Learning the Structure of Surgical Procedures from Operative Notes. - Ramón Maldonado (ICHI, 2015)

The Role of Semantic and Discourse Information in Learning the Structure of Surgical Procedures. - Ramón Maldonado; Travis R. Goodwin; Sanda M. Harabagiu; Michael A. Skinner (ICHI, 2015)

Deep Learning Meets Biomedical Ontologies: Knowledge Embeddings for Epilepsy. - Ramón Maldonado; Travis R. Goodwin; Michael A. Skinner; Sanda M. Harabagiu (AMIA, 2017)

Active Deep Learning-Based Annotation of Electroencephalography Reports for Cohort Identification. - Ramón Maldonado; Travis R. Goodwin; Sanda M. Harabagiu (CRI, 2017)

UTD HLTRI at TREC 2017: Complex Answer Retrieval Track. - Ramón Maldonado; Stuart J. Taylor; Sanda M. Harabagiu (TREC, 2017)

Hierarchical Attention-Based Prediction Model for Discovering the Persistence of Chronic Opioid Therapy from a large Clinical Dataset. - Ramón Maldonado; Mark Sullivan; Meliha Yetisgen; Sanda M. Harabagiu (AMIA, 2018)

UTD HLTRI at TREC 2018: Complex Answer Retrieval Track. - Ramón Maldonado; Sanda M. Harabagiu (TREC, 2018)

Bootstrapping Adversarial Learning of Biomedical Ontology Alignments. - Ramón Maldonado; Sanda M. Harabagiu (AMIA, 2019)

The University of Texas at Dallas HLTRI at TAC 2019. - Ramón Maldonado; Maxwell A. Weinzierl; Sanda M. Harabagiu (TAC, 2019)

Active deep learning for the identification of concepts and relations in electroencephalography reports. - Ramón Maldonado; Sanda M. Harabagiu (J. Biomed. Informatics, 2019)

The Language of Brain Signals: Natural Language Processing of Electroencephalography Reports. - Ramón Maldonado; Sanda M. Harabagiu (LREC, 2020)

The impact of learning Unified Medical Language System knowledge embeddings in relation extraction from biomedical texts. - Maxwell A. Weinzierl; Ramón Maldonado; Sanda M. Harabagiu (J. Am. Medical Informatics Assoc., 2020)