Biomedical Informatics | Microbiology Relation extraction between bacteria and biotopes from biomedical texts with attention mechanisms and domain-specific contextual representations. December 4, 2019
Biomedical Informatics | Healthcare Data Science Leveraging word embeddings and medical entity extraction for biomedical dataset retrieval using unstructured texts. November 14, 2019
Biomedical Informatics | One Health Exploring semantic deep learning for building reliable and reusable one health knowledge from PubMed systematic reviews and veterinary clinical notes. November 12, 2019
Biomedical Informatics | Healthcare Informatics | Public Health Ontology-Based Healthcare Named Entity Recognition from Twitter Messages Using a Recurrent Neural Network Approach. October 1, 2019
Bioinformatics | Biomedical Informatics | Computational Biology Neural network-based approaches for biomedical relation classification: A review. September 26, 2019
Biomedical Informatics | Clinical Informatics Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)-Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study. September 13, 2019
Biomedical Informatics | Coding | Population Health Deep Learning on Electronic Health Records to Improve Disease Coding Accuracy. July 1, 2019
Biomedical Informatics | Pharmacology Position-aware deep multi-task learning for drug-drug interaction extraction. June 24, 2019
Biomedical Informatics | Deep Learning | Information Extraction | Named Entity Recognition Towards reliable named entity recognition in the biomedical domain. June 20, 2019
Biomedical Informatics | Computational Biology | Molecular Biology Recent Advances in Machine Learning Based Prediction of RNA-protein Interactions. June 19, 2019
Artificial Intelligence | Biomedical Informatics A Pilot Study of Biomedical Text Comprehension using an Attention-Based Deep Neural Reader: Design and Experimental Analysis. May 8, 2019
Biomedical Informatics | Health Informatics Beginnings of Artificial Intelligence in Medicine (AIM): Computational Artifice Assisting Scientific Inquiry and Clinical Art – with Reflections on Present AIM Challenges. April 25, 2019