Do neural networks revolutionize our prediction abilities?;Revolutionieren Neuronale Netze unsere Vorhersagefahigkeiten?

Zentralblatt fur Chirurgie

Volumn 124, Issue 8, 1999, Pages 692-698

  Brause, R W ^a  

^a GOETHE UNIVERSITY   (Germany)

Author keywords

Automatic prediction; Neural networks; Neurofuzzy medical systems; Statistical classification

Indexed keywords

ARTIFICIAL NEURAL NETWORK; DATA ANALYSIS; DIAGNOSTIC ACCURACY; ERROR; HUMAN; MEDICAL TECHNOLOGY; PATIENT CODING; PREDICTION; REVIEW; ARTIFICIAL INTELLIGENCE; COMPUTER ASSISTED DIAGNOSIS; EXPERT SYSTEM; PROGNOSIS; REPRODUCIBILITY; TREATMENT OUTCOME;

ARTIFICIAL INTELLIGENCE; DIAGNOSIS, COMPUTER-ASSISTED; EXPERT SYSTEMS; HUMANS; NEURAL NETWORKS (COMPUTER); PROGNOSIS; REPRODUCIBILITY OF RESULTS; TREATMENT OUTCOME;

EID: 0032588659     PISSN: 0044409X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Review

References (17)

1. Bottaci L, Drew P, Hartley, Hadfield M, Farouk R, Lee P, Macintyre I, Duthie G, Monson J (1997) Artificial neural networks applied to outcome prediction for colorectal cancer patients in separate institutions. Lancet 350: 469-472
2. Bounds D, Lloyd PJ (1988) A multi-layer perception network for the diagnosis of low back pain. Proc IEEE Int Conf on Neural Networks Vol. II: 481-489
3. Brause R (1995) Neuronale Netze, 2. Aufl. Stuttgart: Teubner
4. Cicchetli DV (1992) Neural networks and diagnosis in the clinical laboratory: state of the art. Clin Chem 38: 9-10
5. de Dombal FT, Leaper DJ, Staniland JR, McCann AP, Horrocks JC (1972) Acute abdominal pain. Brit Med J 2: 9-13
6. Gamper J, Steimann F (1996) Medizinische Expertensysteme -Eine kritische Betrachtung. APIS-Zeitschrift für Politik, Ethik, Wissenschaft und Kultur im Gesundheitswesen. Auch unter http://www.kbs.uni-hannover.de/paper/96/gam96_apis.ps abrufbar.
7. http://www.klinik.um-frankfurt.de/papers/abdom_p.htm
8. Heden B, Edenbrandt L, Haisty WK Jr, Pahlm O (1994) Artificial neural networks for the electrocardiographic diagnosis of healed myocardial infarction. Am J Cardiol 74: 5-8
9. McGonigal M (1994) A new technique for survival prediction in trauma care using a neural network. Proc World Conference on Neural Networks, S.3495-3498
10. Miller PL (1986) Expert critiquing systems: Practice-based medical consultation by computer. New York: Springer
11. Šíma J, Neruda R (1994) The empty expert system and its application in medicine. Proc Europ Meeting on Cybernetics and System research, Vienna, S.1825-1832
12. Šíma J (1995) Neural expert systems. Neural Networks 8: 261-271
13. Snow PB, Smith DS (1994) Artificial neural networks in the diagnosis and prognosis of prostate cancer: a pilot study. J Urology 152(5 Pt 2): 1923-1926
14. Sharpe PK, Solberg HE, Rootwelt K, Yearworth M (1993) Artificial neural networks in diagnosis of thyroid function from in vitro laboratory tests. Clin Chem 39(11 Pt 1): 2248-2253
15. Wilding P, Morgan MA, Grygotis AE, Shoffner MA, Rosato EF (1994) Application of backpropagation neural networks to diagnosis of breast and ovarian cancer. Cancer Letters 77: 145-153
16. Yang TF, Devine B, Macfarlane PW (1993) Deterministic logic versus software-based artificial neural networks in the diagnosis of atrial fibrillation. J Electrocardiol 26 Suppl: 90-94
17. Yang TF, Devine B, Macfarlane PW (1994) Artificial neural networks for the diagnosis of atrial fibrillation. Med Biol Eng Comput 32: 615-619