A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario F Valente, J Henriques, S Paredes, T Rocha, P de Carvalho, J Morais Artificial Intelligence in Medicine 117, 102113, 2021 | 22 | 2021 |
Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network M Krenn, L Buffoni, B Coutinho, S Eppel, JG Foster, A Gritsevskiy, H Lee, ... Nature Machine Intelligence, 1-10, 2023 | 18* | 2023 |
Interpretability, personalization and reliability of a machine learning based clinical decision support system F Valente, S Paredes, J Henriques, T Rocha, P de Carvalho, J Morais Data Mining and Knowledge Discovery, 1-34, 2022 | 10 | 2022 |
Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems F Valente, S Paredes, J Henriques, T Rocha, P de Carvalho, J Morais International Conference of the IEEE Engineering in Medicine & Biology …, 0 | 6* | |
Link Prediction of Artificial Intelligence Concepts using Low Computational Power F Valente 2021 IEEE International Conference on Big Data (Big Data), 5828-5832, 2021 | 3 | 2021 |
Personalized and Reliable Decision Sets: Enhancing Interpretability in Clinical Decision Support Systems F Valente, S Paredes, J Henriques ICML 2021 Workshop on Interpretable Machine Learning in Healthcare, 2021 | 2 | 2021 |
Interpretable and personalized CVD risk assessment: Innovative approaches S Paredes, J Henriques, T Rocha, F Valente, P Carvalho, J Morais EUROPEAN JOURNAL OF CLINICAL INVESTIGATION 51, 97-97, 2021 | 2 | 2021 |
ELSA Speech Analyzer: English Communication Assessment of Spontaneous Speech X Anguera, J Proença, K Gulordava, B Tarján, N Parslow, V Dobrovolskii, ... Proc. 9th Workshop on Speech and Language Technology in Education (SLaTE), 95-96, 2023 | 1 | 2023 |
Data-driven quality by design for complex generic drug products PFC Valente Data-driven quality by design for complex generic drug products, 2019 | | 2019 |