Publications

Lab members in bold. For the complete list across all of Prof. Filkov's work, see his publications page or Google Scholar.

2026

RadAnnotate: Large Language Models for Efficient and Reliable Radiology Report Annotation S.P. Shetty, R.E. Goldman, V. Filkov AMIA Summits on Translational Science Proceedings, 2026 LLMsRadiology
Intelligent Documentation in Medical Education: Can AI Replace Manual Case Logging? N.I. Khan, K. Cleland, V. Filkov, R.E. Goldman JAMIA Open, 9(3), ooag067, 2026 LLMsMedical education
MammoWise: Multi-Model Local RAG Pipeline for Mammography Report Generation R. Jahangir, N.I. Khan, A. Sudheerkumar, V. Filkov arXiv:2602.22462, 2026 LLMsRadiology
Auxiliary Learning for Anatomical Localization of Hierarchical Vascular Structures in Digital Subtraction Angiography J. Manokaran, V. Filkov, R.E. Goldman Medical Imaging 2026: Clinical and Biomedical Imaging, Proc. SPIE 13929, pp. 49–56 Imaging
Natural Language Processing of Biomedical Text to Map and Prioritize Protein–Disease Associations in HFpEF C. Santana, C. Mukherjee, A. Quazi, R. Menezes, V. Filkov, D. Sigdel, H. Choi, I. Ebong, P. Sirish, N.R. Anderson, X. Wang Computers in Biology and Medicine, 205:111599, 2026 NLPCardiology

Causal Debiasing Medical Multimodal Representation Learning with Missing Modalities X. Zhu, L. Sun, Y. Liu, P. Jiang, U. Srivatsa, N. Chiamvimonvat, V. Filkov arXiv:2509.05615, 2025 MultimodalCardiology
The Impact of the Social Exposome in Cardiovascular Health and Disease K. El Mekkaoui, C. Mukherjee, C. Santana, H. Silva, A. Quazi, M. Balabhadruni, A. Ballal, S. Gavaskar, K. Turqueza, L. Molina, K. Moua, O. Dawar, F. Garcia, M.S. Soroya, X. Zhang, E. Amsterdam, C.-Y. Chen, P. Sirish, L. Izu, R. Menezes, N. Chiamvimonvat, V. Filkov, M. Cadeiras, D.A. Liem The Journal of Precision Medicine: Health and Disease, 3, 100015, 2025 Precision health
Deep Learning Models for Automatic Classification of Anatomic Location in Abdominopelvic Digital Subtraction Angiography R.M. Taghavi, A. Shah, V. Filkov, R.E. Goldman Journal of Imaging Informatics in Medicine, 2025 Imaging
EvidenceBot: A Privacy-Preserving, Customizable RAG-Based Tool for Enhancing Large Language Model Interactions N. Khan, V. Filkov ACM International Conference on the Foundations of Software Engineering (FSE), 2025 LLMsTools

Mental Health Care Needs of Caregivers of People with Alzheimer's Disease from Online Forum Analysis J. Kim, Z.R. Cai, M.L. Chen, S.J. Rezaei, S. Onyeka, C.I. Rodriguez, V. Filkov, R.A. Whitmer, E. Linds, Y.K. Choi npj Mental Health Research, 3(1), 54, 2024 NLPMental health