Semantic Deep Learning: Prior Knowledge and a Type of Four-Term Embedding Analogy to Acquire Treatments for Well-Known Diseases

BACKGROUND: How to treat a disease remains to be the most common type of clinical question. Obtaining evidence-based answers from biomedical literature is difficult. Analogical reasoning with embeddings from deep learning (embedding analogies) may extract such biomedical facts, although the state-of...

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Pubblicato in:JMIR Med Inform
Autori principali: Arguello Casteleiro, Mercedes, Des Diz, Julio, Maroto, Nava, Fernandez Prieto, Maria Jesus, Peters, Simon, Wroe, Chris, Sevillano Torrado, Carlos, Maseda Fernandez, Diego, Stevens, Robert
Natura: Artigo
Lingua:Inglês
Pubblicazione: JMIR Publications 2020
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Original Paper
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7441383/
https://ncbi.nlm.nih.gov/pubmed/32759099
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/16948
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