Edmon Begoli Director, Center for AI Security Research (CAISER) Contact begolie@ornl.gov | 865.576.0599 All Publications Question-answering system extracts information on injection drug use from clinical notes... Multimodal representation learning for predicting molecule–disease relations... cpgQA: A Benchmark Dataset for Machine Reading Comprehension Tasks on Clinical Practice Guidelines and a Case Study Using Tra... BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patient... Performance Profile of Transformer Fine-Tuning in Multi-GPU Cloud Environments... A Lakehouse Architecture for the Management and Analysis of Heterogeneous Data for Biomedical Research and Mega-biobanks... 2021 GeoAI Workshop Report: The Trillion Pixel Challenge... Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record ... Hospice Landscape Report... Watermarks in stream processing systems: semantics and comparative analysis of Apache Flink and Google cloud dataflow... What Clinical Trials Can Teach Us About the Development of More Resilient AI for Cybersecurity... Pharmacoepidemiology, Machine Learning and COVID-19: An intent-to-treat analysis of hydroxychloroquine, with or without azith... Solving Hard Problems with AI: Dramatically Accelerating Drug Discovery Through A Unique Public-Private Partnership... Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Trans... 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... Standardized Architecture for a Mega-Biobank Phenomic Library: The Million Veteran Program (MVP)... First Experiments New Science Opportunities at the Spallation Neutron Source Second Target Station (abridged)... AI reflections in 2019... First Experiments: New Science Opportunities at the Spallation Neutron Source Second Target Station... One SQL to Rule Them All - an Efficient and Syntactically Idiomatic Approach to Management of Streams and Tables... The need for uncertainty quantification in machine-assisted medical decision making... A minimal set of physiomarkers in continuous high frequency data streams predict adult sepsis onset earlier... SynthNotes: A Generator Framework for High-volume, High-fidelity Synthetic Mental Health Notes... Pagination Current page 1 Page 2 Next page ›› Last page Last » Key Links Curriculum Vitae ORCID LinkedIn GitHub
