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Diogo F. Soares
Diogo F. Soares
LASIGE, Informática, Faculdade de Ciências, Universidade de Lisboa
Dirección de correo verificada de ciencias.ulisboa.pt
Título
Citado por
Citado por
Año
Towards triclustering-based classification of three-way clinical data: A case study on predicting non-invasive ventilation in als
D Soares, R Henriques, M Gromicho, S Pinto, M de Carvalho, SC Madeira
Practical Applications of Computational Biology & Bioinformatics, 14th …, 2021
162021
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review
E Tavazzi, E Longato, M Vettoretti, H Aidos, I Trescato, C Roversi, ...
Artificial Intelligence in Medicine 142, 102588, 2023
152023
Learning prognostic models using a mixture of biclustering and triclustering: Predicting the need for non-invasive ventilation in Amyotrophic Lateral Sclerosis
DF Soares, R Henriques, M Gromicho, M de Carvalho, SC Madeira
Journal of Biomedical Informatics 134, 104172, 2022
122022
Triclustering-based classification of longitudinal data for prognostic prediction: targeting relevant clinical endpoints in amyotrophic lateral sclerosis
DF Soares, R Henriques, M Gromicho, M de Carvalho, SC Madeira
Scientific Reports 13 (1), 6182, 2023
92023
Survival Analysis for Multiple Sclerosis: Predicting Risk of Disease Worsening.
R Branco, JB Valente, AS Martins, DF Soares, EN Castanho, SC Madeira, ...
CLEF (Working Notes), 1199-1209, 2023
62023
Investigating the Impact of Environmental Data on ALS Prognosis with Survival Analysis.
R Branco, DF Soares, AS Martins, JB Valente, EN Castanho, SC Madeira, ...
CLEF (Working Notes), 1186-1198, 2023
52023
Comprehensive assessment of triclustering algorithms for three-way temporal data analysis
DF Soares, R Henriques, SC Madeira
Pattern Recognition, 110303, 2024
42024
Explaining Artificial Intelligence Predictions of Disease Progression with Semantic Similarity.
S Nunes, RT Sousa, F Serrano, R Branco, DF Soares, AS Martins, ...
CLEF (Working Notes), 1256-1268, 2022
42022
Hierarchical Modelling for ALS Prognosis: Predicting the Progression Towards Critical Events.
R Branco, DF Soares, AS Martins, E Auletta, EN Castanho, S Nunes, ...
CLEF (Working Notes), 1211-1227, 2022
32022
Temporal stratification of amyotrophic lateral sclerosis patients using disease progression patterns
D M. Amaral, DF Soares, M Gromicho, M de Carvalho, SC Madeira, ...
Nature Communications 15 (1), 5717, 2024
22024
Predicting the functional rating scale and self-assessment status of ALS patients with sensor data
A Martins, D Amaral, E Castanho, D Soares, R Branco, S Madeira, ...
CLEF, 2024
22024
Learning Predictive Models from Temporal Three-Way Data Using Triclustering: Applications in Clinical Data Analysis
DFM Soares
PQDT-Global, 2020
2020
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Artículos 1–12