| Ejection fraction classification in transthoracic echocardiography using a deep learning approach JF Silva, JM Silva, A Guerra, S Matos, C Costa 2018 IEEE 31st International Symposium on Computer-Based Medical Systems …, 2018 | 16 | 2018 |
| Controlled searching in reversibly de-identified medical imaging archives JM Silva, E Pinho, E Monteiro, JF Silva, C Costa Journal of biomedical informatics 77, 81-90, 2018 | 14 | 2018 |
| SCREEN-DR: Collaborative platform for diabetic retinopathy M Pedrosa, JM Silva, JF Silva, S Matos, C Costa International journal of medical informatics 120, 137-146, 2018 | 13 | 2018 |
| An intelligent cloud storage gateway for medical imaging C Viana-Ferreira, A Guerra, JF Silva, S Matos, C Costa Journal of medical systems 41 (9), 1-10, 2017 | 8 | 2017 |
| Towards Representation Learning for Biomedical Concept Detection in Medical Images: UA. PT Bioinformatics in ImageCLEF 2017. E Pinho, JF Silva, JM Silva, C Costa CLEF (Working Notes), 2017 | 7 | 2017 |
| Rule-based and Machine Learning Hybrid System for Patient Cohort Selection. R Antunes, JF Silva, A Pereira, S Matos HEALTHINF, 59-67, 2019 | 6 | 2019 |
| Face de-identification service for neuroimaging volumes JM Silva, A Guerra, JF Silva, E Pinho, C Costa 2018 IEEE 31st International Symposium on Computer-Based Medical Systems …, 2018 | 5 | 2018 |
| Extraction of family history information from clinical notes: deep learning and heuristics approach JF Silva, JR Almeida, S Matos JMIR medical informatics 8 (12), e22898, 2020 | 4 | 2020 |
| Evaluating semantic textual similarity in clinical sentences using deep learning and sentence embeddings R Antunes, JF Silva, S Matos Proceedings of the 35th Annual ACM Symposium on Applied Computing, 662-669, 2020 | 4 | 2020 |
| 3D-CNN in Drug Resistance Detection and Tuberculosis Classification. JF Silva, JM Silva, E Pinho, C Costa CLEF (Working Notes), 2017 | 4 | 2017 |
| A two-stage workflow to extract and harmonize drug mentions from clinical notes into observational databases JR Almeida, JF Silva, S Matos, JL Oliveira Journal of Biomedical Informatics 120, 103849, 2021 | 3 | 2021 |
| Clinical concept normalization on medical records using word embeddings and heuristics JF Silva, R Antunes, JR Almeida, S Matos Digital Personalized Health and Medicine: Proceedings of MIE 2020 270, 93, 2020 | 2 | 2020 |
| Drug Mention Recognition in Twitter Posts Using a Deep Learning Approach JF Silva, T Almeida, R Antunes, JR Almeida, S Matos Proceedings of the BioCreative VII Challenge Evaluation Workshop, 2021 | 1 | 2021 |
| Chemical detection and indexing in PubMed full text articles using deep learning and rule-based methods T Almeida, R Antunes, JF Silva, JR Almeida, S Matos CDR 1500, 15943, 2021 | 1 | 2021 |
| Patient Trajectory Modelling in Longitudinal Data: A Review on Existing Solutions JF Silva, S Matos 2021 IEEE 34th International Symposium on Computer-Based Medical Systems …, 2021 | | 2021 |
| A Recommender System to Help Refining Clinical Research Studies JR Almeida, JF Silva, S Matos, A Pazos, JL Oliveira Studies in health technology and informatics 281, 327-331, 2021 | | 2021 |
| Leveraging Clinical Notes for Enhancing Decision-Making Systems with Relevant Patient Information JR Almeida, JF Silva, AP Sierra, S Matos, JL Oliveira International Joint Conference on Biomedical Engineering Systems and …, 2020 | | 2020 |
| Volumetric feature learning for query-by-example in medical imaging archives E Pinho, JF Silva, C Costa 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems …, 2019 | | 2019 |
| A novel 3D-CNN approach for ejection fraction classification in transthoracic echocardiography JM Silva, A Guerra, JF Silva, C Costa, S Matos International Journal of Computer Assisted Radiology and Surgery 13, S131-S132, 2018 | | 2018 |
| Chemical–protein relation extraction in PubMed R Antunes, T Almeida, JF Silva, S Matos | | |
Sergio MatosAssistant Professor, DETI/IEETA, University of Aveiro, PortugalVerified email at ua.pt
