Výsledky vyhledávání - "Diogo F. Soares"

Akademický článek

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

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Akademický článek

Triclustering-based classification of longitudinal data for prognostic prediction: targeting relevant clinical endpoints in amyotrophic lateral sclerosis

Autor: Diogo F. Soares, Rui Henriques, Marta Gromicho, Mamede de Carvalho, Sara C. Madeira

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

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Prognostic Prediction in ALS: Triclustering-Based Classification of Longitudinal Data Targeting Relevant Clinical Endpoints

Autor: Diogo F. Soares, Rui Henriques, Marta Gromicho, Mamede de Carvalho, Sara C. Madeira

Publikováno v: SSRN Electronic Journal.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9914cb4a6297d2549c4d075f23ca297c
https://doi.org/10.2139/ssrn.4102493

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Akademický článek

A Comprehensive Survey on Biclustering-based Collaborative Filtering.

Autor: G. Silva, Miguel¹ (AUTHOR) mmgsilva@ciencias.ulisboa.pt, C. Madeira, Sara² (AUTHOR) sacmadeira@ciencias.ulisboa.pt, Henriques, Rui³ (AUTHOR) rmch@tecnico.ulisboa.pt

Publikováno v: ACM Computing Surveys. Dec2024, Vol. 56 Issue 12, p1-32. 32p.

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Akademický článek

Triclustering-based classification of longitudinal data for prognostic prediction: targeting relevant clinical endpoints in amyotrophic lateral sclerosis.

Autor: Soares, Diogo F.¹ (AUTHOR) dfsoares@ciencias.ulisboa.pt, Henriques, Rui² (AUTHOR), Gromicho, Marta³ (AUTHOR), de Carvalho, Mamede³ (AUTHOR), Madeira, Sara C.¹ (AUTHOR)

Publikováno v: Scientific Reports. 4/15/2023, Vol. 13 Issue 1, p1-19. 19p.

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Akademický článek

Temporal stratification of amyotrophic lateral sclerosis patients using disease progression patterns.

Autor: M. Amaral, Daniela, Soares, Diogo F., Gromicho, Marta, de Carvalho, Mamede, Madeira, Sara C., Tomás, Pedro, Aidos, Helena

Publikováno v: Nature Communications; 7/8/2024, Vol. 15 Issue 1, p1-14, 14p

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Periodical

Reports Summarize Amyotrophic Lateral Sclerosis Study Results from University of Lisbon (Triclustering-based classification of longitudinal data for prognostic prediction: targeting relevant clinical endpoints in amyotrophic lateral sclerosis).

Publikováno v: Pain & Central Nervous System Week; 5/5/2023, p449-449, 1p

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