A Multi-task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks. - Qiuling Suo; Fenglong Ma; Giovanni Canino; Jing Gao 004; Aidong Zhang; Pierangelo Veltri; Agostino Gnasso (AMIA, 2017)

On Blood Viscosity and Its Correlation with Biological Parameters. - Patrizia Vizza; Giuseppe Tradigo; Marianna Parrilla; Pietro Hiram Guzzi; Agostino Gnasso; Pierangelo Veltri (ICCS (2), 2018)

An Attention-based Recurrent Neural Networks Framework for Health Data Analysis. - Qiuling Suo; Fenglong Ma; Giovanni Canino; Jing Gao 004; Aidong Zhang; Agostino Gnasso; Giuseppe Tradigo; Pierangelo Veltri (SEBD, 2018)

A preliminary investigation of diabetic nephropathy biomarkers through machine learning approaches. - Nicola Cortese; Antonio Cutruzzolà; Anna Procopio; Paolo Zaffino; Carmine Scalzi; Agostino Gnasso; Concetta Irace; Carlo Cosentino (BIBM, 2024)

Forecasting glucose values for patients with type 1 diabetes using heart rate data. - Raffaele Giancotti; Pietro Bosoni; Patrizia Vizza; Giuseppe Tradigo; Agostino Gnasso; Pietro Hiram Guzzi; Riccardo Bellazzi; Concetta Irace; Pierangelo Veltri (Comput. Methods Programs Biomed., 2024)

Extending Explainable Ensemble Trees (E2Tree) to regression contexts. - Massimo Aria; Agostino Gnasso; Carmela Iorio; Marjolein Fokkema (CoRR, 2024)

Explainable Ensemble Trees. - Massimo Aria; Agostino Gnasso; Carmela Iorio; Giuseppe Pandolfo (Comput. Stat., 2024)