Pesquisa
Parceria com Universidades:
UFRGS, PUCRS, UFCSPA, USP, Sydney, Évora
Publicações Realizadas:
2018
dos Santos, H. D., Ulbrich, A. H. D., Woloszyn, V., \& Vieira, R. (2018). DDC-outlier: preventing medication errors using unsupervised learning. IEEE Journal of Biomedical and Health Informatics
dos Santos, H. D. P., Ulbrich, A. H. D., Woloszyn, V., & Vieira, R. (2018, June). An initial investigation of the Charlson comorbidity index regression based on clinical notes. In 2018 IEEE 31st International Symposium on Computer-Based Medical Systems
Nunes, R. O., Soares, J. E., dos Santos, H. D., & Vieira, R. (2018, July). MeSHx-Notes: Web-System for Clinical Notes. In International Workshop on Artificial Intelligence in Health
2019
Quaini, T. E., dos Santos, H. D., de Abreu, S. C., Consoli, B. S. & Vieira, R. (2019, October). A study on deidentification of clinical developments. In VI Scientific Initiation Workshop on Information Technology and Human Language
dos Santos, H. D. P., Silva, A. P., Maciel, M. C. O., Burin, H. M. V., Urbanetto, J. S., Vieira, R. (2019, October). Fall detection in EHR using word embeddings and deep learning. In 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering
2020
Franceschini, P. M., dos Santos, H. D., & Vieira, R. (2020, July). Intrinsic and Extrinsic Evaluation of the Quality of Biomedical Embeddings in Different Languages. In 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems
Santos, J., dos Santos, H. D., & Vieira, R. (2020, July). Fall Detection in Clinical Notes using Language Models and Token Classifier. In 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems
2021
Damasio, J. O., dos Santos, H. D., Ulbrich, A. H. D. P. S. & Vieira, R. (2021, April). Opportunities and Challenges in Fall Risk Management using EHRs and Artificial Intelligence: a Systematic Review. In 2021 23rd International Conference on Enterprise Information Systems (ICEIS)
Santos J., dos Santos H.D.P., Tabalipa F., Vieira R. (2021) De-Identification of Clinical Notes Using Contextualized Language Models and a Token Classifier. In: Britto A., Valdivia Delgado K. (eds) Intelligent Systems. BRACIS 2021. Lecture Notes in Computer Science, vol 13074. Springer, Cham.
dos Santos, H. D., Ulbrich, A. H. D., Woloszyn, V., Vieira, R. (2021). Evaluation of a Prescription Outlier Detection System in Hospital’s Pharmacy Services. 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)