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Original

Technology Transfer from the Science of Medicine to the Real World: The Potential Role Played by Artificial Adaptive Systems

Pages 267-304 | Published online: 03 Jul 2009

References

  • Ahmad K. Lectures on fuzzy logic and fuzzy systems. 2002, https://www.cs.tcd.ie/Khurshid.Ahmad/Fuzzy%20Logic%20Fuzzy%20control%20Systems_Outline.pdf
  • Andriulli A., Grossi E., Buscema M., Festa V., Intraligi N. M., Dominici P., et al. Contribution of artificial neural networks to the classification and treatment of patients with uninvestigated dyspepsia. Digestive and Liver Disease 2003; 35: 222–231
  • Bates D. W., Cohen M., Leape L. L., Overhage M., Shabot M., Sheridan T. Reducing the frequency of errors in medicine using information technology. Journal of the American Medical Informatics Association 2001; 8: 299–308
  • Blacker C. V. R., Mortimore L. Randomized controlled trials and naturalistic data: Time for a change?. Human Psychopharmacology 1996; 11: 353–363
  • Bland J. M., Kerry S. M. Trials randomized in clusters. British Medical Journal 1997; 315: 600
  • Block G. Are clinical trials really the answer?. American Journal of Clinical Nutrition 1996; 62: 1517–1520
  • Brent C., http://www.himss.org/content/files/proceedings/2002 Retrieved from
  • Buscema M. A brief overview and introduction to artificial neural networks. Substance Use & Misuse 2002; 37(8–10)1093–1148
  • Buscema M. Genetic doping algorithm (GenD): Theory and applications. Expert Systems 2004; 21(2)63–80
  • Charlton B. G. The scope and nature of epidemiology. Journal of Clinical Epidemiology 1996; 49: 623–626
  • Charlton B. G. Commentary: Fundamental deficiencies in the megatrial methodology. Current Controlled Trials in Cardiovascular Medicine 2001; 2: 2–7
  • Chassin M. Is health care ready for six sigma quality?. Milbank Quarterly 1998; 76(4)1–14
  • Chassin M. R., Galvin R. W., the National Roundtable on Health Care Quality. The urgent need to improve health care quality. Journal of the American Medical Association 1998; 280(11)1000–1005
  • de Carvalho M. Medical errors in hospitalized patients. Journal of Pediatrics 2002; 78(4)261–268
  • Feinstein A. R. Art, science, and the doctor–patient relationship. Annals of the New York Academy of Sciences 1994; 729: 19–21
  • Flum D. R., Morris A., Koepsell T., Patchen Dellinger E. Has misdiagnosis of appendicitis decreased over time? A population-based analysis. Journal of the American Medical Association 2001; 286: 1748–1753
  • Gigerenzer G., Edwards A. Simple tools for understanding risks: From innumeracy to insight. British Medical Journal 2003; 327: 741–744
  • Glouberman S., Zimmerman B. Complicated and complex systems: What would successful reform of Medicare look like?. Commission on the Future of Health in Canada. York University. 2002, [Discussion paper no. 8]
  • Goldberger A. L. Nonlinear dynamics for clinicians: Chaos theory, fractals, and complexity at the bedside. Lancet 1996; 347: 1312–1314
  • Gollub J. P., Cross M. C. Nonlinear dynamics: Chaos in space and time. Nature 2000; 404: 710–711
  • Goodwin J. Chaos and the limits of modern medicine. Journal of the American Medical Association 1997; 278: 1399–1400
  • Hlatky M. A., Cotugno H. E., Mark D. B., O'Connor C., Califf R. M., Pryor D. B. Trends in physician management of uncomplicated acute myocardial infarction, 1970 to 1987. American Journal of Cardiology 1988; 61(8)515–518
  • Horvitz R. I., Singer B. H., Makuch R. W., Viscoli C. M. Can treatment that is helpful on average be harmful to some patients? A study of the conflicting information-needs of clinical inquiry and drug regulation. Journal of Clinical Epidemiology 1996; 49: 395–400
  • Horwitz R. I., Viscoli C. M., Clemens J. D., Sadock R. T. Developing improved observational methods for evaluating therapeutic effectiveness. American Journal of Medicine 1990; 89(5)630–638
  • Ioannidis J. P. Materializing research promises: Opportunities, priorities and conflicts in translational medicine. Journal of Translational Medicine 2004; 2(1)5
  • Joffe M. M., Rosenbaum P. R. Invited commentary: Propensity scores. American Journal of Epidemiology 1999; 150(4)327–333
  • Kahneman D., Slovic P., Tverskey A. Judgment under uncertainty: Heuristics and biases. Cambridge University Press, Cambridge 1982
  • Kaplan D., Glass L. Understanding nonlinear dynamics. Springer-Verlag, New York 1995
  • Kattan M. Statistical prediction models, artificial neural networks, and the sophism “I am a patient, not a statistic,”. Journal of Clinical Oncology 2002; 20: 885–887
  • Kroll M. H. Biological variation of glucose and insulin includes a deterministic chaotic component. Biosystems 1999; 50: 189–201
  • Leape. To err is human. Building a safer health system. National Academy Press, Washington, DC 1999
  • Lisboa P. J. G. A review of evidence of health benefit from artificial neural networks in medical intervention. Neural Networks 2002; 15(1)11–39
  • Longstreth G. F. Irritable bowel syndrome. Diagnosis in the managed care era. Digestive Diseases and Sciences 1997; 42(6)1105–1111
  • Marshall G., Blacklock J. W. S., Cameron C., Capon N. B., Cruikckheank R., Gdaddum J. H., Heaf F. R. G., Bradford Hill A., Houghton L. E., Hoyle Clifford J., Raistrick H., Scadding J. G., Tytler W. H., Wilson G. S., Hart D'Arcy P., et al. Streptomycin treatment of pulmonary tuberculosis. British Medical Journal Oct 30, 1948; iii(4582)769–782
  • Mayer P. L., Awad I. A., Todor R., Harbaugh K., Varnavas G., Lansen T. A., et al. Misdiagnosis of symptomatic cerebral aneurysm: Prevalence and correlation with outcome at four institutions. Stroke 1996; 27: 1558–1563
  • Mecocci P., Grossi E., Buscema M., Intraligi M., Savare R., Rinaldi P., et al. Use of artificial networks in clinical trials: A pilot study to predict responsiveness to Donepezil in Alzheimer's disease. Journal of the American Geriatrics Society 2002; 50(11)1857–1860
  • Miller G. A. The magical number seven, plus or minus two: Some limits on our capacity for processing information. The Psychological Review 1956; 63: 81–97
  • Moses L. E. Measuring effects without randomized trials? Options, problems, challenges. Medical Care 1995; 33: AS8–AS14, (Suppl. 4)
  • Muir-Gray J. A. National electronic Library for Health (NeLH) Information in practice. British Medical Journal 1999; 319: 1476
  • Naguib R. When conclusions are hypotheses: Artificial intelligence and cancer research (Lecture). De Montfort University, Leicester February 6, 2002
  • Nowack W. J. Epilepsy: A costly misdiagnosis. Clinical Electroencephalography 1997; 28(4)225–228
  • Peto R., Collins R., Gray R. Large-scale randomized evidence: Large, simple trials and overviews of trials. Annals of the New York Academy of Sciences 1993; 703: 314–340
  • Rambihar V. S., Baum M. A mathematical (chaos and complexity) theory of medicine, health and disease: Refiguring medical thought. A new chaos based medicine beyond 2000: The response to evidence, V. S. Rambihar. Vashna Publications, Toronto 2000
  • Roy-Byrne P. P., Sherbourne C. D., Craske M. G., Stein M. B., Katon W., Sullivan G., et al. Moving treatment research from clinical trials to the real world. Psychiatric Services 2003; 54(3)327–332
  • Rutten-Van Molken M. P. M. H., Van Doorslaer E. K. V., VanVliet R. C. J. A. Statistical analysis of cost outcomes in a randomized controlled clinical trial. Health Economics 1994; 3: 333–345
  • Saito Y. A., Locke G. R., Talley N. J., Zinsmeister A. R., Fett S. L., Melton L. J., 3rd. A comparison of the Rome and Manning criteria for case identification in epidemiological investigations of irritable bowel syndrome. American Journal of Gastroenterology 2000; 95(10)2816–2824
  • Schmid P., Wischnewsky M. B., Sezer O., Bohm R., Possinger K. Prediction of response to hormonal treatment in metastatic breast cancer. Oncology 2002; 63(4)309–316
  • Shaneyfelt T. M., Mayo-Smith M. F., Rothwangl J. Are guidelines following guidelines? The methodological quality of clinical practice guidelines in the peer-reviewed medical literature. Journal of the American Medical Association 1999; 281(20)1900–1905
  • Simes R. J. Clinical trials and “real-world” medicine. Trial evidence best informs real-world medicine when it is relevant to the clinical problem. Medical Journal of Australia 2002; 177(8)410–411
  • Vannemreddy P., Nanda A., Kelley R., Baskaya M. K. Delayed diagnosis of intracranial aneurysms: Confounding factors in clinical presentation and the influence of misdiagnosis on outcome. Southern Medical Journal 2001; 94(11)1108–1111
  • Vomweg T. W., Buscema M., Kauczor H. U., Teifke A., Intraligi M., Terzi S., et al. Improved artificial neural networks in prediction of malignancy of lesions in contrast-enhanced MR-mammography. Medical Physics 2003; 30(9)2350–2359
  • Weinger M. B., Ancoli-Israel S. Sleep deprivation and clinical performance. Journal of the American Medical Association 2002; 287: 955–957
  • Zadeh L. A. Fuzzy sets. Information and Control 1965; 8: 338–353
  • Zadeh L. A. Probability measures of fuzzy events. Journal of Mathematical Analysis and Applications 1968; 23: 421–427

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