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Publications for asmartins (7)

2024
Deep Temporal Consensus Clustering for Patient Stratification in Amyotrophic Lateral Sclerosis (2024)
Miguel Pego Roque et al., with 7 authors including:
Andreia S. Martins
Sara C. Madeira
Helena Aidos
Conference papers
2024
Predicting the functional rating scale and self-assessment status of ALS patients with sensor data (2024)
Andreia S. Martins et al., with 7 authors including:
Andreia S. Martins
Daniela M. Amaral
Eduardo N. Castanho
Diogo F. Soares
Ruben Branco
Sara C. Madeira
Helena Aidos
Conference papers
2023
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review (2023)
Erica Tavazzi et al., with 25 authors including:
Helena Aidos
Andreia S. Martins
Eduardo N. Castanho
Ruben Branco
Diogo F. Soares
Sara C. Madeira
Journal articles
2022
Explaining Artificial Intelligence Predictions of Disease Progression with Semantic Similarity (2022)
Susana Nunes et al., with 11 authors including:
Susana Nunes
Rita T. Sousa
Filipa Serrano
Ruben Branco
Diogo F. Soares
Andreia S. Martins
Eduardo N. Castanho
Sara C. Madeira
Helena Aidos
Catia Pesquita
Conference papers
2022
Hierarchical Modelling for ALS Prognosis: Predicting the Progression Towards Critical Events (2022)
Ruben Branco et al., with 11 authors including:
Diogo F. Soares
Andreia S. Martins
Eduardo N. Castanho
Susana Nunes
Filipa Serrano
Rita T. Sousa
Catia Pesquita
Sara C. Madeira
Helena Aidos
Conference papers
2021
Learning models using disease progression patterns for prognostic prediction in ALS (2021)
Andreia Sofia Santos Martins
Sara C. Madeira
Academic documents
2021
Learning Prognostic Models using Disease Progression Patterns: Predicting the Need for Non-Invasive Ventilation in Amyotrophic Lateral Sclerosis (2021)
Andreia S. Martins
Marta Gromicho
Susana Pinto
Mamede de Carvalho
Sara C. Madeira
Journal articles