Publications

2024

[1] G. Oliva, A.S. Fiorillo, F. Laganà, M.M.H. Shuvo, S.K. Islam, S.A. Pullano, "Development of a sensor based on a thin layer of zeolite to monitor plant health through VOC analysis," XXII National Conference on Sensors and Microsystems (AISEM 2024), Italy, pp. 151-152, 2024.

[2] S. A. Pullano, M. Greco, G. Oliva, F. Laganà, S. K. Islam, A. S. Fiorillo, "Thermoelectric analysis of cell lines with a pyroelectric sensor," XXII National Conference on Sensors and Microsystems (AISEM 2024), Italy, 2024.

2023

[1] M. M. H. Shuvo, S. K. Islam, "Deep Multitask Learning by Stacked Long Short-Term Memory for Predicting Personalized Blood Glucose Concentration," IEEE Journal of Biomedical and Health Informatics, vol. 27, issue 3, March 2023.  doi: 10.1109/JBHI.2022.3233486.

[2] M. M. H. Shuvo, S. K. Islam, J. Cheng and B. I. Morshed, "Efficient Acceleration of Deep Learning Inference on Resource-Constrained Edge Devices: A Review," in Proceedings of the IEEE, vol. 111, no. 1, pp. 42-91, Jan. 2023, doi: 10.1109/JPROC.2022.3226481.

[3] O. Hassan, T. Paul, N. Amin, T. Titirsha, R. Thakker, D. Parvin, A. S. M. Mosa, and S. K. Islam , "An Optimized Hardware Inference of SABiNN: Shift-Accumulate Binarized Neural Network for Sleep Apnea Detection," in IEEE Transactions on Instrumentation and Measurement, doi: 10.1109/TIM.2023.3279880.

[4] M.M. Hossain, M.M.H. Shuvo, and S.K. Islam, "Modeling of Enhancement Mode HEMT with Π-Gate Optimization for High Power Applications," International Journal of High Speed Electronics and Systems, 32(02n04), p.2350006, 2023.

[5] G. Oliva, A. S. Fiorillo, S. K. Islam, and S. A. Pullano, "Detection of Propionic Acids Trapped in Thin Zeolite Layer Using Thermal Desorption Analysis," vol. 23, no. 17, p. 7352, Sensors, 2023.

[6] M. M. H. Shuvo, M. M. Hossain, O. Hassan, and S. K. Islam, "Predictive Modeling of Blood Glucose Dynamics in Type-I Diabetes for Next-Generation AI-Enabled Wearable Medical Devices," Connecticut Symposium on Microelectronics & Optoelectronics, 2023.

2022

[1] M. M. H. Shuvo, N. Ahmed, H. Islam, K. Alaboud, J. Cheng, A. S. M. Mosa, S. K. Islam, "Machine Learning Embedded Smartphone Application for Early-Stage Diabetes Risk Assessment," 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2022, pp. 1-6, doi: 10.1109/MeMeA54994.2022.9856420.

[2] O. Hassan, T. Paul, R. Thakker, D. Parvin, M. M. H. Shuvo, A. S. M. Mosa, S. K. Islam, "A Multi-Sensor Based Automatic Sleep Apnea Detection System for Adults Using Neural Network Inference on FPGA," 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2022, pp. 1-6, doi: 10.1109/MeMeA54994.2022.9856509.

[3] O. Hassan, R. Thakker, T. Paul, D. Parvin, A. S. Mohammad Mosa and S. K. Islam, "SABiNN: FPGA Implementation of Shift Accumulate Binary Neural Network Model for Real-Time Automatic Detection of Sleep Apnea," 2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2022, pp. 1-6, doi: 10.1109/I2MTC48687.2022.9806534.

[4] Wu, G., Zhang, N., Matarasso, A., Heck, I., Li, H., Lu, W., ... & Zhang, Y. (2022). Implantable Aptamer-Graphene Microtransistors for Real-Time Monitoring of Neurochemical Release in Vivo. Nano Letters.

[5] Hassan, O., Paul, T., Shuvo, M. H., Parvin, D., Thakker, R., Chen, M., ... & Islam, S. K. (2022). Energy Efficient Deep Learning Inference Embedded on FPGA for Sleep Apnea Detection. Journal of Signal Processing Systems, 1-11.

[6] Islam, A. B., Costinett, D., & Islam, S. K. (2022). Wireless Power Transfer, Recovery, and Data Telemetry for Biomedical Applications. In Handbook of Biochips (pp. 1107-1127). Springer, New York, NY.

[7] Paul T, Hassan O, Alaboud K, Islam H, Rana MKZ, Islam SK, Mosa ASM. ECG and SpO2 Signal-Based Real-Time Sleep Apnea Detection Using Feed-Forward Artificial Neural Network. AMIA Annu Symp Proc. 2022 May 23;2022:379-385. PMID: 35854719; PMCID: PMC9285163.

2021

[1] Shuvo, M. M. H., Hassan, O., Parvin, D., Chen, M., & Islam, S. K. (2021, May). An Optimized Hardware Implementation of Deep Learning Inference for Diabetes Prediction. In 2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) (pp. 1-6). IEEE.

[2] Parvin, D., Hassan, O., Oh, T., & Islam, S. K. (2021, May). RF Energy Harvester Integrated Self-Powered Wearable Respiratory Monitoring System. In 2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) (pp. 1-6). IEEE.

2020

[1] Oh, T., Parvin, D., Hassan, O., Shamsir, S., & Islam, S. K. (2020). MPPT integrated DC–DC boost converter for RF energy harvester. IET Circuits, Devices & Systems, 14(7), 1086-1091.

[2] Hassan, O., Parvin, D., & Kamrul, S. (2020, August). Machine learning model based digital hardware system design for detection of sleep apnea among neonatal infants. In 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS) (pp. 607-610). IEEE.

[3] Hassan, O., Shamsir, S., & Islam, S. K. (2020, June). Machine Learning Based Hardware Model for a Biomedical System for Prediction of Respiratory Failure. In 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (pp. 1-5). IEEE.

[4] Pullano, S. A., Greco, M., Fiorillo, S. A., Mahbub, I., Tasneem, N. T., Shamsir, S., & Islam, S. K. (2020, June). Design and fabrication of an EGFET based chemical sensor using transistor association technique. In 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (pp. 1-5). IEEE.

[5] Shamsir, S., Hassan, O., & Islam, S. K. (2020, May). Smart infant-monitoring system with machine learning model to detect physiological activities and ambient conditions. In 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) (pp. 1-6). IEEE.

[6] Shamsir, S., Hasan, M. S., Hassan, O., Paul, P. S., Hossain, M. R., & Islam, S. K. (2020). Semiconductor Device Modeling and Simulation for Electronic Circuit Design. In Modeling and Simulation in Engineering-Selected Problems. IntechOpen.

[7] Parvin, D., Hassan, O., Oh, T., & Islam, S. K. (2020). Design of a Smart Maximum Power Point Tracker (MPPT) for RF Energy Harvester. International Journal of High Speed Electronics and Systems, 29(01n04), 2040006.

[8] Shamsir, S., Garcia, F., & Islam, S. K. (2020). Modeling of enhancement-mode GaN-GIT for high-power and high-temperature application. IEEE Transactions on Electron Devices, 67(2), 588-594.