{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T07:05:08Z","timestamp":1721286308845},"reference-count":43,"publisher":"Elsevier BV","issue":"5","license":[{"start":{"date-parts":[[1994,10,1]],"date-time":"1994-10-01T00:00:00Z","timestamp":780969600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Artificial Intelligence in Medicine"],"published-print":{"date-parts":[[1994,10]]},"DOI":"10.1016\/0933-3657(94)90002-7","type":"journal-article","created":{"date-parts":[[2004,4,17]],"date-time":"2004-04-17T08:46:56Z","timestamp":1082191616000},"page":"359-381","source":"Crossref","is-referenced-by-count":27,"title":["On the quality of neural net classifiers"],"prefix":"10.1016","volume":"6","author":[{"given":"Michael","family":"Egmont-Petersen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan L.","family":"Talmon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jytte","family":"Brender","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter","family":"McNair","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/0933-3657(94)90002-7_BIB1","author":"Andersen","year":"1984"},{"key":"10.1016\/0933-3657(94)90002-7_BIB2","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1162\/neco.1989.1.1.151","article-title":"What size net gives a valid generalization?","volume":"1","author":"Baum","year":"1989","journal-title":"Neural Computat"},{"key":"10.1016\/0933-3657(94)90002-7_BIB3","article-title":"Information systems validation, I: A method for validation of functional aspects","author":"Brender","year":"1989"},{"key":"10.1016\/0933-3657(94)90002-7_BIB4","series-title":"Proc. Medical Informatics Europe '90","first-page":"360","article-title":"Meta-knowledge as a means for quality management in knowledge-based systems","volume":"40","author":"Brender","year":"1990"},{"key":"10.1016\/0933-3657(94)90002-7_BIB5","article-title":"Meta-knowledge Concepts, Deliverable 24","author":"Brender","year":"1990"},{"key":"10.1016\/0933-3657(94)90002-7_BIB6","unstructured":"J. Brender, J.L. Talmon and P. McNair, Framework for validation of semantic aspects of knowledge, in preparation."},{"key":"10.1016\/0933-3657(94)90002-7_BIB7","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1177\/001316446002000104","article-title":"A coefficient of agreement for nominal scales","volume":"20","author":"Cohen","year":"1960","journal-title":"Educational and Psychological Measurement"},{"key":"10.1016\/0933-3657(94)90002-7_BIB8","series-title":"Proc. 1992 IEEE Workshop on Neural Networks for Signal Processing","first-page":"306","article-title":"Neural network detection of small moving radar targets in an ocean environment","author":"Cunningham","year":"1992"},{"key":"10.1016\/0933-3657(94)90002-7_BIB9","series-title":"Quality control in clinical chemistry \u2014 efforts to find an efficient strategy","first-page":"1","volume":"44","year":"1984"},{"key":"10.1016\/0933-3657(94)90002-7_BIB10","article-title":"Reconnaissance des formes par la m\u00e9thode des plus proches voisins","author":"Devijver","year":"1977"},{"key":"10.1016\/0933-3657(94)90002-7_BIB11","article-title":"Interobserver variation in the assessment of fetal heart rate recordings","author":"Donker","year":"1991"},{"key":"10.1016\/0933-3657(94)90002-7_BIB12","author":"Everitt","year":"1977"},{"key":"10.1016\/0933-3657(94)90002-7_BIB13","author":"Fleiss","year":"1981"},{"key":"10.1016\/0933-3657(94)90002-7_BIB14","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1037\/h0028106","article-title":"Large sample standard errors of kappa and weighted kappa","volume":"72","author":"Fleiss","year":"1969","journal-title":"Psychological Bull."},{"issue":"suppl 181","key":"10.1016\/0933-3657(94)90002-7_BIB15","first-page":"1","article-title":"Evaluation of test data from clinical studies, I: Terminology, graphic interpretation, diagnostic strategies and selection of sample groups, II: Critical review of the concepts efficiency, receiver operated characteristics (ROC) and likelihood ratios","volume":"46","author":"Gerhardt","year":"1986","journal-title":"Scand. J. Clin. Lab. Invest."},{"key":"10.1016\/0933-3657(94)90002-7_BIB16","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1055\/s-0038-1635553","article-title":"Pattern recognition and artificial intelligence in medical research and practice","volume":"28","author":"Gelsema","year":"1989","journal-title":"Methods of Informat. in Med."},{"key":"10.1016\/0933-3657(94)90002-7_BIB17","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1109\/34.58871","article-title":"Neural Network Ensembles","volume":"12","author":"Hansen","year":"1990","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"10.1016\/0933-3657(94)90002-7_BIB18","series-title":"Proc. 1992 IEEE Workshop on Neural Networks for Signal Processing","first-page":"333","article-title":"Ensemble methods for handwritten digit recognition","author":"Hansen","year":"1992"},{"key":"10.1016\/0933-3657(94)90002-7_BIB19","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1017\/S0140525X00079760","article-title":"What connectionist models learn: Learning and representation in connectionist networks","volume":"13","author":"Hanson","year":"1990","journal-title":"Behavioral and Brain Sci."},{"key":"10.1016\/0933-3657(94)90002-7_BIB20","series-title":"Proc. Third Conf. on Artificial Intelligence in Medicine","first-page":"119","article-title":"A connectionist aid to the early diagnosis of myocardial infarction","volume":"44","author":"Harrison","year":"1991"},{"key":"10.1016\/0933-3657(94)90002-7_BIB21","series-title":"Proc. AIME-89 Conf.","first-page":"115","article-title":"Connectionist models in medicine: an investigation of their potential","volume":"38","author":"Hart","year":"1989"},{"key":"10.1016\/0933-3657(94)90002-7_BIB22","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/0004-3702(89)90049-0","article-title":"Connectionist learning procedures","volume":"40","author":"Hinton","year":"1989","journal-title":"Artificial Intelligence"},{"key":"10.1016\/0933-3657(94)90002-7_BIB23","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1055\/s-0038-1634790","article-title":"Using connectionistic modules for decision support","volume":"29","author":"Hripcsak","year":"1990","journal-title":"Methods of Information in Med."},{"key":"10.1016\/0933-3657(94)90002-7_BIB24","first-page":"1","article-title":"Validity in diagnosing Osteoporosis","volume":"4","author":"Jensen","year":"1984","journal-title":"Europ. J. Radiol."},{"key":"10.1016\/0933-3657(94)90002-7_BIB25","first-page":"179","article-title":"On the representation of continuous functions of several variables by superposition of continuous functions of a smaller number of variables","volume":"108","author":"Komolgorov","year":"1956","journal-title":"Dokl. Akad."},{"key":"10.1016\/0933-3657(94)90002-7_BIB26","doi-asserted-by":"crossref","first-page":"615","DOI":"10.1002\/1520-6750(198812)35:6<615::AID-NAV3220350608>3.0.CO;2-K","article-title":"A Pareto race","volume":"35","author":"Korhonen","year":"1988","journal-title":"Naval Research Logistics"},{"key":"10.1016\/0933-3657(94)90002-7_BIB27","series-title":"Neural networks for Signal Processing II","year":"1992"},{"key":"10.1016\/0933-3657(94)90002-7_BIB28","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1037\/h0031643","article-title":"Measures of response agreement for qualitative data: Some generalizations and alternatives","volume":"76","author":"Light","year":"1971","journal-title":"Psychol. Bull."},{"key":"10.1016\/0933-3657(94)90002-7_BIB29","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1109\/72.165592","article-title":"Avoiding false local minima by proper initialization of connections","volume":"3","author":"Lodewyk","year":"1992","journal-title":"IEEE Trans. Neural Networks"},{"key":"10.1016\/0933-3657(94)90002-7_BIB30","author":"Minsky","year":"1969"},{"key":"10.1016\/0933-3657(94)90002-7_BIB31","doi-asserted-by":"crossref","first-page":"675","DOI":"10.1021\/ac00013a720","article-title":"The quest for quality in the laboratory","volume":"63","author":"Nadkarni","year":"1992","journal-title":"Analytical Chemistry"},{"key":"10.1016\/0933-3657(94)90002-7_BIB32","series-title":"Issues in evaluation of computer-based support to clinical decision making","year":"1989"},{"key":"10.1016\/0933-3657(94)90002-7_BIB33","author":"Read","year":"1988"},{"key":"10.1016\/0933-3657(94)90002-7_BIB34","author":"Rumelhart","year":"1986"},{"key":"10.1016\/0933-3657(94)90002-7_BIB35","series-title":"Proc. Computing in Clinical Laboratories '92","first-page":"58","article-title":"Automatic decision support based on voting by independent decision support systems","author":"Schi\u00f8ler","year":"1992"},{"key":"10.1016\/0933-3657(94)90002-7_BIB36","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1109\/51.59210","article-title":"Artificial Neural Nets in computeraided macro motor unit potential classification","author":"Schizas","year":"1990","journal-title":"Trans. IEEE Eng. in Med. and Biol."},{"key":"10.1016\/0933-3657(94)90002-7_BIB37","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1080\/09540098908915640","article-title":"An approach to combining explanation-based and neural learning algorithms","volume":"1","author":"Shavlik","year":"1989","journal-title":"Connection Sci."},{"key":"10.1016\/0933-3657(94)90002-7_BIB38","author":"Siegel","year":"1956"},{"key":"10.1016\/0933-3657(94)90002-7_BIB39","author":"Simpson","year":"1990"},{"key":"10.1016\/0933-3657(94)90002-7_BIB40","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1007\/BF00993103","article-title":"Extracting refined rules from knowledge-based neural networks","volume":"13","author":"Towell","year":"1993","journal-title":"Machine Learning"},{"key":"10.1016\/0933-3657(94)90002-7_BIB41","article-title":"Segmentierung radiologisch dokumentierter fokaler Knochenl\u00e4sionen auf Basis kontextbezogener Vektoren mit neuronalen Netzwerken","author":"Vogelsang","year":"1993"},{"key":"10.1016\/0933-3657(94)90002-7_BIB42","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1055\/s-0038-1634794","article-title":"Evaluation of ECG interpretation results obtained by computer and cardiologists","volume":"29","author":"Willems","year":"1990","journal-title":"Methods of Informat. in Med."},{"key":"10.1016\/0933-3657(94)90002-7_BIB43","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1109\/MSPEC.1984.6370431","article-title":"Making computers think like people","author":"Zadeh","year":"1984","journal-title":"IEEE Spectrum"}],"container-title":["Artificial Intelligence in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:0933365794900027?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:0933365794900027?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,2,13]],"date-time":"2019-02-13T12:58:26Z","timestamp":1550062706000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/0933365794900027"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1994,10]]},"references-count":43,"journal-issue":{"issue":"5","published-print":{"date-parts":[[1994,10]]}},"alternative-id":["0933365794900027"],"URL":"https:\/\/doi.org\/10.1016\/0933-3657(94)90002-7","relation":{},"ISSN":["0933-3657"],"issn-type":[{"value":"0933-3657","type":"print"}],"subject":[],"published":{"date-parts":[[1994,10]]}}}