Ioana Danciu Contact 865.241.0075 | DANCIUI@ORNL.GOV All Publications Decoding substance use disorder severity from clinical notes using a large language model Decoding substance use disorder severity from clinical notes using a large language model... Question-answering system extracts information on injection drug use from clinical notes... Deep learning uncertainty quantification for clinical text classification Effect of image resolution on automated classification of chest X-rays 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 of association networks Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types Pharmacoepidemiology, Machine Learning and COVID-19: An intent-to-treat analysis of hydroxychloroquine, with or without azithromycin, and COVID-19 outcomes amongst hospitalized US Veterans Smoky Mountain Data Challenge 2020: An Open Call to Solve Data Problems in the Areas of Neutron Science, Material Science, Urban Modeling and Dynamics, Geophysics, and Biomedical Informatics 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
