Watson: Beyond Jeopardy!
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Barnett, 1987, DXplain: An evolving diagnostic decision-support system, JAMA, 258, 67, 10.1001/jama.1987.03400010071030
E.S. Berner, Diagnostic decision support systems: Why arenʼt they used more and what can we do about it?, in: AMIA Annu. Symp. Proc., 2006, pp. 1167–1168.
1984
Cannon, 2000, A comparison of the effects of computer and manual reminders on compliance with a mental health clinical practice guideline, J. Am. Med. Inform. Assoc., 7, 196, 10.1136/jamia.2000.0070196
Chapman, 2001, A simple algorithm for identifying negated findings and diseases in discharge summaries, J. Biomed. Inform., 34, 301, 10.1006/jbin.2001.1029
C. Clarke, G. Cormack, T. Lynam, Exploiting redundancy in question answering, in: Proceedings of SIGIR, 2001, pp. 358–365.
Coiera, 2003
Console, 1996, Using compiled knowledge to guide and focus abductive diagnosis, IEEE Trans. Knowl. Data Eng., 8, 690, 10.1109/69.542024
Deerwester, 1990, Indexing by latent semantic analysis, J. Am. Soc. Inform. Sci., 41, 391, 10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9
Elstein, 1995, Clinical reasoning in medicine, 49
Evaluation and Management Services Guide, Department of Health and Human Services Centers for Medicare & Medicaid Services, December 2010, ICN: 006764.
Ferrucci, 2010, Building Watson: An overview of the DeepQA project, AI Magazine, 59, 10.1609/aimag.v31i3.2303
Ferrucci, 2004, UIMA: An architectural approach to unstructured information processing in the corporate research environment, Nat. Lang. Eng., 10, 327, 10.1017/S1351324904003523
Friedman, 1999, Enhancement of cliniciansʼ diagnostic reasoning by computer-based consultation: A multisite study of 2 systems, JAMA, 282, 1851, 10.1001/jama.282.19.1851
R. Goebel, K. Furukawa, D. Poole, Using definite clauses and integrity constraints as the basis for a theory formation approach to diagnostic reasoning, in: Proceedings of the Third International Conference on Logic Programming, 1986, pp. 211–222.
Graber, 2005, Diagnostic error in internal medicine, Arch. Intern. Med., 165, 1493, 10.1001/archinte.165.13.1493
Kirch, 1996, Misdiagnosis at a university hospital in 4 medical eras, Medicine (Baltimore), 75, 29, 10.1097/00005792-199601000-00004
H. Liu, A. Lussier, C. Friedman, A study of abbreviations in the UMLS, in: Proceedings of the American Medical Informatics Association Symposium, 2001, pp. 393–397.
D. Moldovan, S. Harabagiu, M. Pasca, R. Mihalcea, R. Girju, R. Goodrum, V. Rus, The structure and performance of an open-domain question answering system, in: Proc. of the 38th Meeting of the Association for Computational Linguistics, 2000, pp. 563–570.
J.D. Myers, The background of INTERNIST-I and QMR, in: Proceedings of ACM Conference on History of Medical Informatics, 1987, pp. 195–197.
Peirce, 1901, Abduction and induction
H.E. Pople, On the mechanization of abductive logic, in: Proceedings of the Third International Joint Conference on Artificial Intelligence, 1972, pp. 147–152.
J. Prager, E. Brown, A. Coden, D. Radev, Question answering by predictive annotation, in: Proceedings of the ACM SIGIR Conference on Research and Development in Information Retrieval, 2000, pp. 184–191.
Ramnarayan, 2006, Assessment of the potential impact of a reminder system on the reduction of diagnostic errors: A quasi-experimental study, BMC Med. Inform. Decis. Mak., 6, 22, 10.1186/1472-6947-6-22
Ramnarayan, 2003, ISABEL: A web-based differential diagnostic aid for paediatrics: Results from an initial performance evaluation, Arch. Dis. Child., 88, 408, 10.1136/adc.88.5.408
Schiff, 2005, Diagnosing Diagnosis Errors: Lessons from a Multi-Institutional Collaborative Project, vol. 2
Shojania, 2003, Changes in rates of autopsy detected diagnostic errors over time, JAMA, 289, 2849, 10.1001/jama.289.21.2849
Shortliffe
Sim, 2001, Clinical decision support systems for the practice of evidence-based medicine, J. Am. Med. Inform. Assoc., 8, 527, 10.1136/jamia.2001.0080527
Singh, 2010, Reducing diagnostic error through medical home based primary care reform, JAMA, 304, 463, 10.1001/jama.2010.1035
C. Wang, J. Fan, A. Kalyanpur, D. Gondek, Relation extraction with relation topics, in: Conf. on Emp. Methods in Natural Language Processing, 2011, pp. 9:1–9:12.
H.R. Warner, P. Haug, O. Bouhaddou, M. Lincoln, H. Warner, D. Sorenson, J.W. Williamson, C. Fan, ILIAD as an expert consultant to teach differential diagnosis, in: Proc. Annu. Symp. Comput. Appl. Med. Care, 1988, pp. 371–376.