Artificial Intelligence and Decision Support Systems

Langlotz, C.P., Shortliffe, E.H.: Adapting a consultation system to critique user plans. International Journal Of Man-machine Studies 19(5): 479-496, 1983 Notes: Also appears as Chapter 5 in Developments in Expert Systems, Coombs, M. (ed), Academic Press, London.

Fagan, L. M., Differding, J., Langlotz, C.P., Tu, S. W.: Knowledge acquisition and strategic therapy planning for cancer clinical trails. In Artifical Intelligence in Medicine 1985.

Langlotz, C. P., Fagan, L. M., Tu, S. W., Sikic, B. I., Shortliffe, E. H.: A therapy planning architecture that combines decision theory and artificial intelligence techniques. Computers and Biomedical Research 20(3): 279-303, Jun 1987.

Langlotz, C. P., Shortliffe, E. H., Fagan, L. M.: A methodology for generating computer-based explanations of decision-theoretic advice. Medical Decision Making 8(4): 290-303, Oct-Dec 1988.

Langlotz, C. P.: The feasibility of axiomatically-based expert systems. Computer Methods and Programs in Biomedicine 30(2-3): 85-95, Oct-Nov 1989.

Langlotz, C. P., Shortliffe, E. H.: Logical and decision-theoretic methods for planning under uncertainty. Artificial Intelligence Magazine 10(1): 39-47, Spring 1989.

Langlotz, C. P., Shortliffe, E. H.: The critiquing method of automated explanation: Rationale and examples. In Expert Knowledge and Explanation: The Knowledge-Language Interface. C. Ellis (eds.). John Wiley and Sons, New York, 1989.

Langlotz, C. P., Shortliffe, E. H.: Pilot evaluation of a computer program that explains the results of decision analyses. Medical Decision Making 10(4): 334, Oct-Dec 1990.

Zafar H. M., Mills A. M., Khorasani R., Langlotz C. P.: Clinical decision support for imaging in the era of the patient protection and affordable care act. J Am Coll Radiol 9(12): 907-18, Dec 2012.

Hassanpour, S., Langlotz, C. P. Unsupervised topic modeling in a large free text radiology report repository. J Digit Imaging. (In press)

Hassanpour, S., Langlotz, C. P. Predicting high imaging utilization based on initial radiology reports: A feasibility study of machine learning. Acad Radiology. (In press)

Hassanpour, S., Langlotz, C. P. Information extraction from multi-institutional radiology reports. Artif Intell Med. (In press)

Advertisements