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- William J. Long, A Program Writer, MIT/LCS/TR-187, Laboratory for
Computer Science, Massachusetts Institute of Technology, Cambridge,
Massachusetts, November 1977.
- William J. Long ``Criteria for Computer Generated Therapy Advice in a
Clinical Domain,'' 1980 Computers in Cardiology Conference, pp 285-288,
October 1980.
- 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.
- 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.
- 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.
- 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.
- 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.
- William J. Long, ``Causal Reasoning in a Physiological Model as a
Computational Paradigm,'' MEDCOMP-83, October 1983.
- William J. Long, ``Potential of Artificial Intelligence in the Use of
Electrocardiographic Data,'' Computerized Interpretation of the
Electrocardiogram IX, pp 285-294, June 1984.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
-
W. J. Long, S. Naimi, M. G. Criscitiello, G. Larsen ``Differential
Diagnosis Generation from a Causal Network with Probabilities,''
Computers in Cardiology Conference, 1988.
-
William Long, ``Medical Diagnosis Using a Probabilistic Causal
Network,'' Applied Artificial Intelligence, 3: 367-383, 1989.
-
William J. Long, ``Flexible Reasoning about Patient Management
using Multiple Models,'' Artificial Intelligence in Medicine, 3: 3-20, 1991.
-
William J. Long, ``The Probability of Disease,'' Proceedings of
the Fifteenth Annual Symposium on Computer Applications in Medical
Care, pp 619-623, 1991.
-
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.
-
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.
-
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.
-
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.
-
William J. Long,
``Temporal Reasoning for Diagnosis in a Causal Probabilistic Knowledge Base,''
Artificial Intelligence in Medicine, 8: 193-215, 1996.
-
William J. Long, Hamish Fraser, Shapur Naimi,
``Web Interface for the Heart Disease Program,''
American Medical Informatics Association Conference,
pp. 762-767, Nov 1996.
-
William J. Long, Hamish Fraser, Shapur Naimi ``Reasoning
Requirements for Diagnosis of Heart Disease,'' Artificial
Intelligence in Medicine,10: 5-24, 1997.
Theses Supervised:
- Stephen Paul Kegelmeyer, ``Graphical Representation of the Angina
Medical Diagnosis Program,'' May 1985, Bachelor of Science.
- Tze-Yun Leong, ``The Reasoning Process Of An Auscultation Expert System,''
May 1987, Bachelor of Science.
- Steven L. Novick, ``Reasoning Over Time About the Causes of
Arrhythmia,'' May 1987, Master of Science.
- Heidi J. Macus, Deriving a Bayesian Probability Network from
Data, MIT BS Thesis, May 1991.
- Fiona Tan, Interactive Heart Failure Database, MIT BS Thesis, May
1991.
- Adrian Mogos, Developing an Interactive Model for Therapy Prediction,
MIT BS Thesis, May 1991.
- William D. Jimerson, Evaluating Accuracy of Case-Based
Reasoning in Heart Failure Diagnosis, MIT BS Thesis, May 1992.
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