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Publications

Opens Shidhartho Roy's google scholar homepage
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Journals

Roy, S., Islam, M., Yusuf, M. S. U., & Jahan, N. (2022). EEG based stress analysis using rhythm specific spectral feature for video game play. Computers in Biology and Medicine, 148, 105849.

Hossain, E., Roy, S., Mohammad, N., Nawar, N., & Dipta, D. R. (2021). Metrics and enhancement strategies for grid resilience and reliability during natural disasters. Applied Energy, 290, 116709.

Hasan, M. K., Alam, M. A., Elahi, M. T. E., Roy, S., & Martí, R. (2021). DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image. Artificial Intelligence in Medicine, 111, 102001

Hasan, M. K., Alam, M. A., Roy, S., Dutta, A., Jawad, M. T., & Das, S. (2021). Missing value imputation affects the performance of machine learning: A review and analysis of the literature (2010–2021). Informatics in Medicine Unlocked, 27, 100799.

Hasan, M. K., Alam, M. A., Dahal, L., Roy, S., Wahid, S. R., Elahi, M. T. E., Martí, R., & Khanal, B. (2022). Challenges of deep learning methods for COVID-19 detection using public datasets. Informatics in Medicine Unlocked, 30, 100945.

Hasan, M. K., Roy, S., Mondal, C., Alam, M. A., Elahi, M. T. E., Dutta, A., Raju, S. M. T. U., Jawad, M. T., & Ahmad, M. (2021). Dermo-DOCTOR: A framework for concurrent skin lesion detection and recognition using a deep convolutional neural network with end-to-end dual encoders. Biomedical Signal Processing and Control, 68, 102661.

Ghosh, T. K., Hasan, M. K., Roy, S., Alam, M. A., Hossain, E., & Ahmad, M. (2021). Multi-class probabilistic atlas-based whole heart segmentation method in cardiac CT and MRI. IEEE Access, 9, 66948-66964.

Conference presentations

Roy, S., Islam, M., Yusuf, M. S. U., & Rohan, T. I. (2020). Frequency Impact Analysis with Music-Evoked Stimulated Potentials on Human Brain. Innovations in Electronics and Communication Engineering: Proceedings of the 8th ICIECE 2019 (Vol. 1).

Roy, S., Yusuf, M. S. U., Islam, M., & Rohan, T. I. (2019). Age-based Mood Swing Analysis and Brain Mapping for Music Genre. In 2019 5th International Conference on Advances in Electrical Engineering (ICAEE) (pp. 1-5).

Hasan, M. K., Aleef, T. A., & Roy, S. (2020). Automatic Mass Classification in Breast Using Transfer Learning of Deep Convolutional Neural Network and Support Vector Machine. In 2020 IEEE Region 10 Symposium (TENSYMP) (pp. 110-113).

Yusuf, M. S. U., Islam, M., & Roy, S. (2019). Stress Identification during Sustained Mental Task and Brain Relaxation Modeling with Band Power Ratio. In 2019 4th International Conference on Electrical Information and Communication Technology (EICT) (pp. 1-5).

Hasan, M. K., Aleef, T. A., & Roy, S. (2020). Automatic Mass Classification in Breast Using Transfer Learning of Deep Convolutional Neural Network and Support Vector Machine. In 2020 IEEE Region 10 Symposium (TENSYMP) (pp. 110-113).

Rohan, T. I., Yusuf, M. S. U., Islam, M., & Roy, S. (2020). Efficient Approach to Detect Epileptic Seizure using Machine Learning Models for Modern Healthcare System. In 2020 IEEE Region 10 Symposium (TENSYMP) (pp.1783-1786).

Rohan, T. I., Yusuf, M. S. U., Islam, M., & Roy, S. (2020). Efficient Approach to Detect Epileptic Seizure using Machine Learning Models for Modern Healthcare System. In 2020 IEEE Region 10 Symposium (TENSYMP) (pp.1783-1786).

Preprint

Hasan, M., Alam, M., Elahi, M., Toufick, E., Roy, S., & Wahid, S. R. (2020). CVR-Net: A deep convolutional neural network for coronavirus recognition from chest radiography images. arXiv preprint arXiv:2007.11993.

Posters

Roy, S., Cao, J., Duong, A., Wu, J., Bharadwaj, S., Mossazghi, N., Meinert-Spyker, E., Grover, P., Kainerstorfer, J.M. & Wood, S. Towards elimination of hair-type and skin color biases in Near-infrared spectroscopy. 2023. Presented at CMU-Africa Day, Carnegie Mellon University, Pittsburgh, PA.

Hospital-based health care monitoring system development (2019) Technical Poster Presentation, Ignition

Heartbeat calculation from PPG signal (2019) Technical Poster Presentation, Techfiesta

Waste to Energy power plant design (2018) Technical Poster Presentation, Ignition

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