Abhyankar S, Demner-Fushman D, Callaghan FM, McDonald CJ.Combining structured and unstructured data to identify a cohort of ICU patients who received dialysis. J Am Med Inform Assoc. 2014 Sep-Oct;21(5):801-7. doi: 10.1136/amiajnl-2013-001915. Epub 2014 Jan 2.
Abhyankar S, Leishear K, Callaghan FM, Demner-Fushman D, McDonald CJ.Lower short- and long-term mortality associated with overweight and obesity in a large cohort study of adult intensive care unit patients. Crit Care. 2012 Dec 18;16(6):R235. doi: 10.1186/cc11903.
Apostolova E, You D, Xue Z, Antani SK, Demner-Fushman D, Thoma GR.Image Retrieval From Scientific Publications: Text and Image Content Processing To Separate Multipanel Figures. JASIST (Journal of the American Society for Information Science and Technology), 64(5):893–908, 2013.
Ben Abacha A, Demner-Fushman D.Meta-Learning with Selective Data Augmentation for Medical Entity Recognition. International Journal of Computational Linguistics and Applications (IJCLA) 7(2): 167-182 (2016)
Callaghan FM, Leishear K, Abhyankar S, Demner-Fushman D, McDonald CJ.High vitamin B12 levels are not associated with increased mortality risk for ICU patients after adjusting for liver function: a cohort study. ESPEN J. 2014 Apr 1;9(2):e76-e83.
Deardorff A, Masterton K, Roberts K, Kilicoglu H, Demner-Fushman D.A protocol-driven approach to automatically finding authoritative answers to consumer health questions in online resources. JASIST, 68(7): 1724-1736. doi: 10.1002/asi.23806.
Demner-Fushman D, Elhadad N.Aspiring to Unintended Consequences of Natural Language Processing: A Review of Recent Developments in Clinical and Consumer-Generated Text Processing. IMIA Yearbook of Medical Informatics 2016.
Demner-Fushman D, Antani SK, Chachra S, Kushnir M, Gayen S.Open-i Imaging informatics, natural language processing and multi-modal information retrieval - research and development Technical Report to the LHNCBC Board of Scientific Counselors September 2016
Demner-Fushman D, Kilicoglu H, Roberts K, Masterton K, Deardorff A.Consumer Health Question Answering to Automatically Support NLM Customer Services September2015 Technical Report to the LHNCBC Board of Scientific Counselors
Demner-Fushman D, Antani SA, Simpson M, Rahman MM.Combining Text and Visual Features for Biomedical Information Retrieval and Ontologies. September 2010 Technical Report to the LHNCBC Board of Scientific Counselors.
Demner-Fushman D, Mork JG, Shooshan SE, Aronson AR.UMLS content views appropriate for NLP processing of the biomedical literature vs. clinical text. J Biomed Inform. 2010 Aug;43(4):587-94. doi: 10.1016/j.jbi.2010.02.005. Epub 2010 Feb 10.