Muhammad Irfan
muhammad.m.irfan@utu.fi |
- A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model (2025)
- IEEE Transactions on Biomedical Engineering
- Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalised Healthcare (2025)
- IEEE Transactions on Consumer Electronics
- Camera Sensor Raw Data-Driven Video Blur Effect Prevention: Dataset and Study (2025)
- IEEE Access
- Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning (2025)
- International Joint Conference on Neural Networks
- Multidomain Selective Feature Fusion and Stacking Based Ensemble Framework for EEG-Based Neonatal Sleep Stratification (2025)
- IEEE Journal of Biomedical and Health Informatics
- 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
- An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification (2024)
- IEEE Access
- 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
- ExposureNet: Mobile camera exposure parameters autonomous control for blur effect prevention (2024)
- IET Image Processing
- Fuzzy-Based Atrous Convolution for Brain Tumor Detection Using MRI (2024)
- Symposium of Image, Signal Processing, and Artificial Vision
- Hyperledger sawtooth based supplychain traceability system for counterfeit drugs (2024)
- Computers and Industrial Engineering
- An IoT-Based Noncontact ECG System: Sole of the Feet/Hands Palm (2023)
- IEEE Internet of Things Journal
- A Novel Convolutional Neural Network Deep Learning Implementation for Cuffless Heart Rate and Blood Pressure Estimation (2023)
- Applied Sciences
- 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
- Electroencephalography (EEG) Based Neonatal Sleep Staging and Detection Using Various Classification Algorithms (2023)
- Computers, Materials and Continua
- 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
- Non-Wearable IoT-Based Smart Ambient Behavior Observation System (2021)
- IEEE Sensors Journal
UTU Research Portal