Muhammad Irfan
muhammad.m.irfan@utu.fi |
Publications
- A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model (2025)
- IEEE Transactions on Biomedical Engineering
(A1 Refereed original research article in a scientific journal) - Multidomain Selective Feature Fusion and Stacking Based Ensemble Framework for EEG-Based Neonatal Sleep Stratification (2025)
- IEEE Journal of Biomedical and Health Informatics
(A1 Refereed original research article in a scientific journal) - Smart IoT-based Solutions for Neonatal Sleep Stratification: Single-Dual Channel EEG, AdaptiSelect, Multview Fusion, & Rotational Ensemble Stacking (2025)
- IEEE Internet of Things Journal
(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
(A1 Refereed original research article in a scientific journal) - An evaluation of pretrained convolutional neural networks for stroke classification from brain CT images (2024) Applications of Artificial Intelligence in Healthcare and Biomedicine Irfan, Muhammad; Subasi, Abdulhamit; Mustafa, Noman; Westerlund, Tomi; Chen, Wei
(A3 Refereed book chapter or chapter in a compilation book) - ExposureNet: Mobile camera exposure parameters autonomous control for blur effect prevention (2024)
- IET Image Processing
(A1 Refereed original research article in a scientific journal) - Fuzzy-Based Atrous Convolution for Brain Tumor Detection Using MRI (2024)
- Symposium of Image, Signal Processing, and Artificial Vision
(A4 Refereed article in a conference publication ) - Hyperledger sawtooth based supplychain traceability system for counterfeit drugs (2024)
- Computers and Industrial Engineering
(A1 Refereed original research article in a scientific journal) - An IoT-Based Noncontact ECG System: Sole of the Feet/Hands Palm (2023)
- IEEE Internet of Things Journal
(A1 Refereed original research article in a scientific journal) - A Novel Convolutional Neural Network Deep Learning Implementation for Cuffless Heart Rate and Blood Pressure Estimation (2023)
- Applied Sciences
(A1 Refereed original research article in a scientific journal) - Edge Based Skin Cancer Decision Support System Using Machine Learning Algorithms (2023) 2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) Nawaz Anum, Irfan Muhammad, Sadiqa Hafza Ayesha, Westerlund Tomi
(A4 Refereed article in a conference publication ) - Electroencephalography (EEG) Based Neonatal Sleep Staging and Detection Using Various Classification Algorithms (2023)
- Computers, Materials and Continua
(A1 Refereed original research article in a scientific journal) - Optical Character Recognition Using Optimized Convolutional Networks (2023) 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC) Nawaz Anum, Irfan Muhammad, Westerlund Tomi
(A4 Refereed article in a conference publication ) - Non-Wearable IoT-Based Smart Ambient Behavior Observation System (2021)
- IEEE Sensors Journal
(A1 Refereed original research article in a scientific journal)
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