Alina Peluso Research Scientist in Biostatistics Contact pelusoa@ornl.gov | 865.341.1014 All Publications VA EDH Data Curation Documentation FY24-Q2... Deep learning uncertainty quantification for clinical text classification VA EDH Data Curation Documentation FY24-Q1 VA EDH Data Curation Documentation FY23-Q4 VA EDH Data Curation Documentation FY23-Q3 VA EDH Data Curation Documentation FY23-Q2 cpgQA: A Benchmark Dataset for Machine Reading Comprehension Tasks on Clinical Practice Guidelines and a Case Study Using Tra... VA EDH Data Curation Documentation FY23-Q1 Near real time monitoring and forecasting for COVID-19 situational awareness Automatic information extraction from childhood cancer pathology reports... CTSA MHRI Datasets... VA EDH Data Curation Documentation FY22-Q2, Rev. 2... Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patient... VA EDH Data Curation Documentation FY22-Q1, Rev. 2... Key Links ORCID Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Advanced Computing in Health Sciences Section Biostatistics and Biomedical Informatics Group