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Publications

  • Junaid, M. I. , Prakash, A. J. , & Ari, S. . (2024). Human gait recognition using joint spatiotemporal modulation in deep convolutional neural networks. Journal of Visual Communication and Image Representation, 105, 104322. Elsevier.
  • Aini, D. N. , & Prakash, A. J. . (2024). Implementation of convolutional neural network (CNN) for image classification of leaf disease in mango plants using deep learning approach. Institute of Research and Publication Indonesia (IRPI) Public Research Journal of Engineering, Data Technology and Computer Science.
  • Banoori, F. , Ijaz, N. , Shi, J. , Khan, K. , Liu, X. , Ahmad, S. , Prakash, A. J. , P\lawiak, P. , & Hammad, M. . (2024). Few-shot bioacoustics event detection using transductive inference with data augmentation. IEEE Sensors Letters, 8(3), 1--4. IEEE.
  • Sasmal, P. , Sharma, V. , Prakash, A. J. , Bhuyan, M. K. , Patro, K. K. , Samee, N. A. , Alamro, H. , Iwahori, Y. , Tadeusiewicz, R. , Rajendra Acharya, U. , & others . (2024). Semi-supervised generative adversarial networks for improved colorectal polyp classification using histopathological images. Information Sciences, 658, 120033. Elsevier.
  • Dhariwal, N. , Sengupta, N. , Madiajagan, M. , Patro, K. K. , Lalitha Kumari, P. , Samee, N. A. , Tadeusiewicz, R. , P\lawiak, P. , & Prakash, A. J. . (2024). A pilot study on AI-driven approaches for classification of mental health disorders. Frontiers in Human Neuroscience, 18, 1376338. Frontiers Media SA.
  • Pedada, K. R. , Rao, B. , Patro, K. K. , Allam, J. P. , Jamjoom, M. M. , & Samee, N. A. . (2023). A novel approach for brain tumour detection using deep learning based technique. Biomedical Signal Processing and Control, 82, 104549. Elsevier.
  • Prakash, A. J. , Patro, K. K. , Samantray, S. , P\lawiak, P. , & Hammad, M. . (2023). A deep learning technique for biometric authentication using ECG beat template matching. Information, 14(2), 65. MDPI.
  • Patro, K. K. , Allam, J. P. , Hammad, M. , Tadeusiewicz, R. , & P\lawiak, P. . (2023). SCovNet: A skip connection-based feature union deep learning technique with statistical approach analysis for the detection of COVID-19. Biocybernetics and Biomedical Engineering, 43(1), 352--368. Elsevier.
  • Venkata Phanikrishna, B. , Prakash, A. J. , & Suchismitha, C. . (2023). Deep review of machine learning techniques on detection of drowsiness using EEG signal. IETE Journal of Research, 69(6), 3104--3119. Taylor & Francis.
  • Allam, J. P. , Samantray, S. , Sahoo, S. P. , & Ari, S. . (2023). A deformable CNN architecture for predicting clinical acceptability of ECG signal. Biocybernetics and Biomedical Engineering, 43(1), 335--351. Elsevier.
  • Patro, K. K. , Prakash, A. J. , Sahoo, J. P. , Routray, S. , Baihan, A. , Samee, N. A. , & Huang, G. . (2023). SMARTSeiz: Deep learning with attention mechanism for accurate seizure recognition in IoT healthcare devices. IEEE Journal of Biomedical and Health Informatics, 28(7), 3810--3818. IEEE.
  • Hiremath, S. , Shetty, E. , Prakash, A. J. , Sahoo, S. P. , Patro, K. K. , Rajesh, K. N. , & P\lawiak, P. . (2023). A new approach to data analysis using machine learning for cybersecurity. Big Data and Cognitive Computing, 7(4), 176. MDPI.
  • Patro, K. K. , Allam, J. P. , Sanapala, U. , Marpu, C. K. , Samee, N. A. , Alabdulhafith, M. , & Plawiak, P. . (2023). An effective correlation-based data modeling framework for automatic diabetes prediction using machine and deep learning techniques. BMC bioinformatics, 24(1), 372. Springer.
  • Ewaidat, H. A. , Samee, N. A. , Allam, J. P. , Patro, K. K. , P\lawiak, P. , Mahmoud, N. F. , & Hammad, M. . (2023). The Knowledge and Perception about COVID-19 among Medical Imaging Professionals. Health & Social Care in the Community, 2023(1), 5329930. Wiley Online Library.
  • Prakash, A. J. , Patro, K. K. , Saunak, S. , Sasmal, P. , Lalitha Kumari, P. , & Geetamma, T. . (2023). A new approach of transparent and explainable artificial intelligence technique for patient-specific ecg beat classification. IEEE Sensors Letters, 7(5), 1--4. IEEE.
  • Patro, K. K. , Allam, J. P. , Neelapu, B. C. , Tadeusiewicz, R. , Rajendra Acharya, U. , Hammad, M. , Yildirim, O. , & P\lawiak, P. . (2023). Application of Kronecker convolutions in deep learning technique for automated detection of kidney stones with coronal CT images. Information Sciences, 640, 119005. Elsevier.
  • Hammad, M. , Chelloug, S. A. , Alkanhel, R. , Prakash, A. J. , Muthanna, A. , Elgendy, I. A. , & P\lawiak, P. . (2022). Automated detection of myocardial infarction and heart conduction disorders based on feature selection and a deep learning model. Sensors, 22(17), 6503. MDPI.
  • Prakash, A. J. , Samantray, S. , & Ari, S. . (2022). A Light Weight Deep Learning based Technique for Patient-Specific ECG Beat Classification.
  • Prakash, A. J. . (2022). Capsule network for the identification of individuals using quantized ecg signal images. IEEE Sensors Letters, 6(8), 1--4. IEEE.
  • Sahoo, J. P. , Prakash, A. J. , P\lawiak, P. , & Samantray, S. . (2022). Real-time hand gesture recognition using fine-tuned convolutional neural network. Sensors, 22(3), 706. MDPI.