Publications

1. Subrato Bharati, Prajoy Podder, and M. Rubaiyat Hossain Mondal. "Hybrid deep learning for detecting lung diseases from X-ray images." Informatics in Medicine Unlocked 20 (2020): 100391. 

2. Subrato Bharati, M. Rubaiyat Hossain Mondal, and Prajoy Podder. "A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?." IEEE Transactions on Artificial Intelligence (2023) DOI: 10.1109/TAI.2023.3266418.

3. Subrato Bharati,  Prajoy Podder, Dang Ngoc Hoang Thanh, and V. B. Surya Prasath. "Dementia classification using MR imaging and clinical data with voting based machine learning models." Multimedia Tools and Applications (2022): 1-22. 

4. M. Rubaiyat Hossain Mondal, Subrato Bharati, Prajoy Podder, and Joarder Kamruzzaman. "Deep Learning and Federated Learning for Screening COVID-19: A Review" BioMedInformatics (2023) 3, no. 3: 691-713. https://doi.org/10.3390/biomedinformatics3030045

5. Subrato Bharati, and Prajoy Podder. "Machine and Deep Learning for IoT Security and Privacy: Applications, Challenges, and Future Directions." Security and Communication Networks 2022 (2022). https://doi.org/10.1155/2022/8951961

6. Deepak Kumar Jain, Kesana Mohana Lakshmi, Kothapalli Phani Varma, Manikandan Ramachandran, Subrato Bharati. "Lung Cancer Detection Based on Kernel PCA-Convolution Neural Network Feature Extraction and Classification by Fast Deep Belief Neural Network in Disease Management Using Multimedia Data Sources." Computational Intelligence and Neuroscience (2022): 1-12. https://doi.org/10.1155/2022/3149406

7. M. Rubaiyat Hossain Mondal, Subrato Bharati, and Prajoy Podder. "CO-IRv2: Optimized InceptionResNetV2 for COVID-19 detection from chest CT images." PLoS One 16, no. 10 (2021): e0259179. 

8. PrajoyPodder, Sanchita Rani Das, M. Mondal, Subrato Bharati, Azra Maliha, Md Junayed Hasan, and Farzin Piltan. "LDDNet: A Deep Learning Framework for the Diagnosis of Infectious Lung Diseases." Sensors 23, no. 1 (2023): 480.

9. Ashok Kumar Munnangi, Ramesh Sekaran, Sivaram Rajeyyagari, Manikandan Ramachandran, Suthendran Kannan, Subrato Bharati. "Nonlinear Cosine Neighborhood Time Series-Based Deep Learning for the Prediction and Analysis of COVID-19 in India." Wireless Communications and Mobile Computing, Volume 2022, Article ID 3180742, (2022). https://doi.org/10.1155/2022/3180742

10. M. Rubaiyat Hossain Mondal, Subrato Bharati, and Prajoy Podder. "Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A Review." Current Medical Imaging 17, no. 12 (2021): 1403-1418. 

11. Aditya Khamparia, Subrato Bharati, Prajoy Podder, Deepak Gupta, Ashish Khanna, Thai Kim Phung, and Dang NH Thanh. "Diagnosis of breast cancer based on modern mammography using hybrid transfer learning." Multidimensional systems and signal processing 32, no. 2 (2021): 747-765. 

12. Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, and V. B. Surya Prasath. "Deep Learning for Medical Image Registration: A Comprehensive Review." International Journal of Computer Information Systems and Industrial Management Applications 14 (2022): 173 - 190. 

13. Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, and V. B. Surya Prasath. "Federated learning: Applications, challenges and future scopes." International Journal of Hybrid Intelligent Systems (2022): 1-17.

14. Subrato Bharati, and Prajoy Podder. "Adaptive PAPR reduction scheme for OFDM using SLM with the fusion of proposed clipping and filtering technique in order to diminish PAPR and signal distortion." Wireless Personal Communications 113, no. 4 (2020): 2271-2288.

15. M. Rubaiyat Hossain Mondal, Subrato Bharati, Prajoy Podder, and Priya Podder. "Data analytics for novel coronavirus disease." Informatics in Medicine Unlocked 20 (2020): 100374. 

16. Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, and V. B. Surya Prasath. "Medical imaging with deep learning for COVID-19 diagnosis: a comprehensive review." International Journal of Computer Information Systems and Industrial Management Applications 13 (2021): 91 - 112.

17. Subrato Bharati, Prajoy Podder, and M. Rubaiyat Hossain Mondal. "Artificial neural network based breast cancer screening: a comprehensive review." International Journal of Computer Information Systems and Industrial Management Applications 12, pp. 125-137 (2020). 

18. Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, and V. B. Surya Prasath. "CO-ResNet: Optimized ResNet model for COVID-19 diagnosis from X-ray images." International Journal of Hybrid Intelligent Systems (2021): 1-15.

19. Prajoy Podder, Subrato Bharati, M. Rubaiyat Hossain Mondal, Pinto Kumar Paul, and Utku Kose. "Artificial neural network for cybersecurity: a comprehensive review." Journal of Information Assurance and Security 16 (1), 010 - 023 (2021). 

20. Prajoy Podder, Aditya Khamparia, M. Rubaiyat Hossain Mondal, Mohammad Atikur Rahman, and Subrato Bharati. “Forecasting the Spread of COVID-19 and ICU Requirements”. International Journal of Online and Biomedical Engineering (iJOE) 17 (05):pp. 81-99 (2021). https://doi.org/10.3991/ijoe.v17i05.20009.

21. Prajoy Podder, M. Rubaiyat Hossain Mondal, Subrato Bharati, and Pinto Kumar Paul. "Review on the security threats of internet of things." International Journal of Computer Applications 176 (41), 37-45 (2021).

22. Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, Md. Robiul Alam Robel. "Threats and countermeasures of cyber security in direct and remote vehicle communication systems." Journal of Information Assurance and Security  15 (4), 153-164(2020).

23. Subrato Bharati, Prajoy Podder, Niketa Gandhi, and Ajith Abraham. "Realization of MIMO channel model for spatial diversity with capacity and SNR multiplexing gains." International Journal of Computer Information Systems and Industrial Management Applications 12, pp. 066-081 (2020). 

24. Subrato Bharati, Prajoy Podder, and M. Rubaiyat Hossain Mondal. "Visualization and prediction of energy consumption in smart homes." International Journal of Hybrid Intelligent Systems 16, no. 2 (2020): 81-97. 

25. Prajoy Podder, Fatema Binte Alam, M. Rubaiyat Hossain Mondal, Md Junayed Hasan, Ali Rohan, and Subrato Bharati. "Rethinking Densely Connected Convolutional Networks for Diagnosing Infectious Diseases." Computers 12, no. 5 (2023): 95.

26. Subrato Bharati. "CLOUD AND FOG COMPUTING IN HEALTHCARE INDUSTRY 4.0." Journal of the International Academy for Case Studies 26, no. 6 (2020): 1-2. 

27. Subrato Bharati. "How artificial intelligence impacts businesses in the period of pandemics." Journal of the International Academy for Case Studies 26, no. 5 (2020): 1-2. 

28. Subrato Bharati. "BUSINESS INTELLIGENCE AND INDUSTRY 5.0." Journal of the International Academy for Case Studies 27 (2021): 1-3.

29. Chia Chao Kang, Ozlem Boydak, and Subrato Bharati. "Guest Editorial: Special Issue on" Sustainability in Electrical Engineering and Renewable Energy"." Journal of Internet Technology 23, no. 2 (2022): 177-178.

30. Subrato Bharati, Prajoy Podder, and Pinto Kumar Paul. "Lung cancer recognition and prediction according to random forest ensemble and RUSBoost algorithm using LIDC data." International Journal of Hybrid Intelligent Systems 15, no. 2 (2019): 91-100. 

31. E. Srividhya, V. R. Niveditha, C. Nalini, K. Sinduja, S. Geeitha, P. Kirubanantham, and Subrato Bharati. "Integrating lncRNA gene signature and risk score topredict recurrence cervical cancer using recurrent neural network." Measurement: Sensors, Elsevier 27 (2023): 100782.

32. Subrato Bharati, Mohammad Atikur Rahman, Prajoy Podder, Muhammad Ashiqul Islam, and Mohammad Hossain. "Bit Error Rate Analysis of M-ARY PSK and M-ARY QAM Over Rician Fading Channel." International Journal of Computer Engineering & Applications 12 (2020). 

33. Subrato Bharati, Mohammad Atikur Rahman, and Prajoy Podder. "Implementation of ASK, FSK and PSK with BER vs. SNR comparison over AWGN channel." arXiv preprint arXiv:2002.03601 (2020). 

1. Subrato Bharati, Prajoy Podder, and M. Rubaiyat Hossain Mondal. "Diagnosis of polycystic ovary syndrome using machine learning algorithms." In 2020 IEEE Region 10 Symposium (TENSYMP), pp. 1486-1489. IEEE, 2020. 

2. Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, V. B. Surya Prasath, and Niketa Gandhi. "Ensemble Learning for Data-Driven Diagnosis of Polycystic Ovary Syndrome." In International Conference on Intelligent Systems Design and Applications, pp. 1250-1259. Springer, Cham, 2022. 

3. Subrato Bharati, Mohammad Atikur Rahman, and Prajoy Podder. "Breast cancer prediction applying different classification algorithm with comparative analysis using WEKA." In 2018 4th International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT), pp. 581-584. IEEE, 2018. 

4. Arju Manara Begum, M. Rubaiyat Hossain Mondal, Prajoy Podder, and Subrato Bharati. "Detecting Spinal Abnormalities Using Multilayer Perceptron Algorithm." In International Conference on Innovations in Bio-Inspired Computing and Applications, pp. 654-664. Springer, Cham, 2021. 

5. Md, Nour Alam, Prajoy Podder, Subrato Bharati, and M. Mondal. "Effective machine learning approaches for credit card fraud detection." In International Conference on Innovations in Bio-Inspired Computing and Applications, pp. 154-163. Springer, Cham, 2020. 

6. Atik Mahabub, Al-Zadid Sultan Bin Habib, M. Rubaiyat Hossain Mondal, Subrato Bharati, and Prajoy Podder. "Effectiveness of ensemble machine learning algorithms in weather forecasting of Bangladesh." In International Conference on Innovations in Bio-Inspired Computing and Applications, pp. 267-277. Springer, Cham, 2020. 

7. Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, and Niketa Gandhi. "Optimized NASNet for diagnosis of COVID-19 from lung CT images." In International Conference on Intelligent Systems Design and Applications, pp. 647-656. Springer, Cham, 2020. 

8. Md Sadiq Iqbal, Nasim Akhtar, A. H. M. Shahariar Parvez, Subrato Bharati, and Prajoy Podder. "Ensemble learning-based EEG feature vector analysis for brain computer interface." In Evolutionary Computing and Mobile Sustainable Networks, pp. 957-969. Springer, Singapore, 2021. 

9. Subrato Bharati, Mohammad Atikur Rahman, Rajib Mondal, Prajoy Podder, Anas Abdullah Alvi, and Atiq Mahmood. "Prediction of energy consumed by home appliances with the visualization of plot analysis applying different classification algorithm." In Frontiers in Intelligent Computing: Theory and Applications, pp. 246-257. Springer, Singapore, 2020. 

10. Md, Robiul Alam Robel, Subrato Bharati, Prajoy Podder, Md Raihan-Al-Masud, and Sanjoy Mandal. "Fault tolerance in cloud computing-an algorithmic approach." In International Conference on Innovations in Bio-Inspired Computing and Applications, pp. 307-316. Springer, Cham, 2019. 

11. Prajoy Podder, Subrato Bharati, Md Robel, Robiul Alam, Md Raihan-Al-Masud, and Mohammad Atikur Rahman. "Uplink and downlink spectral efficiency estimation for multi antenna MIMO user." In International Conference on Innovations in Bio-Inspired Computing and Applications, pp. 285-294. Springer, Cham, 2019. 

12. Subrato Bharati, Md. Robiul Alam Robel, Mohammad Atikur Rahman, Prajoy Podder, and Niketa Gandhi. "Comparative performance exploration and prediction of fibrosis, malign lymph, metastases, normal lymphogram using machine learning method." In International Conference on Innovations in Bio-Inspired Computing and Applications, pp. 66-77. Springer, Cham, 2019. 

13. Subrato Bharati, Mohammad Atikur Rahman, Prajoy Podder, Md. Robiul Alam Robel, and Niketa Gandhi. "Comparative performance analysis of neural network base training algorithm and neuro-fuzzy system with SOM for the purpose of prediction of the features of superconductors." In International Conference on Intelligent Systems Design and Applications, pp. 69-79. Springer, Cham, 2019. 

14. A. H. M. Shahariar Parvez, Robiul Alam Robel, Mohammad Abdur Rouf, Prajoy Podder, and Subrato Bharati. "Effect of fault tolerance in the field of cloud computing." In International Conference on Inventive Computation Technologies, pp. 297-305. Springer, Cham, 2019. 

15. Subrato Bharati, Mohammad Atikur Rahman, Sanjoy Mandal, and Prajoy Podder. "Analysis of DWT, DCT, BFO & PBFO algorithm for the purpose of medical image watermarking." In 2018 International Conference on Innovation in Engineering and Technology (ICIET), pp. 1-6. IEEE, 2018. 

16. Subrato Bharati, Prajoy Podder, Rajib Mondal, Atiq Mahmood, and Md Raihan-Al-Masud. "Comparative performance analysis of different classification algorithm for the purpose of prediction of lung cancer." In International Conference on Intelligent Systems Design and Applications, pp. 447-457. Springer, Cham, 2018. 

17. Subrato Bharati, Prajoy Podder, and Md Raihan Al-Masud. "Brain Magnetic Resonance Imaging Compression Using Daubechies & Biorthogonal Wavelet with the Fusion of STW and SPIHT." In 2018 International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), pp. 1-4. IEEE, 2018. 

18. Subrato Bharati, Prajoy Podder, and Md Raihan-Al-Masud. "EEG Eye State Prediction and Classification in order to Investigate Human Cognitive State." In 2018 International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), pp. 1-4. IEEE, 2018. 

1. Subrato Bharati, and Prajoy Podder. "Performance of CNN for predicting cancerous lung nodules using LightGBM." Artificial Intelligence for Data-Driven Medical Diagnosis (1): 1-18, 2021.

2. Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, and Utku Kose. "Explainable Artificial Intelligence (XAI) with IoHT for Smart Healthcare: A Review." Interpretable Cognitive Internet of Things for Healthcare (2023): 1-24, 2023

3. Subrato Bharati, Tanvir Zaman Khan, Prajoy Podder, and Nguyen Quoc Hung. "A comparative analysis of image denoising problem: noise models, denoising filters and applications." In Cognitive Internet of Medical Things for Smart Healthcare, pp. 49-66. Springer, Cham, 2021. 

4. Prajoy Podder, Subrato Bharati, M. Rubaiyat Hossain Mondal, and Aditya Khamparia. "Rethinking the Transfer Learning Architecture for Respiratory Diseases and COVID-19 Diagnosis." Biomedical Data Analysis and Processing Using Explainable (XAI) and Responsive Artificial Intelligence (RAI) 222 (2022): 105. 

5. Subrato Bharati, Prajoy Podder, M. Rubaiyat Hossain Mondal, Priya Podder, and Utku Kose. "A review on epidemiology, genomic characteristics, spread, and treatments of COVID-19." In Data Science for COVID-19, pp. 487-505. Academic Press, 2022. 

6. AHM Shahariar Parvez, Sadiq Iqbal, Subrato Bharati, Prajoy Podder, Pinto Kumar Paul, and Aditya Khamparia. "The Role of AI, Fuzzy Logic System in Computational Biology and Bioinformatics." In Data Science for Effective Healthcare Systems, pp. 133-148. Chapman and Hall/CRC, 2022.

7. Mahadi Hasan Miraz, Mohammad Tariq Hasan, Farhana Rahman Sumi, Shumi Sarkar, Mohammad Amzad Hossain, Subrato Bharati. "Blockchain-Based Agri Manufacture Industry." Artificial Intelligence and Smart Agriculture Technology (2022).

8. Pinto Kumar Paul, Subrato Bharati, Prajoy Podder, and M. Rubaiyat Hossain Mondal. "10 The role of IoMT during pandemics." Computational Intelligence for Managing Pandemics 5 (2021): 169. 

9. Subrato Bharati, and M. Rubaiyat Hossain Mondal. "12 Applications and challenges of AI-driven IoHT for combating pandemics: a review." Computational Intelligence for Managing Pandemics 5 (2021): 213. 

10. Prajoy Podder, Subrato Bharati, Mohammad Atikur Rahman, and Utku Kose. "Transfer learning for classification of brain tumor." In Deep Learning for Biomedical Applications, pp. 315-328. CRC Press, 2021. 

11. Prajoy Podder, Subrato Bharati, and M. Rubaiyat Hossain Mondal. "10 Automated gastric cancer detection and classification using machine learning." Artificial Intelligence for Data-Driven Medical Diagnosis, De Gruyter (2021): 207-224. 

12. Prajoy Podder, Subrato Bharati, M. Rubaiyat Hossain Mondal, and Utku Kose. "Application of Machine Learning for the Diagnosis of COVID-19." In Data Science for COVID-19, pp. 175-194. Academic Press, 2021. 

13. Subrato Bharati, Prajoy Podder, M. Mondal, and Pinto Kumar Paul. "Applications and challenges of cloud integrated IoMT." In Cognitive Internet of Medical Things for Smart Healthcare, pp. 67-85. Springer, Cham, 2021. 

14. Md Robiul Alam Robel, Subrato Bharati, Prajoy Podder, and M. Rubaiyat Hossain Mondal. "IoT driven healthcare monitoring system." Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications (2020): 161-176. 

15. Md Robiul Alam Robel, Subrato Bharati, Prajoy Podder, and M. Rubaiyat Hossain Mondal. "Integrated Cloud Based Library Management in Intelligent IoT driven Applications." Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications (2020): 85-104. 

16. Mahadi Hasan Miraz, Mohammad Tariq Hasan, Farhana Rahman Sumi, Shumi Sarkar, Mohammad Amzad Hossain, and Subrato Bharati. "Blockchain-Based Agri Manufacture Industry." Artificial Intelligence and Smart Agriculture Technology, CRC Press, 2022. 

1. Utku Kose, V. B. Surya Prasath, M. Rubaiyat Hossain Mondal, Prajoy Podder, Subrato Bharati. "Artificial Intelligence and Smart Agriculture Technology." CRC Press, 2022.

2. Utku Kose, V. B. Surya Prasath, M. Rubaiyat Hossain Mondal, Prajoy Podder, Subrato Bharati. "Artificial Intelligence and Smart Agriculture Applications." CRC Press, 2022.

3. M. Rubaiyat Hossain Mondal, Utku Kose, V. B. Surya Prasath, Prajoy Podder, Subrato Bharati, Joarder Kamruzzaman. "Emerging Technologies for Combatting Pandemics: AI, IoMT, and Analytics." CRC Press, 2022.

For any collaboration, please email to subrato.bharati@ieee.org

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