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Publications

  • Patro, K. K. A. A. J. P. A. P. V. H. A. S. H. . (2026). ToxFuse: A Dual-Stream Hybrid AI Framework Integrating Contextual Transformers and Statistical Features for Toxic Comment Detection. IEEE Transactions on Computational Social Systems, 1-12. scie https://10.1109/TCSS.2026.3742660
  • Abdelaal, M. A. E. , Hosni, A. , & Allam, J. P. . (2026). System and method for continuous non-invasive blood glucose monitoring using a mobile computing device based on a multiwavelength PPG signal.
  • Allam, J. P. , Patro, K. K. , & Plawiak, P. . (2026). Cutting-edge Computational Intelligence in Healthcare with Convolution and Kronecker Convolution-based Approaches. Academic Press.
  • Abdelmotagally, H. , Allam, J. P. , Iratni, R. , Atef, M. , & Hussein, M. . (2026). DieleNet: Dielectric properties based breast cancer classification using deep learning. Biomedical Signal Processing and Control, 113, 108981. Elsevier.
  • Aleissaee, A. , Kalbani, B. A. , Alfalasi, J. , Alyileili, M. , Alahbabi, N. , Prakash, A. J. , & Atef, M. . (2026). A Hybrid CNN--SVR Framework for Non-Invasive Blood Glucose Estimation Using Photoplethysmography Signals.
  • Urbaniak, I. A. , Prakash, A. J. , Walig\'ora, K. , Patro, K. K. , Sharma, H. , & Thakur, D. . (2026). Intelligent Breast Cancer Detection for Women’s Health: A CNN--FastKAN Hybrid Architecture with Strict Patient-Level Evaluation for Digital Pathology Consumer Systems. IEEE Transactions on Consumer Electronics. IEEE.
  • Panigrahi, A. , Mukherjee, A. , Sharma, H. , & Prakash, A. J. . (2026). Information fusion for contactless respiration: Combining facial imaging photoplethysmography and upper-torso motion in canonical subspace. Computers and Electrical Engineering, 139, 111391. Elsevier.
  • Prakash, A. J. , Belkacem, A. N. , Jelinek, H. F. , Elfadel, I. M. , & Atef, M. . (2026). Real-Time Multimodal Attention-State Classification on Resource-Constrained Edge Devices via Hardware-Aware CNN with Bayesian Optimization. IEEE Access. IEEE.
  • Nair, G. K. , Bhushan, A. , Muchenedi, H. K. , & Prakash, A. J. . (2026). The statistical unit determines the result: Image-level versus specimen-level evaluation in a 41-image liquid crystal microscopy case study. Materials Today Communications, 116401. Elsevier.
  • Thati, J. , Prakash, A. J. , & Ari, S. . (2025). AdU-Net: glacial lake extraction and outburst risk assessment using satellite imagery. IEEE Transactions on Artificial Intelligence. IEEE.
  • Khawatmi, A. , Prakash, A. J. , & Atef, M. . (2025). Cuffless Blood Pressure Estimation using Hybrid Deep Learning with Residual CNNs and Multi-Head Attention.
  • Patro, K. K. , Prakash, A. J. , Tummalapalli, G. , Lalitha Kumari, P. , & Jaya Manmadha Rao, M. . (2025). Detection of cardiac abnormalities in ECG signal using time-based signal processing algorithm. International Journal of Computational Vision and Robotics, 15(1), 59--74. Inderscience Publishers (IEL).
  • Patro, K. K. , Prakash, A. J. , Madarapu, S. , Ari, S. , Routray, S. , Mukherjee, A. , & Mishra, S. . (2025). MalNet-DAF: Dual-attentive fusion deep learning model for malaria parasite classification. IEEE Journal of Biomedical and Health Informatics. IEEE.
  • Prakash, A. J. , Belkacem, A. N. , Jelinek, H. F. , Elfadel, I. M. , & Atef, M. . (2025). Multimodal Signal Edge-Optimised Deep Learning Model for Real-Time Auditory Attention Classification.
  • Prakash, A. J. , Belkacem, A. N. , Elfadel, I. M. , Jelinek, H. F. , & Atef, M. . (2025). Advances in machine and deep learning for ECG beat classification: A systematic review. Frontiers in Digital Health, 7, 1649923. Frontiers Media SA.
  • Prakash, A. J. , & Atef, M. . (2025). Multi-scale feature extraction for ecg beat classification using a cnn-transformer network with imbalance mitigation.
  • Prakash, A. J. , Patro, K. K. , Ingle, P. , Pujari, J. J. , Routray, S. , & Jhaveri, R. H. . (2025). BreastCancerNet: Flask-Enabled Attention-Driven Hybrid Dual DNN Framework for Real-Time Breast Cancer Prediction. IEEE Journal of Biomedical and Health Informatics. IEEE.
  • Prakash, A. J. , & Atef, M. . (2025). A lightweight deep learning approach for patient-specific electrocardiogram beat classification using local and long-term dependencies. Engineering Applications of Artificial Intelligence, 152, 110754. Elsevier.
  • Allam, J. P. , Sahoo, S. P. , & Ari, S. . (2024). Multi-stream Bi-GRU network to extract a comprehensive feature set for ECG signal classification. Biomedical Signal Processing and Control, 92, 106097. Elsevier.
  • Kavya, L. , Karuna, Y. , Saritha, S. , Prakash, A. J. , Patro, K. K. , Sahoo, S. P. , Tadeusiewicz, R. , & P\lawiak, P. . (2024). A review of shockable arrhythmia detection of ECG signals using machine and deep learning techniques. International Journal of Applied Mathematics and Computer Science, 34(3), 485--511. University of Zielona G\'ora.