PUBLICATIONS

1. William J. Long, A Program Writer, MIT/LCS/TR-187, Laboratory for Computer Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, November 1977.

2. William J. Long ``Criteria for Computer Generated Therapy Advice in a Clinical Domain,'' 1980 Computers in Cardiology Conference, pp 285-288, October 1980.

3. Peter Szolovits and William J. Long, ``The Development of Clinical Expertise in the Computer,'' in Szolovits, P., (ed.) Artificial Intelligence in Medicine, pp 79-118, Westview Press, 1982.

4. William Long, Shapur Naimi, and M. G. Criscitiello, ``A Knowledge Representation for Reasoning about the Management of Heart Failure,'' 1982 Computers in Cardiology Conference, pp 373-376, October 1982.

5. William J. Long and Thomas A. Russ, ``A Control Structure for Time Dependent Reasoning,'' International Joint Conference on Artificial Intelligence 1983, pp 230-232, August 1983.

6. William Long, ``Reasoning About State from Causation and Time in a Medical Domain,'' American Association for Artificial Intelligence 1983 Conference, pp 251-254, August 1983.

7. William J. Long, Thomas A. Russ, and W. Buck Locke, ``Reasoning from Multiple Information Sources in Arrhythmia Management,'' IEEE Frontiers of Engineering and Computers in Health Care 1983, pp 640-643, September 1983.

8. William J. Long, ``Causal Reasoning in a Physiological Model as a Computational Paradigm,'' MEDCOMP-83, October 1983.

9. William J. Long, ``Potential of Artificial Intelligence in the Use of Electrocardiographic Data,'' Computerized Interpretation of the Electrocardiogram IX, pp 285-294, June 1984.

10. W. J. Long, S. Naimi, M. G. Criscitiello, S. G. Pauker, and P. Szolovits, ``An Aid to Physiological Reasoning in the Management of Cardiovascular Disease,'' 1984 Computers in Cardiology Conference, pp 3-6, September 1984.

11. William J. Long, Shapur Naimi, M. G. Criscitiello, Robert Jayes, `` Using a Physiological Model for Prediction of Therapy Effects in Heart Disease,'' 1986 Computers in Cardiology Conference, pp 15-20, October 1986.

12. W. J. Long, S. Naimi, M. G. Criscitiello, S. Kurzrok, ``Reasoning About Therapy from a Physiological Model,'' Proceedings of the Fifth Congress on Medical Informatics, pp 756-760, October 1986.

13. William J. Long, Shapur Naimi, M. G. Criscitiello, Robert Jayes, ``The Development and Use of a Causal Model for Reasoning about Heart Failure,'' Proceedings of the Eleventh Annual Symposium on Computer Applications in Medical Care, pp 30-36, November 1987.

14. William J. Long, Shapur Naimi, M. G. Criscitiello, Robert Jayes, ``The Development and Use of a Causal Model for Reasoning about Heart Failure,'' chapter 4 of Perry Miller, Selected Topics in Medical Artificial Intelligence, Springer-Verlag, New York, 1988.

15. W. J. Long, S. Naimi, M. G. Criscitiello, S. Kurzrok, ``Reasoning About Therapy from a Physiological Model,'' Biomedical Measurement Informatics and Control, 2: 40-45, 1988.

16. W. J. Long, S. Naimi, M. G. Criscitiello, G. Larsen ``Differential Diagnosis Generation from a Causal Network with Probabilities,'' Computers in Cardiology Conference, 1988.

17. William Long, ``Medical Diagnosis Using a Probabilistic Causal Network,'' Applied Artificial Intelligence, 3: 367-383, 1989.

18. William J. Long, ``Flexible Reasoning about Patient Management using Multiple Models,'' Artificial Intelligence in Medicine, 3: 3-20, 1991.

19. William J. Long, ``The Probability of Disease,'' Proceedings of the Fifteenth Annual Symposium on Computer Applications in Medical Care, pp 619-623, 1991.

20. William J. Long, Shapur Naimi and M. G. Criscitiello, ``Development of a Knowledge Base for Diagnostic Reasoning in Cardiology,'' Computers in Biomedical Research, 25: 292-311, 1992.

21. William J. Long, Shapur Naimi, M. G. Criscitiello, and Ravi K. Adusumilli, ``Validation of a causal probabilistic medical knowledge base for diagnostic reasoning,'' In Deep Models for Medical Knowledge Engineering, E. Keravnou, ed., Elsevier Sciences Publishers B.V., pp. 147-160, 1992.

22. William J. Long, John L. Griffith and Harry P. Selker, and Ralph B. D'Agostino, ``A Comparison of Logistic Regression to Decision Tree Induction in a Medical Domain,'' Computers in Biomedical Research,26: 74-97, 1993.

23. William J. Long, Shapur Naimi and M. G. Criscitiello, ``Evaluation of a New Method for Cardiovascular Reasoning,'' Journal of the American Medical Informatics Association,1: 127-141, 1994.

24. William J. Long, ``Temporal Reasoning for Diagnosis in a Causal Probabilistic Knowledge Base,'' Artificial Intelligence in Medicine, 8: 193-215, 1996.

25. William J. Long, Hamish Fraser, Shapur Naimi, ``Web Interface for the Heart Disease Program,'' American Medical Informatics Association Conference, pp. 762-767, Nov 1996.

26. William J. Long, Hamish Fraser, Shapur Naimi ``Reasoning Requirements for Diagnosis of Heart Disease,'' Artificial Intelligence in Medicine,10: 5-24, 1997.

Theses Supervised:

1. Stephen Paul Kegelmeyer, ``Graphical Representation of the Angina Medical Diagnosis Program,'' May 1985, Bachelor of Science.

2. Tze-Yun Leong, ``The Reasoning Process Of An Auscultation Expert System,'' May 1987, Bachelor of Science.

3. Steven L. Novick, ``Reasoning Over Time About the Causes of Arrhythmia,'' May 1987, Master of Science.

4. Heidi J. Macus, Deriving a Bayesian Probability Network from Data, MIT BS Thesis, May 1991.

5. Fiona Tan, Interactive Heart Failure Database, MIT BS Thesis, May 1991.

6. Adrian Mogos, Developing an Interactive Model for Therapy Prediction, MIT BS Thesis, May 1991.

7. William D. Jimerson, Evaluating Accuracy of Case-Based Reasoning in Heart Failure Diagnosis, MIT BS Thesis, May 1992.