Home       Teaching       Research       Publications       CV       For faculty
Referred Journal Articles
  1. Talbert SR, Talbert DA, Honeycutt MB, Smith A. "An Evaluation of Machine Learning Algorithms for Trauma Triage Decision Support." Submitted to The Journal of Trauma.
  2. Rosenbloom ST, Chiu KW, Byrne DW, Talbert DA, Neilson EG, Miller RA. "Interventions to regulate ordering of serum magnesium levels: an unintended consequence of decision support." Journal of the American Medical Informatics Association, 2005, 12: 546-553.
  3. Rosenbloom ST, Geissbuhler AJ, Dupont WD, Giuse DA, Talbert DA, Tierney WM, Plummer WD, Stead WW, Miller RA. "Effect of CPOE user interface design on utilization of education decision support during patient care." Journal of the American Medical Informatics Association, 2005, 12: 458-473.
  4. Hulgan T, Rosenbloom ST, Hargrove F, Talbert DA, Arbogast PG, Bansal P, Miller RA, Kernodle DS. "Oral quinolone dosing in hospitalized patients: an evaluation of a computerized decision support intervention." Journal of Internal Medicine, 2004, 256: 349-357.
  5. Neilson E, Johnson K, Rosenbloom T, Dupont W, Talbert DA, Kaiser A, Miller R. "The impact of peer management on testing behavior." Annals of Internal Medicine, 2004, 141: 196-204.
  6. Rosenbloom ST, Aronsky D, Talbert DA, Miller RA. "Clinicians' perceptions of clinical decision support integrated into computerized provider order-entry." International Journal of Medical Informatics, 2004, 73: 433-441.
  7. Frey L, Li C, Talbert DA, Fisher D. "A review of the fourteenth international conference on machine learning." Intelligent Data Analysis, 1998, 2: 245-255.
Conference Papers
  1. Talbert DA, Honeycutt MB, Talbert SR. "A Machine Learning and Data Mining Framework to Enable Evolutionary Improvement in Trauma Triage." International Conference on Machine Learning and Data Mining, 2011.
  2. Ramaswamy S and Talbert DA. "Assessment, Curriculum Evolution, and Student Learning- Pythagorean Triplets." Best Assessment Processes VIII Symposium, 2006.
  3. Basu C, Merrell MA, Fellbaum C, Talbert DA, Kolpack J, Honeycutt M, Alonso R, Bloom J. "Automated Knowledge Discovery System (AKDS): A Business Case Study in Ontology Development and Use." Proceedings of the 1st Workshop on Formal Ontologies Meet Industry, 2005.
  4. Bansal P, Aronsky D, Talbert DA, Miller RA. "The effect of a computer-based intervention on the appropriate use of arterial blood gas." Proceedings of the American Medical Informatics Association 2001 Annual Symposium, pp. 32-36, 2001.
  5. Starmer J, Talbert DA, Miller RA. "Experience using a programmable rules engine to implement a complex medical protocol during order entry." Proceedings of the American Medical Informatics Association 2000 Annual Symposium, pp. 829-832, 2000.
  6. Talbert DA, Fisher D. "An empirical analysis of techniques for constructing and searching k-dimensional trees." Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 26-33, 2000.
  7. Talbert DA, Fisher D. "Exploiting sample-data distributions to reduce the cost of nearest-neighbor searches with kd-trees." Proceedings of the Third Symposium on Intelligent Data Analysis, pp. 407-414, 1999.
  8. Talbert DA, Fisher D. "OPT-KD: an algorithm for optimizing kd-trees." Proceeding of the Sixteenth International Conference on Machine Learning, pp. 398-405, 1999.
  9. Fisher D, Talbert DA, "Inference using probabilistic concept trees." Proceeding of the Sixth International Workshop on Artificial Intelligence and Statistics, pp. 191-202, 1997.
Abstracts/Poster Presentation/Demonstrations
  1. Honeycutt M, Talbert DA, Talbert SR. "Interactive Knowledge Frontier Discovery with COBWEB-KFD." Proceedings of the Florida Artificial Intelligence Research Society (FLAIRS), May 2010.
  2. Ey J, Talbert DA. "The Use of Field Dissimilarity Transformation Rules in a Regional Health Information Organization Simulator." Proceedings of the American Medical Informatics Association 2009 Annual Symposium, 2009.
  3. Eckart B, Ey J, Talbert DA. "An Efficient Recursively Blocking Fellegi-Sunter Implementation for Automated Medical Record Linkage." Proceedings of the American Medical Informatics Association 2009 Annual Symposium, 2009.
  4. Breece R, Ey J, Eckart B, Assink ML, Talbert DA. "Evaluating and Refining Record Matching Algorithms in the MidSouth eHealth Alliance." Proceedings of the American Medical Informatics Association 2009 Annual Symposium, 2009.
  5. Talbert DA, Honeycutt M, Smith A, Talbert SR. "An Adaptive, Population-Sensitive Trauma Triage Decision Support Model." Proceedings of the American Medical Informatics Association 2009 Annual Symposium, 2009.
  6. Talbert SR, Talbert DA. "A Comparison of a Decision Tree Induction Algorithm with the ACS Guidelines for Trauma Triage." Proceedings of the American Medical Informatics Association 2007 Annual Symposium, p. 1127, 2007.
  7. Ey JL, Walker A, Talbert DA. "The dGrail Toolkit for Iterative Deterministic Record Linkage." Proceedings of the American Medical Informatics Association 2007 Annual Symposium, p. 951, 2007.
  8. Talbert DA, Roush E, Velazco L, White C. "A Incremental Pharmacy Informatics Model for Use in a Rural Hospital." Proceedings of the American Medical Informatics Association 2005 Annual Symposium, p. 1131, 2005.
  9. Santoro M, Talbert DA. "Predicting Cancer Type with Dimensionality-Reduced Gene Expression Micro-Array Data." Proceedings of the American Medical Informatics Association 2005 Annual Symposium, p. 1104, 2005.
  10. Porter JP, Gentry C, Talbert DA. "A Grassroots Resource Locator System for Rural Healthcare Providers." Proceedings of the American Medical Informatics Association 2005 Annual Symposium, p. 1087, 2005.
  11. Ernest JC, Bowser AS, Ghule S, Sudireddy S, Porter JP, Talbert DA, Kosa MJ. "Weathering Mindstorms with Drizzle and DIODE in CS0." Proceedings of the Tenth Annual Conference on Innovation and Technology in Computer Science Education, p. 353, 2005.
  12. Talbert S, Talbert DA. "Developing a methodology to improve the allocation of specialized health resources for acutely injured persons." Proceedings of the American Medical Informatics Association 2003 Annual Symposium, p. 1025, 2003.
  13. Talbert DA, Patel NR, Wright L, Hargrove F. "Implementing computerized decision support for ordering titratable drugs in a pediatric critical care unit." Proceedings of the American Medical Informatics Association 2002 Annual Symposium, p. 1177, 2002.
  14. Hulgan TM, Hargrove F, Talbert DA, Rosenbloom ST. "A decision support system to promote oral antibiotic dosing." Proceedings of the American Medical Informatics Association 2002 Annual Symposium, p. 1050, 2002.
  15. Rosenbloom ST, Talbert DA. "Surveying housestaff opinions regarding clinical decision support." Proceedings of the American Medical Informatics Association 2002 Annual Symposium, p. 1145, 2002.
  16. Rosenbloom ST, Talbert DA, Aronsky D. "Integrating decision support into computerized physician order entry." Proceedings of the American Medical Informatics Association 2001 Annual Symposium, 2001.
  17. Stone JS, Talbert DA, Geissbuhler A, Aronsky D, Miller RA. "User communication and problem tracking: a multi-faceted approach to rapid application development." Proceedings of the American Medical Informatics Association 2001 Annual Symposium, 2001.
  18. Talbert DA, Hargrove F. "Embedding drug dispensing logic to provide a more intelligent clinician order entry/pharmacy interface." Proceedings of the American Medical Informatics Association 2001 Annual Symposium, 2001.
  19. Hamilton RM, Talbert DA, Stewart PW. "A data model to represent clinically oriented drug dosing rules." Proceedings of the American Medical Informatics Association 2001 Annual Symposium, 2001.
  20. Geissbuhler A, Talbert DA. "Theater-style demonstration: clinical decision-support, order entry, notes capture and knowledge maintenance at Vanderbilt." Proceeding of the American Medical Informatics Association 1999 Annual Symposium, p. 1207, 1999.
  21. Talbert DA, Geissbuhler A. "Design challenges for web-based database maintenance." Proceeding of the American Medical Informatics Association 1999 Annual Symposium, p. 1177, 1999.
  22. Talbert DA, Geissbuhler A, Hargrove F. "WizPharmacist: an intelligent pharmacy interface." Tennessee Biomedical Engineering Conference, 1999.