95 results on '"Sérgio Matos"'
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2. Towards a Hyperparameter-Free QUBO Formulation for Feature Selection in IR.
3. BIT.UA at MultiCardioNER: Adapting a Multi-head CRF for Cardiology.
4. BIT.UA at BioASQ 12: From Retrieval to Answer Generation.
5. Analyzing a Decade of Evolution: Trends in Natural Language Processing.
6. Exploring efficient zero-shot synthetic dataset generation for Information Retrieval.
7. SPARe: Supercharged Lexical Retrievers on GPU with Sparse Kernels.
8. Multi-head CRF classifier for biomedical multi-class named entity recognition on Spanish clinical notes.
9. Towards discovery: an end-to-end system for uncovering novel biomedical relations.
10. Exploring Kolmogorov Complexity Approximations for Data Analysis: Insights and Applications.
11. DyPrune: Dynamic Pruning Rates for Neural Networks.
12. BIT.UA at MedProcNer: Discovering Medical Procedures in Spanish Using Transformer Models with MCRF and Augmentation.
13. BIT.UA at BioASQ 11B: Two-Stage IR with Synthetic Training and Zero-Shot Answer Generation.
14. Deep Learning solutions based on fixed contextualized embeddings from PubMedBERT on BioASQ 10b and traditional IR in Synergy.
15. Feature-Based Classification of Archaeal Sequences Using Compression-Based Methods.
16. The NAD Interactome, Identification of Putative New NAD-Binding Proteins.
17. Portuguese Twitter Dataset on COVID-19.
18. Study of NAD-interacting proteins highlights the extent of NAD regulatory roles in the cell and its potential as a therapeutic target.
19. Bilingual Emotion Analysis on Social Media throughout the COVID19 Pandemic in Portugal.
20. Patient Trajectory Modelling in Longitudinal Data: A Review on Existing Solutions.
21. BioASQ Synergy: A strong and simple baseline rooted in relevance feedback.
22. Universal Passage Weighting Mecanism (UPWM) in BioASQ 9b.
23. Benchmarking a transformer-FREE model for ad-hoc retrieval.
24. A Recommender System to Help Refining Clinical Research Studies.
25. Leveraging Clinical Notes for Enhancing Decision-Making Systems with Relevant Patient Information.
26. Enhancing Decision-making Systems with Relevant Patient Information by Leveraging Clinical Notes.
27. Understanding Depression from Psycholinguistic Patterns in Social Media Texts.
28. Calling Attention to Passages for Biomedical Question Answering.
29. Evaluating semantic textual similarity in clinical sentences using deep learning and sentence embeddings.
30. Rule-based extraction of family history information from clinical notes.
31. Clinical Concept Normalization on Medical Records Using Word Embeddings and Heuristics.
32. Rule-based and Machine Learning Hybrid System for Patient Cohort Selection.
33. Modelling Patient Trajectories Using Multimodal Information.
34. Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics.
35. Frugal neural reranking: evaluation on the Covid-19 literature.
36. BIT.UA at BioASQ 8: Lightweight Neural Document Ranking with Zero-shot Snippet Retrieval.
37. BIT.UA@TREC 2020 Precision Medicine Track.
38. 2020 Deep Learning Track.
39. Ejection Fraction Classification in Transthoracic Echocardiography Using a Deep Learning Approach.
40. Automated ICD-9-CM medical coding of diabetic patient's clinical reports.
41. Recognition of genetic mutations in text using deep learning.
42. SCREEN-DR - Software Architecture for the Diabetic Retinopathy Screening.
43. Automatic analysis of artistic paintings using information-based measures.
44. Biomedical Word Sense Disambiguation with Word Embeddings.
45. Improving Document Prioritization for Protein-Protein Interaction Extraction Using Shallow Linguistics and Word Embeddings.
46. Modelling patient trajectories using multimodal information.
47. SCREEN-DR: Collaborative platform for diabetic retinopathy.
48. Configurable web-services for biomedical document annotation.
49. Semantic Knowledge Base Construction from Radiology Reports.
50. A Curation Pipeline and Web-Services for PDF Documents.
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