PUBLICATIONS

Authors: Alper Idrisoglu, Ana Luiza Dallora Moraes, Abbas Cheddad, Peter Anderberg, Andreas Jakobsson, Johan Sanmartin Berglund

Title: Vowel segmentation impact on machine learning classification for chronic obstructive pulmonary disease

Journal: Scientific Reports

ISSN: 2045-2322

Volume: 15

Year: 2025

DOI: https://doi.org/10.1038/s41598-025-95320-3

Authors: Alper Idrisoglu, Ana Luiza Dallora, Abbas Cheddad, Peter Anderberg, Andreas Jakobsson, Johan Sanmartin Berglund

Title: COPDVD: Automated classification of chronic obstructive pulmonary disease on a new collected and evaluated voice dataset

Journal: Artificial Intelligence in Medicine

ISSN: 0933-3657

Volume: 156

Year: 2024

DOI: https://doi.org/10.1016/j.artmed.2024.102953

Authors: Alper Idrisoglu, Saleh Javadi

Title: Perceptions of International Students in a Higher Education Institute in Sweden

Journal: 2024 5th International Conference in Electronic Engineering, Information Technology & Education (EEITE)

Year: 2024

DOI: https://doi.org/10.1109/eeite61750.2024.10654405

Authors: Alper Idrisoglu, Ana Luiza Dallora, Peter Anderberg, Johan Sanmartin Berglund

Title: Applied Machine Learning Techniques to Diagnose Voice-Affecting Conditions and Disorders: Systematic Literature Review

Journal: Journal of Medical Internet Research

ISSN: 1438-8871

Volume: 25

Year: 2023

DOI: https://doi.org/10.2196/46105

Authors: Ashir Javeed, Ana Luiza Dallora, Johan Sanmartin Berglund, Alper Idrisoglu, Liaqat Ali, Hafiz Tayyab Rauf, Peter Anderberg

Title: Early Prediction of Dementia Using Feature Extraction Battery (FEB) and Optimized Support Vector Machine (SVM) for Classification

Journal: Biomedicines

ISSN: 2227-9059

Volume: 11

Year: 2023

DOI: https://doi.org/10.3390/biomedicines11020439