandan K. Karmakar, Bernard Yan, Terence J. O'Brien, Ramanathan Muthuganapathy, Marimuthu Palaniswami
Detection of generalized tonic-clonic seizures using short length accelerometry signal. EMBC (2017)
Babin Bhandari, Jianchao Lu, Xi Zheng, Sutharshan Rajasegarar, Chandan K. Karmakar
Non-invasive sensor based automated smoking activity detection. EMBC (2017)
Radhagayathri K. Udhayakumar, Chandan K. Karmakar, Marimuthu Palaniswami
Secondary measures of regularity from an entropy profile in detecting Arrhythmia. EMBC (2017)
Peng Li, Lei Yu, Yang Li, Chandan K. Karmakar, Changchun Liu
Increased beat-to-beat variation in diastolic phase percentages in patients with congestive heart failure. EMBC (2017)
Mohammad Hasan Imam, Chandan K. Karmakar, Herbert F. Jelinek, Marimuthu Palaniswami, Ahsan H. Khandoker
Detecting Subclinical Diabetic Cardiac Autonomic Neuropathy by Analyzing Ventricular Repolarization Dynamics. IEEE J. Biomed. Health Informatics 20 (1) (2016)
Chandan K. Karmakar, Budhaditya Saha, Marimuthu Palaniswami, Svetha Venkatesh
Multi-task transfer learning for in-hospital-death prediction of ICU patients. EMBC (2016)
Radhagayathri K. Udhayakumar, Chandan K. Karmakar, Peng Li, Marimuthu Palaniswami
Influence of embedding dimension on distribution entropy in analyzing heart rate variability. EMBC (2016)
Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan H. Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes. EMBC (2016)
Radhagayathri K. Udhayakumar, Chandan K. Karmakar, Peng Li, Marimuthu Palaniswami
Effect of embedding dimension on complexity measures in identifying Arrhythmia. EMBC (2016)
Mohammod Abdul Motin, Chandan K. Karmakar, Marimuthu Palaniswami
An EEMD-PCA approach to extract heart rate, respiratory rate and respiratory activity from PPG signal. EMBC (2016)
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
Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism. IEEE J. Biomed. Health Informatics 20 (1) (2016)
Yang Li, Peng Li, Chandan K. Karmakar, Changchun Liu
Distribution Entropy for short-term QT Interval Variability Analysis: A Comparison between the Heart Failure and Healthy Control Groups. CinC (2015)
Chandan K. Karmakar, Radhagayathri K. Udhayakumar, Marimuthu Palaniswami
Distribution Entropy (DistEn): A complexity measure to detect arrhythmia from short length RR interval time series. EMBC (2015)
Chandan K. Karmakar, Mohammad Hasan Imam, Peng Li, Marimuthu Palaniswami
Influence of Psychological Stress on Systolic-Diastolic Interval (SDI) Interaction Measured from Surface Electrocardiogram (ECG). CinC (2015)
Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan Khandoker, Marimuthu Palaniswami
A Novel Technique for Analysing Beat-to-Beat Dynamical Changes of QT-RR Distribution for Arrhythmia Prediction. CinC (2015)
Ahsan H. Khandoker, Chandan K. Karmakar, Yoshitaka Kimura, Miyuki Endo, Sayaka Oshio, Marimuthu Palaniswami
Tone Entropy Analysis of Foetal Heart Rate Variability. Entropy 17 (3) (2015)
Chandan K. Karmakar, Herbert F. Jelinek, Ahsan Khandoker, Mikko Tulppo, Timo Mäkikallio, Antti Kiviniemi, Heikki Huikuri, Marimuthu Palaniswami
Multi-lag HRV analysis discriminates disease progression of post-infarct people with no diabetes versus diabetes. EMBC (2015)
Mohammad Hasan Imam, Chandan K. Karmakar, Marimuthu Palaniswami, Ahsan H. Khandoker
A novel technique to investigate the effect of ageing on ventricular repolarization characteristics in healthy and LQTS subjects. EMBC (2015)
Herbert F. Jelinek, Chandan K. Karmakar, Antti Kiviniemi, Mikko Tulppo, Timo Mäkikallio, Arto J. Hautala, Heikki Huikuri, Ahsan H. Khandoker, Marimuthu Palaniswami
Changes in Heart Rate Circadian Rhythm following Exercise in Middle-Aged Men. CinC (2015)
Chandan K. Karmakar, Yoshitaka Kimura, Marimuthu Palaniswami, Ahsan H. Khandoker
Analysis of fetal heart rate asymmetry before and after 35 weeks of gestation. Biomed. Signal Process. Control. 21 (2015)
Peng Li, Chang Yan, Chandan K. Karmakar, Changchun Liu
Distribution entropy analysis of epileptic EEG signals. EMBC (2015)
Radhagayathri K. Udhayakumar, Chandan K. Karmakar, Peng Li, Marimuthu Palaniswami
Effect of data length and bin numbers on distribution entropy (DistEn) measurement in analyzing healthy aging. EMBC (2015)
Peng Li, Chandan K. Karmakar, Chengyu Liu, Changchun Liu
Analysing Effect of Heart Rate and Age on Radial Artery Pressure Derived Systolic and Diastolic Durations in Healthy Adults. CinC (2015)
Chandan K. Karmakar, Ahsan H. Khandoker, Thomas Penzel, Christoph Schöbel, Marimuthu Palaniswami
Detection of Respiratory Arousals Using Photoplethysmography (PPG) Signal in Sleep Apnea Patients. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Faezeh Marzbanrad, Brett D. Hambly, Ethan Ng, Mikhail Tamayo, Slade Matthews, Chandan K. Karmakar, Ahsan H. Khandoker, Marimuthu Palaniswami, Herbert F. Jelinek
Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals. EMBC (2014)
Alauddin Bhuiyan, Chandan K. Karmakar, Ryo Kawasaki, Ecosse Lamoureux, Kotagiri Ramamohanarao, Yogesan Kanagasingam, Tien Yin Wong
Retinal artery and venular caliber grading: A semi-automated evaluation tool. Comput. Biol. Medicine 44 (2014)
Chandan K. Karmakar, Mohammad Hasan Imam, Ahsan Khandoker, Marimuthu Palaniswami
Influence of Psychological Stress on QT Interval. CinC (2014)
Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
Analysing Cardiac Autonomic Neuropathy in Diabetes using Electrocardiogram-derived Systolic-Diastolic Interval Interactions. CinC (2014)
Chandan K. Karmakar, Ahsan Khandoker, Yoshitaka Kimura, Marimuthu Palaniswami
Investigating foetal heart rate asymmetry. EMBC (2014)
Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan H. Khandoker, Marimuthu Palaniswami
Effect of ECG-derived respiration (EDR) on modeling ventricular repolarization dynamics in different physiological and psychological conditions. Medical Biol. Eng. Comput. 52 (10) (2014)
Chandan K. Karmakar, Herbert F. Jelinek, Paul Warner, Ahsan H. Khandoker, Marimuthu Palaniswami
Effect of gender and diabetes on major depressive disorder using heart rate asymmetry. EMBC (2014)
Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
Detection of Cardiac Autonomic Neuropathy using Linear Parametric Modeling of QT dynamics. CinC (2013)
Chandan K. Karmakar, Ahsan Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
Time-series Network Analysis for Detecting Cardiac Autonomic Neuropathy using RR Interval Data. CinC (2013)
Ahsan H. Khandoker, Chandan K. Karmakar, Yoshitaka Kimura, Marimuthu Palaniswami
Development of Fetal Heart Rate Dynamics before and after 30 and 35 Weeks of Gestation. CinC (2013)
Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan H. Khandoker, Marimuthu Palaniswami
Effect of using ECG derived respiration (EDR) signal in linear parametric QT-RR modeling. EMBC (2013)
Mohammad Hasan Imam, Chandan K. Karmakar, Ahsan H. Khandoker, Marimuthu Palaniswami
Effect of premature activation in analyzing QT dynamics instability using QT-RR model for ventricular fibrillation and healthy subjects. EMBC (2013)
Chandan K. Karmakar, Ahsan H. Khandoker, Marimuthu Palaniswami
Multi-scale Tone Entropy in differentiating physiologic and synthetic RR time series. EMBC (2013)
Chandan K. Karmakar, Ahsan H. Khandoker, Herbert F. Jelinek, Marimuthu Palaniswami
Risk stratification of cardiac autonomic neuropathy based on multi-lag Tone-Entropy. Medical Biol. Eng. Comput. 51 (5) (2013)
Ahsan H. Khandoker, Chandan K. Karmakar, Thomas Penzel, Martin Glos, Christoph Schöbel, Marimuthu Palaniswami
Estimating relative respiratory effort from features of photo-plethysmography signal. EMBC (2013)
Alauddin Bhuiyan, Chandan K. Karmakar, Di Xiao, Kotagiri Ramamohanarao, Yogi Kanagasingam
Drusen quantification for early identification of age related macular degeneration (AMD) using color fundus imaging. EMBC (2013)
Chandan K. Karmakar, Herbert F. Jelinek, Ahsan Khandoker, Mikko Tulppo, Timo Mäkikallio, Antti Kiviniemi, Heikki Huikuri, Marimuthu Palaniswami
Identifying increased risk of post-infarct people with diabetes using multi-lag Tone-Entropy analysis. EMBC (2012)
Md. Rafiul Hassan, Kotagiri Ramamohanarao, Chandan K. Karmakar, M. Maruf Hossain, James Bailey
A Novel Scalable Multi-class ROC for Effective Visualization and Computation. PAKDD (1) (2010)
Ahsan H. Khandoker, Marimuthu Palaniswami, Chandan K. Karmakar
Support Vector Machines for Automated Recognition of Obstructive Sleep Apnea Syndrome From ECG Recordings. IEEE Trans. Inf. Technol. Biomed. 13 (1) (2009)
Ahsan H. Khandoker, Chandan K. Karmakar, Marimuthu Palaniswami
Automated recognition of patients with obstructive sleep apnoea using wavelet-based features of electrocardiogram recordings. Comput. Biol. Medicine 39 (1) (2009)
Md. Rafiul Hassan, M. Maruf Hossain, Chandan K. Karmakar, Michael Kirley
Phylogeny Inference Using a Multi-objective Evolutionary Algorithm with Indirect Representation. SEAL (2008)