Berta Sousa

According to our database, Berta Sousa authored at least 6 papers between 2021 and 2023.

Collaborative distances:

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

2023

Predicting Quality of Life for Breast Cancer Patients ^*.

Christos Raspoptsis, Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Paula Poikonen-Saksela, Panagiotis G. Simos, Evangelos Karademas, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Dimitrios I. Fotiadis

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study.

Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Impact of Machine Learning Assistance on the Quality of Life Prediction for Breast Cancer Patients.

Mikko Nuutinen, Sonja Korhonen, Anna-Maria Hiltunen, Ira Haavisto, Paula Poikonen-Saksela, Johanna Mattson, Haridimos Kondylakis, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Riikka-Leena Leskelä

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis.

Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Evangelos Karademas, Kostas Marias, Ketti Mazzocco, Paula Poikonen-Saksela, Ruth Pat-Horenczyk, Berta Sousa, Panagiotis G. Simos, Dimitrios I. Fotiadis

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects.

Konstantina Kourou, Georgios C. Manikis, Paula Poikonen-Saksela, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Albino J. Oliveira-Maia, Johanna Mattson, Ilan Roziner, Greta Pettini, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Panagiotis G. Simos, Dimitrios I. Fotiadis

Comput. Biol. Medicine, 2021

Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests¹.

Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021