A Hybrid Approach for Human Activity Recognition with Support Vector Machine and 1D Convolutional Neural Network. - Md Maruf Hossain Shuvo; Nafis Ahmed; Koundinya Nouduri; Kannappan Palaniappan (AIPR, 2020)

Multi-focus Image Fusion for Confocal Microscopy Using U-Net Regression Map. - Md Maruf Hossain Shuvo; Yasmin M. Kassim; Filiz Bunyak; Olga V. Glinskii; Leike Xie; Vladislav V. Glinsky; Virginia H. Huxley; Mahesh M. Thakkar; Kannappan Palaniappan (ICPR, 2020)

An Optimized Hardware Implementation of Deep Learning Inference for Diabetes Prediction. - Md Maruf Hossain Shuvo; Omiya Hassan; Dilruba Parvin; Mengrui Chen; Syed Kamrul Islam (I2MTC, 2021)

A Multi-Sensor Based Automatic Sleep Apnea Detection System for Adults Using Neural Network Inference on FPGA. - Omiya Hassan; Tanmoy Paul; Rushil Thakker; Dilruba Parvin; Md Maruf Hossain Shuvo; Abu Saleh Mohammad Mosa; Syed Kamrul Islam (MeMeA, 2022)

Machine Learning Embedded Smartphone Application for Early-Stage Diabetes Risk Assessment. - Md Maruf Hossain Shuvo; Nafis Ahmed; Humayera Islam; Khuder Alaboud; Jianlin Cheng; Abu Saleh Mohammad Mosa; Syed Kamrul Islam (MeMeA, 2022)

Energy Efficient Deep Learning Inference Embedded on FPGA for Sleep Apnea Detection. - Omiya Hassan; Tanmoy Paul; Md Maruf Hossain Shuvo; Dilruba Parvin; Rushil Thakker; Mengrui Chen; Abu Saleh Mohammad Mosa; Syed Kamrul Islam (J. Signal Process. Syst., 2022)

Unraveling the Potential of Heart Rate Variability for Type 1 Diabetes Prediction. - Md Maruf Hossain Shuvo; Twisha Titirsha; Syed Kamrul Islam (BATS, 2023)

Efficient Acceleration of Deep Learning Inference on Resource-Constrained Edge Devices: A Review. - Md Maruf Hossain Shuvo; Syed Kamrul Islam; Jianlin Cheng; Bashir I. Morshed (Proc. IEEE, 2023)

Deep Multitask Learning by Stacked Long Short-Term Memory for Predicting Personalized Blood Glucose Concentration. - Md Maruf Hossain Shuvo; Syed Kamrul Islam (IEEE J. Biomed. Health Informatics, 2023)

Correction to: Energy Efficient Deep Learning Inference Embedded on FPGA for Sleep Apnea Detection. - Omiya Hassan; Tanmoy Paul; Md Maruf Hossain Shuvo; Dilruba Parvin; Rushil Thakker; Mengrui Chen; Abu Saleh Mohammad Mosa; Syed Kamrul Islam (J. Signal Process. Syst., 2023)

Development of a Sensor Based on a Thin Layer of Zeolite to Monitor Plant Health Through VOC Analysis. - G. Oliva; Antonino S. Fiorillo; Filippo Laganà; Md Maruf Hossain Shuvo; Syed K. Islam; Salvatore A. Pullano (AISEM, 2024)

Long-Term Predictive Analytics of Continuous Glucose Sensing for Enhanced Glycemic Control. - Md Maruf Hossain Shuvo; Twisha Titirsha; Giuseppe Oliva; Salvatore A. Pullano; Syed Kamrul Islam (ISVLSI, 2024)

Reliability Analysis of Phase Change Memory-Based Neuromorphic Circuits. - Twisha Titirsha; Md Maruf Hossain Shuvo; Syed Kamrul Islam (ISVLSI, 2024)

Design of a Power-Efficient Digital Classifier for Neural Network-Based Sleep Apnea Detection System. - Omiya Hassan; Md Maruf Hossain Shuvo; Tanmoy Paul; Salvatore Andrea Pullano; Syed Kamrul Islam (MeMeA, 2024)

Enhancing Personalization and Mitigating Inter-Patient Variability in Continuous Blood Glucose Prediction Using Multi-Task Deep LSTMs. - Md Maruf Hossain Shuvo; Twisha Titirsha; K. S. M. Tozammel Hossain; Guido Lastra Gonzalez; Syed Kamrul Islam (MeMeA, 2024)

Hill Climbing for Efficient Spiking Neural Network Acceleration on Neuromorphic Chips. - Tvisha Titirsha; Md Maruf Hossain Shuvo; Shahrin Akter; Syed Kamrul Islam (MWSCAS, 2024)

Enhancing Personalized Blood Glucose Prediction: Deep Learning Insights From Ablation Study on Wearable Sensor Data. - Md Maruf Hossain Shuvo; Twisha Titirsha; Guido Lastra Gonzalez; Syed Kamrul Islam (IEEE Access, 2024)

Design of an Electronic Interface for Single-Photon Avalanche Diodes. - Salvatore A. Pullano; Giuseppe Oliva; Twisha Titirsha; Md Maruf Hossain Shuvo; Syed Kamrul Islam; Filippo Laganà; Antonio La Gatta; Antonino S. Fiorillo (Sensors, 2024)

Explainable AI for Hypoglycemia Detection in Type 1 Diabetes Using Single-Lead ECG Signals. - Md Rifatul Islam; Syed Kamrul Islam; Md Maruf Hossain Shuvo (MeMeA, 2025)