Author

Diana Sousa

University of LisbonORCID 0000-0003-0597-9273Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:proteomics· 1 Approach:statistical model· 1

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André LamúriasiD· 1 shared Francisco M. CoutoiD· 1 shared Luka A. ClarkeiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

André LamúriasORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedJan 7, 2019

BO-LSTM: Classifying relations via long short-term memory networks along biomedical ontologies

André Lamúrias, Diana Sousa, Luka A. Clarke, Francisco M. Couto

BO-LSTM uses biomedical ontologies with LSTM networks to improve drug-drug interaction classification in text, achieving better performance with limited annotations.

62 citations

proteomicsdeep learning

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