Edmon Begoli Director, Center for AI Security Research (CAISER) Contact 865.576.0599 | begolie@ornl.gov All Publications Semantic Stealth: Crafting Covert Adversarial Patches for Sentiment Classifiers Using Large Language Models A Compound Data Poisoning Technique with Significant Adversarial Effects on Transformer-based Sentiment Classification Tasks Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program Question-answering system extracts information on injection drug use from clinical notes... High dimensional predictions of suicide risk in 4.2 million US Veterans using ensemble transfer learning 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 patients 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 Performance Profile of Transformer Fine-Tuning in Multi-GPU Cloud Environments Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data Hospice Landscape Report Watermarks in stream processing systems: semantics and comparative analysis of Apache Flink and Google cloud dataflow 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 What Clinical Trials Can Teach Us About the Development of More Resilient AI for Cybersecurity 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 Transformers (BERT)–based ranking for concept normalization 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) AI reflections in 2019 First Experiments New Science Opportunities at the Spallation Neutron Source Second Target Station (abridged) First Experiments: New Science Opportunities at the Spallation Neutron Source Second Target Station... Pagination Current page 1 Page 2 Next page ›› Last page Last » Key Links Curriculum Vitae ORCID LinkedIn GitHub
