Ioana Danciu Senior Scientist and Group Leader Contact 865.241.0075 | DANCIUI@ORNL.GOV All Publications Domain Shift Analysis in Chest Radiographs Classification in a Veterans Healthcare Administration Population 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 National Security Sciences Directorate Cyber Resilience and Intelligence Division Advanced Intelligent Systems Section Human Analysis and Biometrics
