Zobrazeno 1 - 10
of 62
pro vyhledávání: '"Novacek, Vit"'
Publikováno v:
IEEE BIBM; 2022; pages 1362-1368
This work is motivated by the scarcity of tools for accurate, unsupervised information extraction from unstructured clinical notes in computationally underrepresented languages, such as Czech. We introduce a stepping stone to a broad array of downstr
Externí odkaz:
http://arxiv.org/abs/2211.11799
Autor:
Janik, Adrianna, Torrente, Maria, Costabello, Luca, Calvo, Virginia, Walsh, Brian, Camps, Carlos, Mohamed, Sameh K., Ortega, Ana L., Nováček, Vít, Massutí, Bartomeu, Minervini, Pasquale, Campelo, M. Rosario Garcia, del Barco, Edel, Bosch-Barrera, Joaquim, Menasalvas, Ernestina, Timilsina, Mohan, Provencio, Mariano
Background: Stratifying cancer patients according to risk of relapse can personalize their care. In this work, we provide an answer to the following research question: How to utilize machine learning to estimate probability of relapse in early-stage
Externí odkaz:
http://arxiv.org/abs/2211.09856
Boosting predictive models and augmenting patient data with relevant genomic and pathway information
Autor:
Buosi, Samuele, Timilsina, Mohan, Torrente, Maria, Provencio, Mariano, Fey, Dirk, Nováček, Vít
Publikováno v:
In Computers in Biology and Medicine May 2024 174
Autor:
Buosi, Samuele, Timilsina, Mohan, Janik, Adrianna, Costabello, Luca, Torrente, Maria, Provencio, Mariano, Fey, Dirk, Nováček, Vít
Publikováno v:
In Expert Systems With Applications January 2024 235
Akademický článek
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Autor:
Timilsina, Mohan, Fey, Dirk, Buosi, Samuele, Janik, Adrianna, Costabello, Luca, Carcereny, Enric, Abreu, Delvys Rodrıguez, Cobo, Manuel, Castro, Rafael López, Bernabé, Reyes, Minervini, Pasquale, Torrente, Maria, Provencio, Mariano, Nováček, Vít
Publikováno v:
In Journal of Biomedical Informatics August 2023 144
Analysing and explaining relationships between entities in a graph is a fundamental problem associated with many practical applications. For example, a graph of biological pathways can be used for discovering a previously unknown relationship between
Externí odkaz:
http://arxiv.org/abs/1809.07685
Publikováno v:
In Neural Networks December 2022 156:205-217
Publikováno v:
In Machine Learning with Applications 15 September 2022 9
Publikováno v:
In Journal of the Mechanical Behavior of Biomedical Materials February 2021 114