Towards Representation Learning for Biomedical Concept Detection in Medical Images: UA.PT Bioinformatics in ImageCLEF 2017. - Eduardo Pinho; João Figueira Silva; Jorge Miguel Silva; Carlos Costa 001 (CLEF (Working Notes), 2017)

3D-CNN in Drug Resistance Detection and Tuberculosis Classification. - João Figueira Silva; Jorge Miguel Silva; Eduardo Pinho; Carlos Costa 001 (CLEF (Working Notes), 2017)

An Intelligent Cloud Storage Gateway for Medical Imaging. - Carlos Viana-Ferreira; António Guerra; João Figueira Silva; Sérgio Matos; Carlos Costa 001 (J. Medical Syst., 2017)

Face De-Identification Service for Neuroimaging Volumes. - Jorge Miguel Silva; António Guerra; João Figueira Silva; Eduardo Pinho; Carlos Costa 001 (CBMS, 2018)

Ejection Fraction Classification in Transthoracic Echocardiography Using a Deep Learning Approach. - João Figueira Silva; Jorge Miguel Silva; António Guerra; Sérgio Matos; Carlos Costa 001 (CBMS, 2018)

SCREEN-DR: Collaborative platform for diabetic retinopathy. - Micael Pedrosa; Jorge Miguel Silva; João Figueira Silva; Sérgio Matos; Carlos Costa 001 (Int. J. Medical Informatics, 2018)

Controlled searching in reversibly de-identified medical imaging archives. - Jorge Miguel Silva; Eduardo Pinho; Eriksson J. Melicio Monteiro; João Figueira Silva; Carlos Costa 001 (J. Biomed. Informatics, 2018)

Rule-based and Machine Learning Hybrid System for Patient Cohort Selection. - Rui Antunes 002; João Figueira Silva; Arnaldo Pereira; Sérgio Matos (HEALTHINF, 2019)

Volumetric Feature Learning for Query-by-Example in Medical Imaging Archives. - Eduardo Pinho; João Figueira Silva; Carlos Costa 001 (CBMS, 2019)

Enhancing Decision-making Systems with Relevant Patient Information by Leveraging Clinical Notes. - João Rafael Almeida; João Figueira Silva; Alejandro Pazos Sierra; Sérgio Matos; José Luís Oliveira (HEALTHINF, 2020)

Leveraging Clinical Notes for Enhancing Decision-Making Systems with Relevant Patient Information. - João Rafael Almeida; João Figueira Silva; Alejandro Pazos Sierra; Sérgio Matos; José Luís Oliveira (BIOSTEC (Selected Papers), 2020)

Clinical Concept Normalization on Medical Records Using Word Embeddings and Heuristics. - João Figueira Silva; Rui Antunes 002; João Rafael Almeida; Sérgio Matos (MIE, 2020)

Evaluating semantic textual similarity in clinical sentences using deep learning and sentence embeddings. - Rui Antunes 002; João Figueira Silva; Sérgio Matos (SAC, 2020)

Patient Trajectory Modelling in Longitudinal Data: A Review on Existing Solutions. - João Figueira Silva; Sérgio Matos (CBMS, 2021)

A Recommender System to Help Refining Clinical Research Studies. - João Rafael Almeida; João Figueira Silva; Sérgio Matos; Alejandro Pazos; José Luís Oliveira (MIE, 2021)

A two-stage workflow to extract and harmonize drug mentions from clinical notes into observational databases. - João Rafael Almeida; João Figueira Silva; Sérgio Matos; José Luís Oliveira (J. Biomed. Informatics, 2021)

Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics. - Tiago Melo Almeida; Rui Antunes 002; João Figueira Silva; João Rafael Almeida; Sérgio Matos (Database J. Biol. Databases Curation, 2022)

Modelling patient trajectories using multimodal information. - João Figueira Silva; Sérgio Matos (J. Biomed. Informatics, 2022)

Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition. - Davy Weissenbacher; Karen O'Connor; Siddharth Rawal; Yu Zhang 202; Richard Tzong-Han Tsai; Timothy Miller 002; Dongfang Xu; Carol Anderson; Bo Liu; Qing Han; Jinfeng Zhang; Igor Kulev; et al. (Database J. Biol. Databases Curation, 2023)