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Research
  1. Queen Mary University of London
  2. Research
  3. Publications

Publications: P Nikesh Bajaj

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Barker J, Sau A, Bajaj N, Jenkins A, Sharp A, Shi X, Li X, Karim N et al. ( 2025 ) . Granger causality connectivity analysis of persistent atrial fibrillation dynamics reveals posterior wall mechanistic insights . Heart Rhythm O2
Meng Z, Huo J, Huang W, Bajaj N, Fan P ( 2024 ) . Self-supervise Learning for Medical Image Segmentation Using Barlow Twins Model . Proceedings of the 2024 2nd Asia Symposium on Image and Graphics . Conference: ASIG 2024: 2024 the 2nd Asia Symposium on Image and Graphics118 - 124 .
Bajaj N, Chiotis D, Moosaei R, Smith JBL, Fan P, Carrión JR ( 2025 ) . A Tool for Detecting Similarities in Jupyter Notebooks Used as Assessment Reports . 2025 IEEE Global Engineering Education Conference (EDUCON) . Conference: 2025 IEEE Global Engineering Education Conference (EDUCON) from: 22/04/2025 to: 25/04/2025 , 1 - 5 .
Chen X, Li N, Bajaj N, Fan P ( 2025 ) . Enhancing Competition-Based Big Data Analytics Learning Through AI-Driven Distributed Scaffolding . 2025 IEEE Global Engineering Education Conference (EDUCON) . Conference: 2025 IEEE Global Engineering Education Conference (EDUCON) from: 22/04/2025 to: 25/04/2025 , 1 - 5 .
( 2025 ) . Right atrial dilatation associates with conduction velocity, incidence of arrhythmias and clinical outcomes in pulmonary hypertension .
Bajaj N, Haresh Kumar Patel K, Stoks J, Cluitmans M, P. O'Regan D, Lambiase P, Requena Carrion J, Siong Ng F . Optimising Beat Selection and Averaging for ECGI to Enhance EGM Reconstruction Fidelity . Computing in Cardiology Conference (CinC) . Conference: 2024 Computing in Cardiology Conference vol. 51 ,
Sau A, Ribeiro AH, McGurk KA, Pastika L, Bajaj N, Gurnani M, Sieliwonczyk E, Patlatzoglou K et al. ( 2024 ) . Prognostic Significance and Associations of Neural Network–Derived Electrocardiographic Features . Circulation: Cardiovascular Quality and Outcomes vol. 17 , ( 12 )
Barker J, Sau A, Bajaj N, Jenkins A, Sharp A, Shi X, Li X, Karim N et al. ( 2024 ) . Granger causality connectivity analysis of persistent atrial fibrillation dynamics reveals mechanistic insights into the posterior wall .
Patel KHK, Bajaj N, Statton BK, Bishop MJ, Herath NS, Stoks J, Li X, Sau A et al. ( 2024 ) . Bariatric surgery partially reverses subclinical proarrhythmic structural, electrophysiological, and autonomic changes in obesity . Heart Rhythm vol. 21 , ( 11 ) 2282 - 2294 .
Paranthaman PK, Fuller G, Bajaj N ( 2024 ) . Holo Games: Investigating Game Mechanics and Player Experience Factors in Mixed Reality Platform . 2024 IEEE Conference on Games (CoG) . Conference: 2024 IEEE Conference on Games (CoG) from: 05/08/2024 to: 08/08/2024 , 1 - 4 .
Paranthaman PK, Graham S, Bajaj N ( 2024 ) . Assessing the Effects of Various Gaming Platforms on Players’ Affective States and Workloads through Electroencephalogram . Electronics vol. 13 , ( 11 ) 2043 - 2043 .
Sau A, Ribeiro A, McGurk KA, Pastika L, Bajaj N, Ardissino M, Chen JY, Wu H et al. ( 2023 ) . Abstract 13245: Neural Network-Derived Electrocardiographic Features Predict Future Cardiovascular Disease and All-Cause Mortality . Circulation vol. 148 , ( Suppl_1 )
Shi X, Sau A, Li X, Patel K, Bajaj N, Varela M, Wu H, Handa B et al. ( 2023 ) . Information theory-based direct causality measure to assess cardiac fibrillation dynamics . Journal of The Royal Society Interface vol. 20 , ( 207 ) Article 20230443 ,
Bajaj N, Requena Carrión J ( 2023 ) . Deep Representation of EEG Signals Using Spatio-Spectral Feature Images . Applied Sciences vol. 13 , ( 17 ) 9825 - 9825 .
LaMont L, Fuller G, Paranthaman PK, Poteat T, Toprani D, Xu Q, Bajaj N ( 2023 ) . Towards Prototyping Single-modal and Multimodal Interactions in Mixed Reality Games . Lecture Notes in Networks and Systems , Springer Nature Singapore
Sau A, Ribeiro AH, McGurk KA, Pastika L, Bajaj N, Ardissino M, Chen JY, Wu H et al. ( 2023 ) . Neural network-derived electrocardiographic features have prognostic significance and important phenotypic and genotypic associations .
Sau A, Ribeiro AH, McGurk K, Pastika L, Bajaj N, Chen JY, Wu H, Shi X et al. ( 2023 ) . DH-452784-1 UNSUPERVISED MACHINE LEARNING IDENTIFIES PROGNOSTICALLY SIGNIFICANT PHENOGROUPS FROM NEURAL NETWORK-DERIVED ECG FEATURES . Heart Rhythm vol. 20 , ( 5 ) S87 - S88 .
Bajaj N, Rajwadi M, Constance TG, Wall J, Moniri M, Laird T, Woodruff C, Laird J et al. ( 2023 ) . Deception detection in conversations using the proximity of linguistic markers . Knowledge-Based Systems vol. 267 , Article 110422 , 110422 - 110422 .
Paranthaman PK, Vallabhajosula S, Giordano A, Walton S, Tuisa O, Bajaj N ( 2023 ) . User Experience Analysis in Obstacle Clearance Tasks in Virtual and Mixed Reality Environments . 675 - 686 .
Jennings D, Paranthaman PK, Bajaj N ( 2023 ) . Conceptual Design and Early Prototypes of a Gamified Virtual Reality Interview Training Application . Lecture Notes in Networks and Systems , Springer Nature Singapore
Wu H, Patel KHK, Li X, Zhang B, Galazis C, Bajaj N, Sau A, Shi X et al. ( 2022 ) . A fully-automated paper ECG digitisation algorithm using deep learning . Scientific Reports vol. 12 , ( 1 ) Article 20963 ,
Patel K, Bajaj N, Statton B, Li X, Herath NS, Nyamakope K, Davidson R, Stoks J et al. ( 2022 ) . Bariatric surgery reverses ventricular repolarisation heterogeneity in obesity: mechanistic insights into fat-related arrhythmic risk . European Heart Journal vol. 43 , ( Supplement_2 ) Article ehac544.658 ,
Bajaj N, Carrión JR, Bellotti F ( 2022 ) . Deep representation of EEG data from Spatio-Spectral Feature Images .
Patel K, Bajaj N, Statton B, Herath N, Li X, Davidson R, Savvidou S, Coghlin J et al. ( 2022 ) . 82 Bariatric surgery reverses ventricular repolarisation heterogeneity – mechanistic insights into fat-related arrhythmic risk . Cardiac rhythm management . Conference: British Cardiovascular Society Annual Conference, ‘100 years of Cardiology’, 6–8 June 2022A60 - A61 .
Sivanandarajah P, Wu H, Bajaj N, Khan S, Ng FS ( 2022 ) . Is machine learning the future for atrial fibrillation screening? . Cardiovascular Digital Health Journal vol. 3 , ( 3 ) 136 - 145 .
Patel K, Bajaj N, Li X, Statton B, Stoks J, Nyamakope K, Davidson R, Savvidou S et al. ( 2022 ) . Bariatric surgery reduces ventricular repolarisation gradients in obese patients - results from an electrocardiographic imaging study . EP Europace vol. 24 , ( Supplement_1 ) Article euac053.329 ,
Kumar Patel KH, Bajaj N, Li X, Statton B, Nyamakope K, Brezitski M, Davidson R, Savvidou S et al. ( 2022 ) . PO-639-02 REPOLARISATION GRADIENTS DECREASE AFTER BARIATRIC SURGERY IN OBESE PATIENTS . Heart Rhythm vol. 19 , ( 5 ) S200 - S200 .
Goodluck Constance T, Bajaj N, Rajwadi M, Maltby H, Wall J, Moniri M, Woodruff C, Laird T et al. ( 2021 ) . Resolving Ambiguity in Hedge Detection by Automatic Generation of Linguistic Rules . 369 - 380 .
Paranthaman PK, Bajaj N, Solovey N, Jennings D ( 2021 ) . Comparative Evaluation of the EEG Performance Metrics and Player Ratings on the Virtual Reality Games . 2021 IEEE Conference on Games (CoG) . Conference: 2021 IEEE Conference on Games (CoG) from: 17/08/2021 to: 20/08/2021 , 1 - 8 .
Bajaj N, Carrión JR, Bellotti F, Berta R, De Gloria A ( 2021 ) . Analysis of Factors Affecting the Auditory Attention of Non-native Speakers in e-Learning Environments . Electronic Journal of e-Learning vol. 19 , ( 3 ) pp159 - 169 .
Bajaj N ( 2021 ) . Wavelets for EEG Analysis . Wavelet Theory , IntechOpen
Bajaj N, Carrión JR, Bellotti F ( 2020 ) . PhyAAt: Physiology of Auditory Attention to Speech Dataset .
Bajaj N, Requena Carrión J, Bellotti F, Berta R, De Gloria A ( 2020 ) . Automatic and tunable algorithm for EEG artifact removal using wavelet decomposition with applications in predictive modeling during auditory tasks . Biomedical Signal Processing and Control vol. 55 , Article 101624 , 101624 - 101624 .
Bajaj N, Constance TG, Rajwadi M, Wall J, Moniri M, Glackin C, Cannings N, Woodruff C et al. ( 2019 ) . Fraud detection in telephone conversations for financial services using\n linguistic features .
Bajaj N, Bellotti F, Berta R, Requena Carriòn J, De Gloria A ( 2019 ) . Auditory Attention, Implications for Serious Game Design . 201 - 209 .
Bajaj N, Bellotti F, Berta R, De Gloria A ( 2016 ) . A Neuroscience Based Approach to Game Based Learning Design . Lecture Notes in Computer Science , Springer International Publishing
Kharbanda M, Bajaj N ( 2013 ) . An exploration of fractal art in fashion design . 2013 International Conference on Communication and Signal Processing . Conference: 2013 International Conference on Communications and Signal Processing (ICCSP) from: 03/04/2013 to: 05/04/2013 , 226 - 230 .
Bajaj N, Kashyap R ( 2012 ) . Extension of wavelet family in fractional fourier domain . 2012 1st International Conference on Emerging Technology Trends in Electronics, Communication & Networking . Conference: 2012 1st International Conference on Emerging Technology Trends in Electronics, Communication and Networking (ET2ECN) from: 19/12/2012 to: 21/12/2012 , 1 - 4 .
Deora D, Bajaj N ( 2012 ) . Indian sign language recognition . 2012 1st International Conference on Emerging Technology Trends in Electronics, Communication & Networking . Conference: 2012 1st International Conference on Emerging Technology Trends in Electronics, Communication and Networking (ET2ECN) from: 19/12/2012 to: 21/12/2012 , 1 - 5 .
Bajaj N, Thakur A ( 2011 ) . Enhancement of RC5 for image encryption . 2011 International Conference on Image Information Processing . Conference: 2011 IEEE International Conference on Image Information Processing (ICIIP) from: 03/11/2011 to: 05/11/2011 , 1 - 5 .
Bajaj N ( 2011 ) . Enhancement of A5/1: Using variable feedback polynomials of LFSR . 2011 International Conference on Emerging Trends in Networks and Computer Communications (ETNCC) . Conference: 2011 International Conference on Emerging Trends in Networks and Computer Communications (ETNCC 2011) from: 22/04/2011 to: 24/04/2011 , 55 - 60 .
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