Heidi Hanson Group Leader, Biostatistics and Multiscale System Modeling Contact . . | HANSONHA@ORNL.GOV All Publications Environmental determinants of health: Measuring multiple physical environmental exposures at the United States census tract level Attention Mechanisms in Clinical Text Classification: A Comparative Evaluation... Path-BigBird: An AI-Driven Transformer Approach to Classification of Cancer Pathology Reports Spatial analysis of social capital and community heterogeneity at the United States county level VA EDH Data Curation Documentation FY25-Q1... LUCID Thrust 1 - Dataset Identification and Biodata Catalog Creation VA EDH Data Curation Documentation FY24-Q4... Machine learning and deep learning tools for the automated capture of cancer surveillance data Landscape analysis of environmental data sources for linkage with SEER cancer patients database Topological Interpretability for Deep Learning... VA EDH Data Curation Documentation FY24-Q3 Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy Describing patterns of familial cancer risk in subfertile men using population pedigree data Effect of Health Service Area on Primary Care Physician Provision of Low-Value Cancer Screening VA EDH Data Curation Documentation FY24-Q2 Urban relatives ameliorate survival disparities for genitourinary cancer in rural patients Evaluating county-level lung cancer incidence from environmental radiation exposure, PM2.5, and other exposures with regression and machine learning models VA EDH Data Curation Documentation FY24-Q1 FrESCO: Framework for Exploring Scalable Computational Oncology Exploring the Spatial Patterning of Sociodemographic Disparities in Extreme Heat Exposure at Multiple Scales Across the Conterminous United States VA EDH Data Curation Documentation FY23-Q4 Dataset Repository for Investigating Suicide Risk Using Social and Environmental Determinants of Health VA EDH Data Curation Documentation FY23-Q3 Familial Associations of Prevalence and Cause-Specific Mortality for Thoracic Aortic Disease and Bicuspid Aortic Valve in a Large-Population Database Risk Factors and Trends for HPV-Associated Subsequent Malignant Neoplasms among Adolescent and Young Adult Cancer Survivors... Pagination Current page 1 Page 2 Next page ›â¶Äº Last page Last » Key Links Curriculum Vitae Organizations Computing and Computational Sciences Directorate Computational Sciences and Engineering Division Advanced Computing in Health Sciences Section