Machine Learning, Health Informatics, Deep Learning, Medical Imaging, Digital Signal and Image Processing, Computational Intelligence

Selected Published Papers

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, 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. 

3. 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.

4. 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. 

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. Prajoy  Podder, Sanchita Rani Das, M. Rubaiyat Hossain 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.

7. 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

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

9. 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. 

10. 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. 

11. 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. 

12. 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, (2020): 125-137.

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Edited Books

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