Johan Sanmartin Berglund

According to our database, Johan Sanmartin Berglund authored at least 11 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Correction to: Machine Learning for Dementia Prediction: A Systematic Review and Future Research Directions.

Ashir Javeed, Ana Luiza Dallora, Johan Sanmartin Berglund, Arif Ali, Liaqat Ali, Peter Anderberg

J. Medical Syst., December, 2024

Unveiling Cancer: A Data-Driven Approach for Early Identification and Prediction Using F-RUS-RF Model.

Ashir Javeed, Peter Anderberg, Muhammad Asim Saleem, Ahmad Nauman Ghazi, Johan Sanmartin Berglund

Int. J. Imaging Syst. Technol., 2024

Prediction of dementia based on older adults' sleep disturbances using machine learning.

Joel Nyholm, Ahmad Nauman Ghazi, Sarah Nauman Ghazi, Johan Sanmartin Berglund

Comput. Biol. Medicine, 2024

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

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

Artif. Intell. Medicine, 2024

Optimizing Depression Prediction in Older Adults: A Comparative Study of Feature Extraction and Machine Learning Models.

Ashir Javeed, Peter Anderberg, Ahmad Nauman Ghazi, Asim Javeed, Ana Luiza Dallora, Johan Sanmartin Berglund

Proceedings of the International Conference on Control, Automation and Diagnosis, 2024

2023

Machine Learning for Dementia Prediction: A Systematic Review and Future Research Directions.

Ashir Javeed, Ana Luiza Dallora, Johan Sanmartin Berglund, Arif Ali, Liaqat Ali, Peter Anderberg

J. Medical Syst., December, 2023

Predictive Power of XGBoost_BiLSTM Model: A Machine-Learning Approach for Accurate Sleep Apnea Detection Using Electronic Health Data.

Ashir Javeed, Johan Sanmartin Berglund, Ana Luiza Dallora, Muhammad Asim Saleem, Peter Anderberg

Int. J. Comput. Intell. Syst., December, 2023

2021

A Solution with Bluetooth Low Energy Technology to Support Oral HealthCare Decisions for Improving Oral Hygiene.

Omsri Kumar Aeddula, Johan Flyborg, Tobias Larsson, Peter Anderberg, Johan Sanmartin Berglund, Stefan Renvert

Proceedings of the ICMHI 2021: 5th International Conference on Medical and Health Informatics, 2021

2016

Prognosis of Dementia Employing Machine Learning and Microsimulation Techniques: A Systematic Literature Review.

Ana Luiza Dallora, Shahryar Eivazzadeh, Emilia Mendes, Johan Sanmartin Berglund, Peter Anderberg

Proceedings of the International Conference on ENTERprise Information Systems/International Conference on Project MANagement/International Conference on Health and Social Care Information Systems and Technologies, 2016

2015

Factors influencing Internet usage in older adults (65 years and above) living in rural and urban Sweden.

Jessica S. Berner, Mikael Rennemark, Claes Jogreus, Peter Anderberg, Anders Sköldunger, Maria Wahlberg, Sölve Elmståhl, Johan Sanmartin Berglund

Health Informatics J., 2015

2013

Factors associated with change in Internet usage of Swedish older adults (2004-2010).

Jessica S. Berner, Mikael Rennemark, Claes Jogreus, Johan Sanmartin Berglund

Health Informatics J., 2013