Interpretable bias mitigation for textual data: Reducing genderization in patient notes while maintaining classification performance JR Minot, N Cheney, M Maier, DC Elbers, CM Danforth, PS Dodds ACM Transactions on Computing for Healthcare 3 (4), 1-41, 2022 | 24 | 2022 |
The Veterans Precision Oncology Data Commons: transforming VA data into a national resource for research in precision oncology N Do, R Grossman, T Feldman, N Fillmore, D Elbers, D Tuck, R Dhond, ... Seminars in Oncology 46 (4-5), 314-320, 2019 | 14 | 2019 |
The veterans affairs precision oncology data repository, a clinical, genomic, and imaging research database DC Elbers, NR Fillmore, FC Sung, SS Ganas, A Prokhorenkov, C Meyer, ... Patterns 1 (6), 2020 | 13 | 2020 |
Brain dopamine and serotonin transporter binding are associated with visual attention bias for food in lean men KE Koopman, A Roefs, DCE Elbers, E Fliers, J Booij, MJ Serlie, ... Psychological Medicine 46 (8), 1707-1717, 2016 | 8 | 2016 |
ProjectFlow: a configurable workflow management application for point of care research R Dhond, D Elbers, N Majahalme, S Dipietro, S Goryachev, R Acher, ... JAMIA open 4 (3), ooab074, 2021 | 6 | 2021 |
An application to support COVID-19 occupational health and patient tracking at a Veterans Affairs medical center NR Fillmore, DC Elbers, J La, TC Feldman, FC Sung, RB Hall, V Nguyen, ... Journal of the American Medical Informatics Association 27 (11), 1716-1720, 2020 | 6 | 2020 |
Epidemiology of cancer-associated venous thromboembolism in patients with solid and hematologic neoplasms in the veterans affairs health care system KL Martens, A Li, J La, SB May, KN Swinnerton, H Tosi, DC Elbers, NV Do, ... JAMA Network Open 6 (6), e2317945-e2317945, 2023 | 2 | 2023 |
External validation of a prognostic model for mortality among patients with non–small-cell lung cancer using the Veterans Precision Oncology Data Commons D Cheng, J Ramos-Cejudo, D Tuck, D Elbers, M Brophy, N Do, N Fillmore Seminars in Oncology 46 (4-5), 327-333, 2019 | 2 | 2019 |
A predictive model for survival in non-small cell lung cancer (NSCLC) based on electronic health record (EHR) and tumor sequencing data at the Department of Veterans Affairs (VA). N Fillmore, J Ramos-Cejudo, D Cheng, DP Tuck, AR Sheikh, D Chen, ... Journal of Clinical Oncology 37 (15_suppl), 109-109, 2019 | 2 | 2019 |
Brain tumors in United States military veterans JR Bihn, G Cioffi, KA Waite, C Kruchko, C Neff, M Price, QT Ostrom, ... Neuro-oncology 26 (2), 387-396, 2024 | 1 | 2024 |
Sentiment analysis of medical record notes for lung cancer patients at the Department of Veterans Affairs DC Elbers, J La, JR Minot, R Gramling, MT Brophy, NV Do, NR Fillmore, ... Plos one 18 (1), e0280931, 2023 | 1 | 2023 |
Rapid implementation of a modular clinical trial informatics solution for COVID-19 research R Dhond, R Acher, S Leatherman, S Page, R Sanford, D Elbers, F Meng, ... Informatics in Medicine Unlocked 27, 100788, 2021 | 1 | 2021 |
Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment F Meng, CA Morioka, DC Elbers arXiv preprint arXiv:1908.03594, 2019 | 1 | 2019 |
Machine Learning Methods to Predict Lung Cancer Survival Using the Veterans Affairs Research Precision Oncology Data Commons. NV Do, JC Ramos, NR Fillmore, RL Grossman, M Fitzsimons, DC Elbers, ... Studies in Health Technology and Informatics 264, 1453-1453, 2019 | 1 | 2019 |
Striatal dopamine transporter binding correlates with body composition, energy expenditure, and visual attention bias for food-related cues KEM Koopman, A Roefs, DCE Elbers, E Fliers, J Booij, MJ Serlie, ... Diabetes 63, A519-A519, 2014 | 1 | 2014 |
Formative Development of a Population Management Approach to Engage High-benefit Veterans in Lung Cancer Screening L Kearney, J Brady, J Pendergast, A Barker, G Fix, T Caverly, NT Tanner, ... A36. PROGRESS IN LUNG CANCER AND LUNG CANCER SCREENING, A1421-A1421, 2024 | | 2024 |
Deciphering Heartbeat Signatures: A Vision Transformer Approach to Explainable Atrial Fibrillation Detection from ECG Signals A Mohan, D Elbers, O Zilbershot, F Afghah, D Vorchheimer arXiv preprint arXiv:2402.09474, 2024 | | 2024 |
Transfer Learning for Mortality Prediction in Non-Small Cell Lung Cancer with Low-Resolution Histopathology Slide Snapshots M Clark, C Meyer, J Ramos-Cejudo, DC Elbers, K Pierce-Murray, R Fricks, ... MEDINFO 2023—The Future Is Accessible, 735-739, 2024 | | 2024 |
Matching Patients to Accelerate Clinical Trials (MPACT): Enabling Technology for Oncology Clinical Trial Workflow NV Do, DC Elbers, NR Fillmore, S Ajjarapu, SJ Bergstrom, J Bihn, ... MEDINFO 2023—The Future Is Accessible, 1086-1090, 2024 | | 2024 |
Building Research Infrastructure to Develop Greater Learning Efficiencies (BRIDGE). DC Elbers, NR Fillmore, J La, HM Tosi, S Ajjarapu, R Dhond, K Murray, ... Studies in Health Technology and Informatics 310, 1131-1135, 2024 | | 2024 |