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pro vyhledávání: '"Diogo F. Soares"'
Temporal stratification of amyotrophic lateral sclerosis patients using disease progression patterns
Autor:
Daniela M. Amaral, Diogo F. Soares, Marta Gromicho, Mamede de Carvalho, Sara C. Madeira, Pedro Tomás, Helena Aidos
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-14 (2024)
Abstract Identifying groups of patients with similar disease progression patterns is key to understand disease heterogeneity, guide clinical decisions and improve patient care. In this paper, we propose a data-driven temporal stratification approach,
Externí odkaz:
https://doaj.org/article/56de9291eb37425e90170dd775b76da6
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-19 (2023)
Abstract This work proposes a new class of explainable prognostic models for longitudinal data classification using triclusters. A new temporally constrained triclustering algorithm, termed TCtriCluster, is proposed to comprehensively find informativ
Externí odkaz:
https://doaj.org/article/aeda5f20019943c8bdd18a1af2ac3892
Publikováno v:
SSRN Electronic Journal.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9914cb4a6297d2549c4d075f23ca297c
https://doi.org/10.2139/ssrn.4102493
https://doi.org/10.2139/ssrn.4102493