Muhammad Irfan - UTU Research Portal

Muhammad Irfan

- Senior Researcher,
Institute of Biomedicine (Faculty of Medicine)

muhammad.m.irfan@utu.fi

Publications

1 of 2

Computationally Efficient AI in Brain-Tumour MRI and Physiological Signals in Sleep and Emotion Analysis (2026) Irfan, Muhammad
(G5 Article dissertation )
Wearable-Based Emotion Recognition Using Electrocardiogram and Galvanic Skin Response and Instrumentation Audit: A Systematic Review (2026)
- IEEE Transactions on Instrumentation and Measurement
Kosal Bulbul, Ayse; Irfan, Muhammad; Jaakkola, Maria K.; Subasi, Abdulhamit; Klén, Riku
(A2 Refereed review article in a scientific journal )
A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model (2025)
- IEEE Transactions on Biomedical Engineering
Irfan, Muhammad; Subasi, Abdulhamit; Tang, Zhenning; Wang, Laishuan; Xu, Yan; Chen, Chen; Westurlund, Tomi; Chen, Wei
(A1 Refereed original research article in a scientific journal)
Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalised Healthcare (2025)
- IEEE Transactions on Consumer Electronics
Nawaz, Anum; Irfan, Muhammad; Yu, Xianjia; Aldawsari, Hamad; Alsisi, Rayan Hamza; Zou, Zhuo; Westerlund, Tomi
(A1 Refereed original research article in a scientific journal)
Camera Sensor Raw Data-Driven Video Blur Effect Prevention: Dataset and Study (2025)
- IEEE Access
Nahli, Abdelwahed; Li, Dan; Uddin, Rahim; Raza, Tahir; Irfan, Muhammad; Lu, Qiyong; Zhang, Jian Qiu
(A1 Refereed original research article in a scientific journal)
Emotion Recognition with Minimal Wearable Sensing: Multi-Domain Feature, Hybrid Feature Selection, and Personalized vs. Generalized Ensemble Model Analysis (2025)
- Proceedings (IEEE International Conference on Bioinformatics and Biomedicine)
2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Irfan, Muhammad; Nawaz, Anum; Bulbul, Ayse Kosal; Klén, Riku; Subasi, Abdulhamit; Westerlund, Tomi; Chen, Wei
(A4 Refereed article in a conference publication )
Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning (2025)
- International Joint Conference on Neural Networks
2025 International Joint Conference on Neural Networks (IJCNN) Irfan, Muhammad; Nawaz, Anum; Klén, Riku; Subasi, Abdulhamit; Westerlund, Tomi; Chen, Wei
(A4 Refereed article in a conference publication )
Multidomain Selective Feature Fusion and Stacking Based Ensemble Framework for EEG-Based Neonatal Sleep Stratification (2025)
- IEEE Journal of Biomedical and Health Informatics
Irfan, Muhammad; Wang, Laishuan; Shahid, Husnain; Xu, Yan; Subasi, Abdulhamit; Munawar, Adnan; Mustafa, Noman; Chen, Chen; Westurlund, Tomi; Chen, Wei
(A1 Refereed original research article in a scientific journal)
Smart IoT-Based Solutions for Neonatal Sleep Stratification: Single-Dual Channel EEG, AdaptiSelect, Multiview Fusion, and Rotational Ensemble Stacking (2025)
- IEEE Internet of Things Journal
Irfan, Muhammad; Wang, Laishuan; Xu, Yan; Subasi, Abdulhamit; Chen, Chen; Klén, Riku; Westerlund, Tomi; Chen, Wei
(A1 Refereed original research article in a scientific journal)
An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification (2024)
- IEEE Access
Irfan, Muhammad; Siddiqa, Hafza Ayesha; Nahliis, Abdelwahed; Chen, Chen; Xu, Yan; Wang, Laishuan; Nawaz, Anum; Subasi, Abdulhamit; Westerlund, Tomi; Chen, Wei
(A1 Refereed original research article in a scientific journal)