Ioana Danciu Contact danciui@ornl.gov | 865.241.0075 All Publications Question-answering system extracts information on injection drug use from clinical notes... Deep learning uncertainty quantification for clinical text classification In with the old, in with the new: machine learning for time to event biomedical research... Identifying intragenic functional modules of genomic variations associated with cancer phenotypes by learning representation ... Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patient... Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cance... Pharmacoepidemiology, Machine Learning and COVID-19: An intent-to-treat analysis of hydroxychloroquine, with or without azith... Smoky Mountain Data Challenge 2020: An Open Call to Solve Data Problems in the Areas of Neutron Science, Material Science, Ur... Standardized Architecture for a Mega-Biobank Phenomic Library: The Million Veteran Program (MVP)... Standardized Architecture for a Mega-Biobank Phenomic Library: The Million Veteran Program (MVP)... JSONize: A Scalable Machine Learning Pipeline to Model Medical Notes as Semi-structured Documents... Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Biomedical Science, Engineering, and Computing