Publications

Papers and books.

Selected recent work of the lab director and his collaborators. The complete list is on the director's Google Scholar profile.

2026

2026 AttentionMS-Net: An Attention-Enhanced Multi-Scale Framework for Alzheimer’s Disease Classification with Subject-Level Validation Osman Yildiz, Abdulhamit Subasi Applied Sciences 2026 ContextualGraph-LLM: A multimodal framework for enhanced Darknet traffic analysis Yujung Hwang, Furkan Kurt, Faruk Curebal, Omer Keskin, Abdulhamit Subasi Expert Systems with Applications 2026 Wearable-Based Emotion Recognition Using Electrocardiogram and Galvanic Skin Response and Instrumentation Audit: A Systematic Review Ayse Kosal Bulbul, Muhammad Irfan, Maria K. Jaakkola, Abdulhamit Subasi, Riku Klén IEEE Transactions on Instrumentation and Measurement

2025

2025 A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model Muhammad Irfan, Abdulhamit Subasi, Zhenning Tang, Laishuan Wang, Yan Xu, Chen Chen, Tomi Westerlund, Wei Chen IEEE Transactions on Biomedical Engineering 2025 Identifying Risk Factors of Substance Use in Finland: A Machine Learning Approach Ali Ünlü, Pekka Hakkarainen, Karoliina Karjalainen, Tuukka Tammi, Abdulhamit Subasi Substance Use & Misuse 2025 FiboNeXt: Investigations for Alzheimer’s Disease detection using MRI Turker Tuncer, Sengul Dogan, Abdulhamit Subasi Biomedical Signal Processing and Control

2024

2024 Time Sequence Deep Learning Model for Ubiquitous Tabular Data with Unique 3D Tensors Manipulation Adaleta Gicic, Dženana Đonko, Abdulhamit Subasi Entropy 2024 EEG-based schizophrenia classification using penalized sequential dictionary learning in the context of mobile healthcare Usman Haider, Muhammad Hanif, Ahmar Rashid, Saeed Mian Qaisar, Abdulhamit Subasi Biomedical Signal Processing and Control 2024 An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification Muhammad Irfan, Hafza Ayesha Siddiqa, Abdelwahed Nahliis, Chen Chen, Yan Xu, Laishuan Wang, Anum Nawaz, Abdulhamit Subasi, Tomi Westerlund, Wei Chen IEEE Access

Full list on Google Scholar →

Books

Textbooks and edited volumes.

Written or edited by the lab director, Abdulhamit Subasi.

Elsevier · 2024 Applications of Artificial Intelligence in Healthcare and Biomedicine Editor

Elsevier · 2024 Artificial Intelligence and Multimodal Signal Processing in Human-Machine Interaction Co-editor (with S. Mian Qaisar and H. Nisar)

Elsevier · 2024 Artificial Intelligence Applications for Brain-Computer Interfaces Co-editor

Elsevier · 2023 Applications of Artificial Intelligence in Medical Imaging Editor

Springer · 2023 Advances in Non-Invasive Biomedical Signal Sensing and Processing with Machine Learning Co-editor (with S. Mian Qaisar and H. Nisar)

Elsevier · 2020 Practical Machine Learning for Data Analysis Using Python Author

Elsevier · 2019 Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques: A MATLAB Based Approach Author