Sabina Tangaro

• Air pollution and mortality for cancer of the respiratory system in Italy

  Open Access•Donato Romano, Pierfrancesco Novielli et al.•ARTICLE•Frontiers in Public Health•2024

  Añadir item

  Respiratory system cancer, encompassing lung, trachea and bronchus cancer, constitute a substantial and evolving public health challenge. Since pollution plays a prominent cause in the development of this disease, identifying which substances are most harmful is fundamental for implementing policies aimed at reducing exposure to these substances. We propose an approach based on explainable artificial intelligence (XAI) based on remote sensing dat…

• Brain Age Prediction With Morphological Features Using Deep Neural Networks

  Open Access•Angela Lombardi, A Monaco et al.•ARTICLE•Frontiers in Psychiatry•2021

  Añadir item

  Morphological changes in the brain over the lifespan have been successfully described by using structural magnetic resonance imaging (MRI) in conjunction with machine learning (ML) algorithms. International challenges and scientific initiatives to share open access imaging datasets also contributed significantly to the advance in brain structure characterization and brain age prediction methods. In this work, we present the results of the predict…

• Brain Age Prediction With Morphological Features Using Deep Neural Networks

  Open Access•Angela Lombardi, A Monaco et al.•ARTICLE•Frontiers in Psychiatry•2021

  Añadir item

  Morphological changes in the brain over the lifespan have been successfully described by using structural magnetic resonance imaging (MRI) in conjunction with machine learning (ML) algorithms. International challenges and scientific initiatives to share open access imaging datasets also contributed significantly to the advance in brain structure characterization and brain age prediction methods. In this work, we present the results of the predict…

• Air pollution and mortality for cancer of the respiratory system in Italy

  Open Access•Donato Romano, Pierfrancesco Novielli et al.•ARTICLE•Frontiers in Public Health•2024

  Añadir item

  Respiratory system cancer, encompassing lung, trachea and bronchus cancer, constitute a substantial and evolving public health challenge. Since pollution plays a prominent cause in the development of this disease, identifying which substances are most harmful is fundamental for implementing policies aimed at reducing exposure to these substances. We propose an approach based on explainable artificial intelligence (XAI) based on remote sensing dat…

Artificial Intelligence (2 obras) · Computer Science (2 obras) · Machine learning (2 obras) · Advanced Neuroimaging Techniques and Applications (1 obras) · Air Quality and Health Impacts (1 obras) · Air Quality Monitoring and Forecasting (1 obras) · Artificial neural network (1 obras) · Cancer (1 obras) · Chart (1 obras) · Climate Change and Health Impacts (1 obras)