Danne Elbers, PhD
Assistant Professor, Medicine
Biography
Danne C. Elbers, PhD serves as the Associate Director for Data Engineering and Bioinformatics in the Cooperative Studies Program Informatics Center at the VA Boston Healthcare System. In this capacity, she has focused on building a learning healthcare system through translating research workflows, algorithms and outcomes into clinical care utilizing the VA’s large clinical, genomic, and imaging databases.
Her research portfolio includes sharing clinical, genomic, and imaging data through the Precision Oncology Data Repository and Cancer Moonshot efforts; establishing robust internal application infrastructure that enables clinician-facing applications and, translating research outcomes back into the clinic in accordance with learning healthcare system principles.
Recently, she received the Federal Women’s Empowerment award, underscoring her efforts in creating a strong engineering in research environment.
Websites
Education
- University of Vermont, PhD
- Vrije Universiteit Amsterdam, MS
- University of Amsterdam, BS
Publications
- Published on 2/1/2025
Rahafrooz M, Elbers DC, Gopal JR, Ren J, Chan NH, Yildirim C, Desai AS, Santos AA, Murray K, Havighurst T, Udell JA, Farkouh ME, Cooper L, Gaziano JM, Vardeny O, Mao L, Kim K, Gagnon DR, Solomon SD, Joseph J. Effectiveness of electronic medical record-based strategies for death and hospital admission endpoint capture in pragmatic clinical trials. J Am Med Inform Assoc. 2025 Feb 01; 32(2):349-356. PMID: 39671451.
Read at: PubMed - Published on 2/2/2024
Bihn JR, Cioffi G, Waite KA, Kruchko C, Neff C, Price M, Ostrom QT, Swinnerton KN, Elbers DC, Mooney MA, Rachlin J, Stein TD, Brophy MT, Do NV, Ferguson RE, Priemer DS, Perl DP, Hickman RA, Nabors B, Rusiecki J, Barnholtz-Sloan JS, Fillmore NR. Brain tumors in United States military veterans. Neuro Oncol. 2024 Feb 02; 26(2):387-396. PMID: 37738677.
Read at: PubMed - Published on 1/25/2024
Do NV, Elbers DC, Fillmore NR, Ajjarapu S, Bergstrom SJ, Bihn J, Corrigan JK, Dhond R, Dipietro S, Dolgin A, Feldman TC, Goryachev SD, Huhmann LB, La J, Marcantonio PA, McGrath KM, Miller SJ, Nguyen VQ, Schneeloch GR, Sung FC, Swinnerton KN, Tarren AH, Tosi HM, Valley D, Vo AD, Yildirim C, Zheng C, Zwolinski R, Sarosy GA, Loose D, Shannon C, Brophy MT. Matching Patients to Accelerate Clinical Trials (MPACT): Enabling Technology for Oncology Clinical Trial Workflow. Stud Health Technol Inform. 2024 Jan 25; 310:1086-1090. PMID: 38269982.
Read at: PubMed - Published on 1/25/2024
Clark M, Meyer C, Ramos-Cejudo J, Elbers DC, Pierce-Murray K, Fricks R, Alterovitz G, Rao L, Brophy MT, Do NV, Grossman RL, Fillmore NR. Transfer Learning for Mortality Prediction in Non-Small Cell Lung Cancer with Low-Resolution Histopathology Slide Snapshots. Stud Health Technol Inform. 2024 Jan 25; 310:735-739. PMID: 38269906.
Read at: PubMed - Published on 1/25/2024
Elbers DC, Fillmore NR, La J, Tosi HM, Ajjarapu S, Dhond R, Murray K, Valley D, Shannon C, Brophy MT, Do NV. Building Research Infrastructure to Develop Greater Learning Efficiencies (BRIDGE). Stud Health Technol Inform. 2024 Jan 25; 310:1131-1135. PMID: 38269991.
Read at: PubMed - Published on 1/10/2024
Hernandez KM, Venkat A, Elbers DC, Bihn JR, Brophy MT, Do NV, La J, Liu Q, Prokhorenkov A, Metoki-Shlubsky N, Sung FC, Paller CJ, Fillmore NR, Grossman RL. Prostate cancer patient stratification by molecular signatures in the Veterans Precision Oncology Data Commons. Cold Spring Harb Mol Case Stud. 2023 Dec; 9(4). PMID: 38050021.
Read at: PubMed - Published on 6/1/2023
Martens KL, Li A, La J, May SB, Swinnerton KN, Tosi H, Elbers DC, Do NV, Brophy MT, Gaziano JM, Lotfollahzadeh S, Chitalia V, Ravid K, Fillmore NR. Epidemiology of Cancer-Associated Venous Thromboembolism in Patients With Solid and Hematologic Neoplasms in the Veterans Affairs Health Care System. JAMA Netw Open. 2023 Jun 01; 6(6):e2317945. PMID: 37306999.
Read at: PubMed - Published on 1/25/2023
Elbers DC, La J, Minot JR, Gramling R, Brophy MT, Do NV, Fillmore NR, Dodds PS, Danforth CM. Sentiment analysis of medical record notes for lung cancer patients at the Department of Veterans Affairs. PLoS One. 2023; 18(1):e0280931. PMID: 36696437.
Read at: PubMed - Published on 1/1/2023
Lin E, Zwolinski R, Wu JT, La J, Goryachev S, Huhmann L, Yildrim C, Tuck DP, Elbers DC, Brophy MT, Do NV, Fillmore NR. Machine learning-based natural language processing to extract PD-L1 expression levels from clinical notes. Health Informatics J. 2023; 29(3):14604582231198021. PMID: 37635280.
Read at: PubMed - Published on 11/12/2021
Dhond R, Acher R, Leatherman S, Page S, Sanford R, Elbers D, Meng F, Ferguson R, Brophy MT, Do NV. Rapid implementation of a modular clinical trial informatics solution for COVID-19 research. Inform Med Unlocked. 2021; 27:100788. PMID: 34786452.
Read at: PubMed
View 8 more publications: View full profile at BUMC