Johan Sanmartin Berglund

13 papers A 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Predicting Depression in Older Adults: A Novel Feature Selection and Neural Network Framework.
Neural Process. Lett.
Ashir Javeed, Peter Anderberg, Ahmad Nauman Ghazi, Muhammad Asim Saleem, Johan Sanmartin Berglund
2025 — conf
Wired and not Tired? Internet Use and Sleep in Older Adults.
HCI (77)
Sarah Nauman Ghazi, Peter Anderberg, Johan Sanmartin Berglund
2024 J jnl
COPDVD: Automated classification of chronic obstructive pulmonary disease on a new collected and evaluated voice dataset.
Artif. Intell. Medicine
Alper Idrisoglu, Ana Luiza Dallora, Abbas Cheddad, Peter Anderberg, Andreas Jakobsson, Johan Sanmartin Berglund
2024 J jnl
Correction to: Machine Learning for Dementia Prediction: A Systematic Review and Future Research Directions.
J. Medical Syst.
Ashir Javeed, Ana Luiza Dallora, Johan Sanmartin Berglund, Arif Ali, Liaqat Ali, Peter Anderberg
2024 A conf
Optimizing Depression Prediction in Older Adults: A Comparative Study of Feature Extraction and Machine Learning Models.
ICCAD
Ashir Javeed, Peter Anderberg, Ahmad Nauman Ghazi, Asim Javeed, Ana Luiza Dallora, Johan Sanmartin Berglund
2024 J jnl
Prediction of dementia based on older adults' sleep disturbances using machine learning.
Comput. Biol. Medicine
Joel Nyholm, Ahmad Nauman Ghazi, Sarah Nauman Ghazi, Johan Sanmartin Berglund
2024 J jnl
Unveiling Cancer: A Data-Driven Approach for Early Identification and Prediction Using F-RUS-RF Model.
Int. J. Imaging Syst. Technol.
Ashir Javeed, Peter Anderberg, Muhammad Asim Saleem, Ahmad Nauman Ghazi, Johan Sanmartin Berglund
2023 J jnl
Machine Learning for Dementia Prediction: A Systematic Review and Future Research Directions.
J. Medical Syst.
Ashir Javeed, Ana Luiza Dallora, Johan Sanmartin Berglund, Arif Ali, Liaqat Ali, Peter Anderberg
2023 J jnl
Predictive Power of XGBoost_BiLSTM Model: A Machine-Learning Approach for Accurate Sleep Apnea Detection Using Electronic Health Data.
Int. J. Comput. Intell. Syst.
Ashir Javeed, Johan Sanmartin Berglund, Ana Luiza Dallora, Muhammad Asim Saleem, Peter Anderberg
2021 — conf
A Solution with Bluetooth Low Energy Technology to Support Oral HealthCare Decisions for Improving Oral Hygiene.
ICMHI
Omsri Kumar Aeddula, Johan Flyborg, Tobias Larsson, Peter Anderberg, Johan Sanmartin Berglund, Stefan Renvert
2016 — conf
Prognosis of Dementia Employing Machine Learning and Microsimulation Techniques: A Systematic Literature Review.
CENTERIS/ProjMAN/HCist
Ana Luiza Dallora, Shahryar Eivazzadeh, Emilia Mendes, Johan Sanmartin Berglund, Peter Anderberg
2015 J jnl
Factors influencing Internet usage in older adults (65 years and above) living in rural and urban Sweden.
Health Informatics J.
Jessica S. Berner, Mikael Rennemark, Claes Jogreus, Peter Anderberg, Anders Sköldunger, Maria Wahlberg, Sölve Elmståhl, Johan Sanmartin Berglund
2013 J jnl
Factors associated with change in Internet usage of Swedish older adults (2004-2010).
Health Informatics J.
Jessica S. Berner, Mikael Rennemark, Claes Jogreus, Johan Sanmartin Berglund