Empirical Mode Decomposition Coupled with Fast Fourier Transform based Feature Extraction Method for Motor Imagery Tasks Classification. - Md Nahidul Islam; Norizam Sulaiman; Mamunur Rashid; Bifta Sama Bari; Md Jahid Hasan; Mahfuzah Mustafa; Mohd Shawal Jadin (ICSET, 2020)

A real-time approach of diagnosing rice leaf disease using deep learning-based faster R-CNN framework. - Bifta Sama Bari; Md Nahidul Islam; Mamunur Rashid; Md Jahid Hasan; Mohd Azraai Mohd Razman; Rabiu Muazu Musa; Ahmad Fakhri Ab. Nasir; Anwar P. P. Abdul Majeed (PeerJ Comput. Sci., 2021)

Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline. - Md Nahidul Islam; Norizam Sulaiman; Fahmid Al Farid; Jia Uddin; Salem A. Alyami; Mamunur Rashid; Anwar P. P. Abdul Majeed; Mohammad Ali Moni (PeerJ Comput. Sci., 2021)

New Hybrid Deep Learning Approach Using BiGRU-BiLSTM and Multilayered Dilated CNN to Detect Arrhythmia. - Md. Shofiqul Islam; Md Nahidul Islam; Noramiza Hashim; Mamunur Rashid; Bifta Sama Bari; Fahmid Al Farid (IEEE Access, 2022)

Multimodal Hybrid Deep Learning Approach to Detect Tomato Leaf Disease Using Attention Based Dilated Convolution Feature Extractor with Logistic Regression Classification. - Md. Shofiqul Islam; Sunjida Sultana; Fahmid Al Farid; Md Nahidul Islam; Mamunur Rashid; Bifta Sama Bari; Noramiza Hashim; Mohd Nizam Husen (Sensors, 2022)

Challenges issues and future recommendations of deep learning techniques for SARS-CoV-2 detection utilising X-ray and CT images: a comprehensive review. - Md. Shofiqul Islam; Fahmid Al Farid; F. M. Javed Mehedi Shamrat; Md Nahidul Islam; Mamunur Rashid; Bifta Sama Bari; Junaidi Abdullah; Muhammad Nazrul Islam; Md. Akhtaruzzaman; Muhammad Nomani Kabir; Sarina Mansor; Hezerul Abdul Karim (PeerJ Comput. Sci., 2024)

DistilRoBiLSTMFuse: an efficient hybrid deep learning approach for sentiment analysis. - Sonia Khan Papia; Md Asif Khan; Tanvir Habib; Mizanur Rahman; Md Nahidul Islam (PeerJ Comput. Sci., 2024)

Real-Time EEG Signal Analysis for Microsleep Detection: Hyper-Opt-ANN as a Key Solution. - Md Mahmudul Hasan; Md Nahidul Islam; Norizam bin Sulaiman; Mirza Mahfuj Hossain; Jorge M. Mendes (IEEE Access, 2025)