Publications

Publications in the year 2026

1. Panigrahi A, Mukherjee A, Sharma H and Allam Jaya Prakash, “Information fusion for contactless respiration: Combining facial imaging photoplethysmography and upper-torso motion in canonical subspace,” Computers and Electrical Engineering, vol. 139, Art. no. 111391, 2026, doi: 10.1016/j.compeleceng.2026.111391.

2. Allam Jaya Prakash, A. N. belkacem, H. F. Jelinek, I. M. Elfadel and M. Atef, "Real-Time Multimodal Attention-State Classification on Resource-Constrained Edge Devices via Hardware-Aware CNN With Bayesian Optimization," in IEEE Access, vol. 14, pp. 98117-98131, 2026, doi: 10.1109/ACCESS.2026.3705959. 

Conferences:

1. Alyazya Aleissaee, Bashyer Al Kalbani, Jannah Alfalasi, Maitha Alyileili, Noura Alahbabi, Allam Jaya Prakash, and Mohamed Atef, “"A Hybrid CNN–SVR Framework for Non-Invasive Blood Glucose Estimation Using Photoplethysmography Signals," 2026 International Conference on Electrical/Electronics, Robotics, Artificial Intelligence, and Informatics (ICERAI), Ras Al Khaimah, United Arab Emirates, 2026, pp. 1-6, doi: 10.1109/ICERAI69511.2026.11494547. (Best Paper Award)

2. Allam Jaya Prakash and Mohamed Atef, “Multi-Scale Feature Extraction for ECG Beat Classification Using a CNN–Transformer Network with Imbalance Mitigation.” In: Proceedings of the 2025 IEEE International Symposium on Circuits and Systems (ISCAS), London, United Kingdom, 2025, pp. 1-5, doi: 10.1109/ISCAS56072.2025.11043228.

3. Abdullah Khawatmi, Allam Jaya Prakash, and Mohamed Elsayed A. Atef, “Cuffless Blood Pressure Estimation Using Hybrid Deep Learning with Residual CNNs and Multi-Head Attention.” In: Proceedings of the 2025 IEEE Biomedical Circuits and Systems Conference (BioCAS), Abu Dhabi, United Arab Emirates, 2025, pp. 1-5, doi: 10.1109/BioCAS67066.2025.00012.

4. Allam Jaya Prakash, Abdelkader Nasreddin Belkacem, Herbert F. Jelinek, Ibrahim M. Elfadel, and Mohamed Elsayed A. Atef, “Multimodal Signal Edge-Optimised Deep Learning Model for Real-Time Auditory Attention Classification.” 2025 IEEE Biomedical Circuits and Systems Conference (BioCAS), Abu Dhabi, United Arab Emirates, 2025, pp. 6-10, doi: 10.1109/BioCAS67066.2025.00013.

5. Allam Jaya Prakash, Saunak Samantray, and Samit Ari, "A Light Weight Deep Learning based Technique for Patient-Specific ECG Beat Classification" Accepted and presented in IEEE International Conference on Recent Trends in Microelectronics, Automation, Computing and Communication Systems (ICMACC-2022). Awarded as Best Paper)

Patents in the year 2026

1. US - Patent application No. 19/679,968 entitled Filling Date:05/18/2026 “System and method for continuous non-invasive blood glucose monitoring using a mobile computing device based on a multiwavelength PPG signal” in the name of United Arab Emirates University, Inventors: Mohamed Atef Elsayed Abdelaal; Asmaa Hosni; Jaya Prakash Allam (Utility Patent-Submitted-2026).

2.  UAE patent application No. P2026-01691 entitled “System and method for continuous non-invasive blood glucose monitoring using a mobile computing device based on a multi-wavelength PPG signal” based on US 19/679,968 in the name of United Arab Emirates University Inventors: Mohamed Atef Elsayed Abdelaal; Asmaa Farouk Mohammed Hosni; Jaya Prakash Allam, (Utility Patent-Submitted-2026).

Publications in the year 2025

1. Allam Jaya Prakash, Nasreddine Belkacem A, Elfadel IM, Jelinek HF and Atef M (2025) Advances in machine and deep learning for ECG beat classification: a systematic review. Frontiers in Digital Health, 7:1649923. doi: 10.3389/fdgth.2025.1649923.

2. Jagadeesh Thati, Allam Jaya Prakash, and Samit Ari, "AdU-Net: A Novel Approach for Glacial

Lake Extraction and Outburst Risk Evaluation using Satellite Imagery", IEEE Transactions on Artificial Intelligence, Early Access, doi: 10.1109/TAI.2025.3608120.

3. Kiran Kumar Patro, Allam Jaya Prakash, Sandeep Madarapu, Samit Ari, Sidheswar Routray, Amrit Mukherjee, Shailendra Mishra, "MalNet-DAF: Dual-Attentive Fusion Deep Learning Model for Malaria Parasite Classification", IEEE Journal of Biomedical and Health Informatics, Early Access, doi: 10.1109/JBHI.2025.3593638.

4. Allam Jaya Prakash, K. K. Patro, P. Ingle, J. J. Pujari, S. Routray and R. H. Jhaveri, "BreastCancerNet: Flask-Enabled Attention-Driven Hybrid Dual DNN Framework for Real-Time Breast Cancer Prediction", IEEE Journal of Biomedical and Health Informatics, Early Access, doi: 10.1109/JBHI.2025.3550564, 2025.

5. Allam Jaya Prakash, M Atef, "A Lightweight Deep Learning Approach for Patient-Specific Electrocardiogram Beat Classification Using Local and Long-Term Dependencies", Engineering Applications of Artificial Intelligence, Vol. 152, No. 1, pp.110754, 2025, Elsevier.

Patent 2025

1. Manthiraju Sri Vijaya Karthikeya, Muchenedi Hari Kishor Allam Jaya Prakash, "Smart Glasses for Enhanced Navigation and Accessibility for the Visually Impaired" Indian Patent 419543-001, Submitted on Jun 10, 2024. (Granted-2025).

2. Vishesh Goyal, Manav Sudhir Goel, Gyanvi Upadhyay, Allam Jaya Prakash, Muchenedi Hari Kishor, "Object Detection and Navigation Device" Indian Patent 422399-001, Jul 05, 2024. (FER Submitted).

3. Mohamed Hammad, Ali Abdullah AlQahtani, Abdelhamied A. Ateya, Mohamed ElAffendi, Jaya Prakash Allam, "Multi-Branch Biometric Sensor for ECG Authentication," Patent Office: Great Britain, Application No. 645639, Publication Date: July 15, 2025. (Granted-2025).

4. Abdelhamied A. Ateya, Mohamed Hammad, Mohamed ElAffendi, Banavathu Rao, Jaya Prakash Allam, "Compact Computer Tool for Edge Node Allocation in Open RAN," Patent Office: Great Britain, Application No. 6456397, Publication Date: July 15, 2025. (Granted-2025).

Publications in the year 2024

1. Allam Jaya Prakash*, Suraj Prakash Sahoo, and Samit Ari. "Multi-stream Bi-GRU network to extract a comprehensive feature set for ECG signal classification." Biomedical Signal Processing and Control 92 (2024): 106097. 

2. FarhadBanoori, NoumanIjaz, JinglunShi, KhalidKhan, XiongyingLiu1, SadiqueAhmad, Allam JayaPrakash*, PawełPławiak, MohamedHammad. "Few-Shot Bioacoustics Event Detection using Transudative Inference with Data Augmentation." IEEE Sensor Letters, vol. 8, no. 3, pp. 1-4, March 2024, Art no. 5500904, doi: 10.1109/LSENS.2024.3363021. 

Patent 2023

1. A MOBILE BASED CARDIAC HEALTH MONITORING SYSTEM USING DEEP RESIDUAL NETWORK, Jaya Prakash Allam, IN Patent 202,231,071,330 (Utility Patent).

Publications in the year 2023

1. Hiremath, Shivashankar, Eeshan Shetty, Allam Jaya Prakash, Suraj Prakash Sahoo, Kiran Kumar Patro, Kandala NVPS Rajesh, and Paweł Pławiak. "A New Approach to Data Analysis Using Machine Learning for Cybersecurity." Big Data and Cognitive Computing 7, no. 4 (2023): 176. 

2. Sasmal, Pradipta, Vanshali Sharma, Allam Jaya Prakash*, M. K. Bhuyan, Kiran Kumar Patro, Nagwan Abdel Samee, Hayam Alamro et al. "Semi-supervised generative adversarial networks for improved colorectal polyp classification using histopathological images." Information Sciences 658 (2024): 120033. 

3. Patro, Kiran Kumar, Allam Jaya Prakash, Jaya Prakash Sahoo, Sidheswar Routray, Abdullah Baihan, Nagwan Abdel Samee, and Gaojian Huang. "SMARTSeiz: Deep Learning with Attention Mechanism for Accurate Seizure Recognition in IoT Healthcare Devices." IEEE Journal of Biomedical and Health Informatics (2023). 

4. Patro, Kiran Kumar, Allam Jaya Prakash*, Umamaheswararao Sanapala, Chaitanya Kumar Marpu, Nagwan Abdel Samee, Maali Alabdulhafith, and Pawel Plawiak. "An effective correlation-based data modeling framework for automatic diabetes prediction using machine and deep learning techniques." BMC bioinformatics 24, no. 1 (2023): 372. 

5. Kandukuri, Usha Rani, Allam Jaya Prakash, Kiran Kumar Patro, Bala Chakravarthy Neelapu, Ryszard Tadeusiewicz, and Paweł Pławiak. "Constant Q–Transform–Based Deep Learning Architecture for Detection of Obstructive Sleep Apnea." International Journal of Applied Mathematics and Computer Science 33, no. 3 (2023): 493-506. 

6. Patro, Kiran Kumar, Allam Jaya Prakash*, Bala Chakravarthy Neelapu, Ryszard Tadeusiewicz, U. Rajendra Acharya, Mohamed Hammad, Ozal Yildirim, and Paweł Pławiak. "Application of Kronecker convolutions in deep learning technique for automated detection of kidney stones with coronal CT images." Information Sciences 640 (2023): 119005. 

7. Venkata Phanikrishna, B., Allam Jaya Prakash, and Chinara Suchismitha. "Deep review of machine learning techniques on detection of drowsiness using EEG signal." Iete Journal of Research 69, no. 6 (2023): 3104-3119. 

8. Allam Jaya Prakash*, Kiran Kumar Patro, Samantray Saunak, Pradipta Sasmal, P. Lalitha Kumari, and Tummalapalli Geetamma. "A New Approach of Transparent and Explainable Artificial Intelligence Technique for Patient-Specific ECG Beat Classification." IEEE Sensors Letters (2023). 

9. Allam Jaya Prakash*, Saunak Samantray, and Samit Ari. "A Light Weight Deep Learning based Technique for Patient-Specific ECG Beat Classification." In 2022 International Conference on Recent Trends in Microelectronics, Automation, Computing and Communications Systems (ICMACC), pp. 250-254. IEEE, 2022. 

10. Pedada, Kameswara Rao, Bhujanga Rao, Kiran Kumar Patro, Allam Jaya Prakash*, Mona M. Jamjoom, and Nagwan Abdel Samee. "A novel approach for brain tumour detection using deep learning based technique." Biomedical Signal Processing and Control 82 (2023): 104549. 

11. Al Ewaidat, Haytham, Nagwan Abdel Samee, Allam Jaya Prakash*, Kiran Kumar Patro, Paweł Pławiak, Noha F. Mahmoud, and Mohamed Hammad. "The knowledge and perception about COVID-19 among medical imaging professionals." Health & Social Care in the Community 2023 (2023). 

12. Allam Jaya Prakash*, Kiran Kumar Patro, Saunak Samantray, Paweł Pławiak, and Mohamed Hammad. "A Deep Learning Technique for Biometric Authentication Using ECG Beat Template Matching." Information 14, no. 2 (2023): 65. 

13. Patro, Kiran Kumar, Allam Jaya Prakash*, Mohamed Hammad, Ryszard Tadeusiewicz, and Paweł Pławiak. "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, no. 1 (2023): 352-368. 

14. Allam Jaya Prakash*, Saunak Samantray, Suraj Prakash Sahoo, and Samit Ari. "A deformable CNN architecture for predicting clinical acceptability of ECG signal." Biocybernetics and Biomedical Engineering 43, no. 1 (2023): 335-351. 

15. Allam Jaya Prakash*, Saunak Samantray, and Samit Ari. "Patient-specific ECG beat classification using EMD and deep learning-based technique." In Advanced Methods in Biomedical Signal Processing and Analysis, pp. 87-108. Academic Press, 2023. 

16. Allam Jaya Prakash*, Saunak Samantray, and Samit Ari. "Empirical wavelet transform and deep learning-based technique for ECG beat classification." In Advanced Methods in Biomedical Signal Processing and Analysis, pp. 109-128. Academic Press, 2023. 

17. Kiran Kumar Patro, Allam Jaya Prakash*, Babji Prasad Chapa, P Lalitha Kumari, and Mohamed Hammad"Artificial intelligence-based biometric authentication using ECG signal," Institution of Engineering and Technology, pp.123-147 (2023), https://doi.org/10.1049/PBSE020E_ch6. 

Publications in the year 2022

1. Allam Jaya Prakash*, Kiran Kumar Patro, Mohamed Hammad, Ryszard Tadeusiewicz, and Paweł Pławiak. "BAED: A secured biometric authentication system using ECG signal based on deep learning techniques." Biocybernetics and Biomedical Engineering 42, no. 4 (2022): 1081-1093. 

2. Patro, Kiran Kumar, Allam Jaya Prakash*, Saunak Samantray, Joanna Pławiak, Ryszard Tadeusiewicz, and Paweł Pławiak. "A hybrid approach of a deep learning technique for real–time ECG beat detection." International journal of applied mathematics and computer science 32, no. 3 (2022): 455-465. 

3. Hammad, Mohamed, Samia Allaoua Chelloug, Reem Alkanhel, Allam Jaya Prakash*, Ammar Muthanna, Ibrahim A. Elgendy, and Paweł Pławiak. "Automated detection of myocardial infarction and heart conduction disorders based on feature selection and a deep learning model." Sensors 22, no. 17 (2022): 6503. 

4. Allam Jaya Prakash*, "Capsule network for the identification of individuals using quantized ecg signal images." IEEE Sensors Letters 6, no. 8 (2022): 1-4. 

5. Patro, Kiran Kumar, Allam Jaya Prakash, M. Jayamanmadha Rao, and P. Rajesh Kumar. "An efficient optimized feature selection with machine learning approach for ECG biometric recognition." IETE Journal of Research 68, no. 4 (2022): 2743-2754. 

6. Sahoo, Jaya Prakash, Allam Jaya Prakash, Paweł Pławiak, and Saunak Samantray. "Real-time hand gesture recognition using fine-tuned convolutional neural network." Sensors 22, no. 3 (2022): 706. 

7. Allam Jaya Prakash*, Saunak Samantray, Chinmaya Behara, Ketan Kishor Kurkute, and Vikas Kumar Sinha. "Customized deep learning algorithm for drowsiness detection using single-channel EEG signal." In Artificial Intelligence-Based Brain-Computer Interface, pp. 189-201. Academic Press, 2022. 

8. Locharla, Govinda Rao, Revathi Pogiri, and Allam Jaya Prakash, "EEG-based deep learning neural net for apnea detection." In Artificial Intelligence-Based Brain-Computer Interface, pp. 203-215. Academic Press, 2022. 

Publications in the year 2021

1. Sinha, Vikas Kumar, Kiran Kumar Patro, Paweł Pławiak, and Allam Jaya Prakash,"Smartphone-based human sitting behaviors recognition using inertial sensor." Sensors 21, no. 19 (2021): 6652. 

2. Phanikrishna, B. Venkata, Paweł Pławiak, and Allam Jaya Prakash, "A brief review on EEG signal pre-processing techniques for real-time brain-computer interface applications." Authorea Preprints (2023). 

3. Allam Jaya Prakash*, Saunak Samantray, CH Laxmi Bala, and Y. V. Narayana. "An automated diagnosis system for cardiac arrhythmia classification." In Analysis of Medical Modalities for Improved Diagnosis in Modern Healthcare, pp. 301-313. CRC Press, 2021. 

Publications in the year 2020

1. Allam Jaya Prakash*, Saunak Samantray, and Samit Ari. "SpEC: A system for patient-specific ECG beat classification using deep residual network." Biocybernetics and biomedical engineering 40, no. 4 (2020): 1446-1457. 

2. Govinda Rao Locharla, Allam Jaya Prakash, YV Narayana. "Review of the Convolution Neural Network Architectures for Deep Learning." Int. J. Adv. Sci. Technol 29, no. 4 (2020): 2251-2262. 

Publications in the year 2019

1. Allam Jaya Prakash,and Samit Ari. "AAMI standard cardiac arrhythmia detection with random forest using mixed features." In 2019 IEEE 16th India council international conference (INDICON), pp. 1-4. IEEE, 2019. 

2. Allam Jaya Prakash*, and Samit Ari. "A system for automatic cardiac arrhythmia recognition using electrocardiogram signal." In Bioelectronics and medical devices, pp. 891-911. Woodhead Publishing, 2019. 

Publications in the year 2013

1. Biswal, Birendra, and Allam Jaya Prakash, "A New Approach to Time–Time Transform and Pattern Recognition of Non-stationary Signal Using Fuzzy Wavelet Neural Network." In Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA), pp. 27-34. Springer Berlin Heidelberg, 2013.