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https://hdl.handle.net/1822/71384
Título: | Predicative vagueness in lung metastases in soft tissue sarcoma screening |
Autor(es): | Neves, José Dias, Almeida Morais, Ana Fonseca, Francisca Loreto, Patrícia Alves, Victor Araújo, Isabel Machado, Joana Fernandes, B. Ribeiro, Jorge Analide, Cesar Ferraz, Filipa Tinoco Neves, João Vicente, Henrique |
Palavras-chave: | Case Based Reasoning Entropy Knowledge Representation and Reasoning Logic Programming Magnetic Resonance Imaging Predicative Vagueness Soft Tissue Sarcoma |
Data: | 2018 |
Editora: | Springer Verlag |
Revista: | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Citação: | Neves J. et al. (2018) Predicative Vagueness in Lung Metastases in Soft Tissue Sarcoma Screening. In: Groza A., Prasath R. (eds) Mining Intelligence and Knowledge Exploration. MIKE 2018. Lecture Notes in Computer Science, vol 11308. Springer, Cham. https://doi.org/10.1007/978-3-030-05918-7_8 |
Resumo(s): | Soft Tissue Sarcomas (STSs) pose a potential risk for the development of lung metastases, which in turn results in a negative prognosis for patients. Presumptions about the occurrence of these abnormalities during STSs treatment would have countless implications for both patients and healthcare professionals as they could increase the efficacy of the treatment and improve overall survival. Prediction is based on a creative Logic Programming, Case Based Reasoning approach to problem solving, that is complemented with an unusual approach to Knowledge Representation and Reasoning, as it takes into consideration not only the data items entropic states but introduces the concept of Vague’s Predicate Extension. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/71384 |
ISBN: | 978-3-030-05917-0 |
e-ISBN: | 978-3-030-05918-7 |
DOI: | 10.1007/978-3-030-05918-7_8 |
ISSN: | 0302-9743 |
Versão da editora: | https://link.springer.com/chapter/10.1007%2F978-3-030-05918-7_8 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
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