All Publications

D. Kalita, H. Sharma, and M. K. Baig,"Deep learning on edge and cloud for intelligent monitoring and decision making in artificial pancreas", Expert Systems with Applications, vol.295, no.128833, Elsevier 2026, View Details       Article

D. Kalita, H. Sharma, M. K. Baig, and A. Dash,"Automatic physical activity recognition using multichannel, fusion CNN-BiGRU-Bahdanau attention networks", Medical Engineering & Physics, vol.147, no.1, IOP Science, January 2026, View Details       Article

S. Basu, B. Mallick, A. Singh, and M. K. Baig,"Projection of epigenetic markers of type 2 diabetes reveal pancreatic cancer prognostic tumour states", in 2026 IEEE International Conference for Convergence in Computing Technology (I3CTCON), IEEE, Lonavala, India, March 2026, View Details       Inproceedings

S. Abdullah, S. Basu, D. Kalita, and M. K. Baig,"Towards a minimally invasive platform for point-of-care early detection of NAFLD through rapid profiling of MDA and TNF-a with synthetic MIP receptors", in 2026 IEEE Applied Sensing Conference (APSCON), IEEE, Delhi, India, February 2026, View Details       Inproceedings

S. Basu, A. Dash, D. Kalita, A. Singh, C. Toumazou, and M. K. Baig,"Integrating transcriptomics and gene-level interpretable probabilistic Tsetlin Machine reveals elevated pancreatic cancer risk in Type 2 diabetes", Computational Biology and Chemistry, Elsevier, June 2026, View Details       Article

D. Kalita and M. K. Baig,"Multivariate glucose forecasting using deep multihead attention layers inside neural basis expansion networks", Journal of Biomedical and Health Informatics, vol.29, no.5, pp.3654 - 3663, IEEE 2025, View Details       Article

D. Kalita, H. Sharma, and M. K. Baig,"Neural hierarchical interpolation for glucose time series forecasting in artificial pancreas with integration of physical activity", in TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON), IEEE, March 2025, 10.1109/TENCON61640.2024.10903073       Inproceedings

H. Sharma, D. Kalita, and M. K. Baig,"Impact of Gold Coating Methods on Sensing Performance of Enzymatic Glucose Sensors", IEEE Sensors Letters, vol.10, no.2, IEEE, December 2025, View Details       Article

D. Kalita, S. Patoju, A. Dash, H. Sharma, and M. K. Baig,"Impact of CLAHE and Gaussian Smoothing for Optimized Deep Learning Based Diabetic Retinopathy Detection", in 2025 IEEE 6th India Council International Subsections Conference (INDISCON), IEEE, August 2025, View Details       Inproceedings

D. Kalita, H. Sharma, and M. K. Baig,"TimeGPT-inspired temporal convolutional networks with cross-attention layers for glucose forecasting in artificial pancreas", in 2025 IEEE Biomedical Circuits and Systems Conference (BioCAS), pp.11-15, IEEE, Abu Dhabi, United Arab Emirates, October 2025, View Details       Inproceedings