Muhammad Irfan

Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning (2025)

International Joint Conference on Neural Networks

Irfan, Muhammad; Nawaz, Anum; Klén, Riku; Subasi, Abdulhamit; Westerlund, Tomi; Chen, Wei

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Smart IoT-based Solutions for Neonatal Sleep Stratification: Single-Dual Channel EEG, AdaptiSelect, Multview Fusion, & 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 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

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 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

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 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

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 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

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 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

An evaluation of pretrained convolutional neural networks for stroke classification from brain CT images (2024)

Irfan, Muhammad; Subasi, Abdulhamit; Mustafa, Noman; Westerlund, Tomi; Chen, Wei

(A3 Vertaisarvioitu kirjan tai muun kokoomateoksen osa)

Fuzzy-Based Atrous Convolution for Brain Tumor Detection Using MRI (2024)

IEEE International Conference on Progress in Informatics and Computing, Symposium of Image, Signal Processing, and Artificial Vision

Irfan, Muhammad; Subasi, Abdulhamit; Mehdi, Hassan; Westerlund, Tomi; Chen, Wei

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

ExposureNet: Mobile camera exposure parameters autonomous control for blur effect prevention (2024)

IET Image Processing

Nahli, Abdelwahed; Li, Dan; Uddin, Rahim; Irfan, Muhammad; Oubibi, Mohamed; Lu, Qiyong; Zhang, Jian Qiu

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Hyperledger sawtooth based supplychain traceability system for counterfeit drugs (2024)

Computers and Industrial Engineering

Nawaz Anum, Wang Liguan, Irfan Muhammad, Westerlund Tomi

(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )

Muhammad

Irfan

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Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning (2025)

Smart IoT-based Solutions for Neonatal Sleep Stratification: Single-Dual Channel EEG, AdaptiSelect, Multview Fusion, & Rotational Ensemble Stacking (2025)

Camera Sensor Raw Data-Driven Video Blur Effect Prevention: Dataset and Study (2025)

Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalised Healthcare (2025)

A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model (2025)

Multidomain Selective Feature Fusion and Stacking Based Ensemble Framework for EEG-Based Neonatal Sleep Stratification (2025)

An evaluation of pretrained convolutional neural networks for stroke classification from brain CT images (2024)

Fuzzy-Based Atrous Convolution for Brain Tumor Detection Using MRI (2024)

ExposureNet: Mobile camera exposure parameters autonomous control for blur effect prevention (2024)

Hyperledger sawtooth based supplychain traceability system for counterfeit drugs (2024)