{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T12:10:19Z","timestamp":1774527019835,"version":"3.50.1"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2010,10,13]],"date-time":"2010-10-13T00:00:00Z","timestamp":1286928000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Med Syst"],"published-print":{"date-parts":[[2012,6]]},"DOI":"10.1007\/s10916-010-9604-y","type":"journal-article","created":{"date-parts":[[2010,10,13]],"date-time":"2010-10-13T18:45:13Z","timestamp":1286995513000},"page":"1425-1439","source":"Crossref","is-referenced-by-count":24,"title":["Application of Bayesian Classifier for the Diagnosis of Dental Pain"],"prefix":"10.1007","volume":"36","author":[{"given":"Subhagata","family":"Chattopadhyay","sequence":"first","affiliation":[]},{"given":"Rima M.","family":"Davis","sequence":"additional","affiliation":[]},{"given":"Daphne D.","family":"Menezes","sequence":"additional","affiliation":[]},{"given":"Gautam","family":"Singh","sequence":"additional","affiliation":[]},{"given":"Rajendra U.","family":"Acharya","sequence":"additional","affiliation":[]},{"given":"Toshio","family":"Tamura","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2010,10,13]]},"reference":[{"issue":"2","key":"9604_CR1","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1016\/j.jflm.2008.08.016","volume":"16","author":"M Kiani","year":"2009","unstructured":"Kiani, M., and Sheikhazadi, A., A five-year survey for dental malpractice claims in Tehran, Iran. J. Forensic Leg. Med. 16(2):76\u201382, 2009.","journal-title":"J. Forensic Leg. Med."},{"issue":"4157","key":"9604_CR2","first-page":"1124","volume":"85","author":"A Tversky","year":"1974","unstructured":"Tversky, A., and Kahneman, D., Judgment under uncertainty: Heuristics and Biases Amos Tversky. Sci. New Ser. 85(4157):1124\u20131131, 1974.","journal-title":"Sci. New Ser."},{"key":"9604_CR3","doi-asserted-by":"crossref","DOI":"10.1007\/0-387-36278-9","volume-title":"Biomedical informatics-computer applications in health care and biomedicine","author":"EH Shortliffe","year":"2006","unstructured":"Shortliffe, E. H., and Cimino, J. J., Biomedical informatics-computer applications in health care and biomedicine, 3rd edition. Springer, New York, 2006.","edition":"3"},{"issue":"3","key":"9604_CR4","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1111\/j.1600-0528.1987.tb00508.x","volume":"15","author":"D Locker","year":"1987","unstructured":"Locker, D., and Grushka, M., Prevalence of oral and facial pain and discomfort: Preliminary results of a mail survey. Community Dent. Oral Epidemiol. 15(3):169\u2013172, 1987.","journal-title":"Community Dent. Oral Epidemiol."},{"issue":"2","key":"9604_CR5","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1111\/j.1600-0579.2007.00418.x","volume":"11","author":"RC Borra","year":"2007","unstructured":"Borra, R. C., Andrade, P. M., Corr\u00eaa, L., and Novelli, M. D., Development of an open case-based decision-support system for diagnosis in oral pathology. Eur. J. Dent. Educ. 11(2):87\u201392, 2007.","journal-title":"Eur. J. Dent. Educ."},{"issue":"1","key":"9604_CR6","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1002\/j.0022-0337.1996.60.1.tb03011.x","volume":"60","author":"SC White","year":"1996","unstructured":"White, S. C., Decision-support systems in dentistry. J. Dent. Educ. 60(1):47\u201363, 1996.","journal-title":"J. Dent. Educ."},{"issue":"2","key":"9604_CR7","first-page":"101","volume":"46","author":"WH Raab","year":"1991","unstructured":"Raab, W. H., Acute and chronic toothache. Dtsch Zahn\u00e4rztl. Z. 46(2):101\u2013108, 1991.","journal-title":"Dtsch Zahn\u00e4rztl. Z."},{"issue":"6","key":"9604_CR8","doi-asserted-by":"crossref","first-page":"707","DOI":"10.1016\/S0221-0363(10)70101-3","volume":"91","author":"M Paris","year":"2010","unstructured":"Paris, M., Trunde, F., Bossard, D., Farges, J. C., and Coudert, J. L., Dental ankylosis diagnosed by CT with tridimensional reconstructions. J. Radiol. 91(6):707\u2013711, 2010.","journal-title":"J. Radiol."},{"issue":"9","key":"9604_CR9","doi-asserted-by":"crossref","first-page":"1097","DOI":"10.14219\/jada.archive.2010.0340","volume":"141","author":"J Cunha-Cruz","year":"2010","unstructured":"Cunha-Cruz, J., Wataha, J. C., Zhou, L., Manning, W., Trantow, M., Bettendorf, M. M., et al., J. Am. Dent. Assoc. 141(9):1097\u20131105, 2010.","journal-title":"J. Am. Dent. Assoc."},{"issue":"3","key":"9604_CR10","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1179\/crn.2010.029","volume":"28","author":"J Khan","year":"2010","unstructured":"Khan, J., Heir, G. M., and Quek, S. Y., Cerebellopontine angle (CPA) tomor mimicking dental pain following facial trauma. Cranio 28(3):205\u2013208, 2010.","journal-title":"Cranio"},{"issue":"8","key":"9604_CR11","doi-asserted-by":"crossref","first-page":"1013","DOI":"10.14219\/jada.archive.2009.0312","volume":"140","author":"R Weisleder","year":"2009","unstructured":"Weisleder, R., Yamauchi, S., Caplan, D. J., Trope, M., and Teixeira, F. B., The validity of pulp testing: A clinical study. J. Am. Dent. Assoc. 140(8):1013\u20131017, 2009.","journal-title":"J. Am. Dent. Assoc."},{"issue":"3","key":"9604_CR12","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1016\/0030-4220(93)90277-B","volume":"76","author":"FJ Firriolo","year":"1993","unstructured":"Firriolo, F. J., and Wang, T., Diagnosis of selected pulpal pathoses using an expert computer system. Oral Surg. Oral Med. Oral Pathol. 76(3):390\u2013396, 1993.","journal-title":"Oral Surg. Oral Med. Oral Pathol."},{"issue":"1","key":"9604_CR13","doi-asserted-by":"crossref","first-page":"27","DOI":"10.5005\/jcdp-3-1-43","volume":"3","author":"H Umar","year":"2002","unstructured":"Umar, H., Capabilities of computerized clinical decision support systems: The implications for the practicing dental professional. J. Contemp. Dent. Pract. 3(1):27\u201342, 2002.","journal-title":"J. Contemp. Dent. Pract."},{"key":"9604_CR14","unstructured":"Rudin, J. L., DART (Diagnostic Aid and Resource Tool): A computerized clinical decision support system for oral pathology. Compend. 15(11):1316, 1318, 1320, 1994."},{"issue":"1","key":"9604_CR15","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1038\/sj.bdj.4809538","volume":"184","author":"PE Mercer","year":"1998","unstructured":"Mercer, P. E., and Ralph, J. P., Computer-assisted learning and the general dental practitioner. Br. Dent. J. 184(1):43\u201346, 1998.","journal-title":"Br. Dent. J."},{"issue":"4","key":"9604_CR16","doi-asserted-by":"crossref","first-page":"695","DOI":"10.1016\/S0011-8532(22)00431-1","volume":"30","author":"SA Ralls","year":"1986","unstructured":"Ralls, S. A., Cohen, M. E., and Southard, T. E., Computer-assisted dental diagnosis. Dent. Clin. North Am. 30(4):695\u2013712, 1986.","journal-title":"Dent. Clin. North Am."},{"issue":"6","key":"9604_CR17","first-page":"50","volume":"76","author":"NA Zhizhina","year":"1997","unstructured":"Zhizhina, N. A., Prokhonchukov, A. A., Balashov, A. N., and Pelkovski\u012d, V Iu, The DIAST automated computer system for the differential diagnosis and treatment of periodontal diseases. Stomatologiia (Mosk.) 76(6):50\u201355, 1997.","journal-title":"Stomatologiia (Mosk.)"},{"issue":"5\u20136","key":"9604_CR18","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1016\/S0300-5712(98)00012-8","volume":"26","author":"P Grigg","year":"1998","unstructured":"Grigg, P., and Stephens, C. D., Computer-assisted learning in dentistry a view from the UK. J. Dent. 26(5\u20136):387\u2013395, 1998.","journal-title":"J. Dent."},{"issue":"3","key":"9604_CR19","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1007\/s00784-009-0307-z","volume":"14","author":"K Araki","year":"2010","unstructured":"Araki, K., Matsuda, Y., Seki, K., and Okano, T., Effect of computer assistance on observer performance of approximal caries diagnosis using intraoral digital radiography. Clin. Oral Investig. 14(3):319\u2013325, 2010.","journal-title":"Clin. Oral Investig."},{"key":"9604_CR20","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1136\/bmj.2.5804.9","volume":"2","author":"FT deDombal","year":"1972","unstructured":"deDombal, F. T., Leaper, D. J., Staniland, J. R., McCann, A. P., and Horrock, J. C., Computer-aided diagnosis of acute abdominal pain. BMJ 2:9\u201313, 1972.","journal-title":"BMJ"},{"issue":"4","key":"9604_CR21","first-page":"309","volume":"9","author":"GF Cooper","year":"1992","unstructured":"Cooper, G. F., and Herskovits, E., A Bayesian method for the induction of probabilistic networks from data. Mach. Learn. 9(4):309\u2013347, 1992.","journal-title":"Mach. Learn."},{"issue":"1","key":"9604_CR22","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1214\/088342304000000044","volume":"19","author":"DA Berry","year":"2004","unstructured":"Berry, D. A., Bayesian statistics and the efficiency and ethics of clinical trials. Stat. Sci. 19(1):175\u2013187, 2004.","journal-title":"Stat. Sci."},{"key":"9604_CR23","first-page":"445","volume":"30","author":"SB Tan","year":"2001","unstructured":"Tan, S. B., Introduction to Bayesian methods for medical research. Ann. Acad. Med. Singapore 30:445, 2001.","journal-title":"Ann. Acad. Med. Singapore"},{"key":"9604_CR24","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1186\/1471-2482-9-12","volume":"9","author":"A Stojadinovic","year":"2009","unstructured":"Stojadinovic, A., Peoples, G. E., Libutti, S. K., Henry, L. R., Eberhardt, J., Howard, R. S., et al., Development of a clinical decision model for thyroid nodules. BMC Surg. 9:12, 2009.","journal-title":"BMC Surg."},{"issue":"2","key":"9604_CR25","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1097\/SLA.0b013e3181bd5187","volume":"251","author":"A Nissan","year":"2010","unstructured":"Nissan, A., Protic, M., Bilchik, A., Eberhardt, J., Peoples, G. E., and Stojadinovic, A., Predictive model of outcome of targeted nodal assessment in colorectal cancer. Ann. Surg. 251(2):265\u2013274, 2010.","journal-title":"Ann. Surg."},{"issue":"4","key":"9604_CR26","first-page":"218","volume":"17","author":"MS Gilthorpe","year":"2000","unstructured":"Gilthorpe, M. S., Maddick, I. H., and Petrie, A., Introduction to Bayesian modelling in dental research. Community Dent. Health 17(4):218, 2000.","journal-title":"Community Dent. Health"},{"issue":"3","key":"9604_CR27","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1902\/jop.2009.080146","volume":"80","author":"M Nieri","year":"2009","unstructured":"Nieri, M., Rotundo, R., Franceschi, D., Cairo, F., Cortellini, P., and Prato, G. P., Factors affecting the outcome of the coronally advanced flap procedure: A Bayesian network analysis. J. Periodontol. 80(3):405\u2013410, 2009.","journal-title":"J. Periodontol."},{"key":"9604_CR28","doi-asserted-by":"crossref","unstructured":"Mago, V. K., Prasad, B., Bhatia, A., and Mago, A., A decision making system for the treatment of dental caries, in Soft computing applications in business, Prasad B. (Ed.) Vol. 230. Springer, Berlin, pp. 231\u2013242, 2008.","DOI":"10.1007\/978-3-540-79005-1_12"},{"issue":"28","key":"9604_CR29","doi-asserted-by":"crossref","first-page":"3492","DOI":"10.1002\/sim.3647","volume":"28","author":"D Bandyopadhyay","year":"2009","unstructured":"Bandyopadhyay, D., Reich, B. J., and Slate, E. H., Bayesian modeling of multivariate spatial binary data with applications to dental caries. Stat. Med. 28(28):3492\u20133508, 2009.","journal-title":"Stat. Med."},{"issue":"1","key":"9604_CR30","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1093\/biostatistics\/kxh023","volume":"6","author":"A Komarek","year":"2005","unstructured":"Komarek, A., Lesaffre, E., Harkanen, T., Declerck, D., and Virtanen, J. I., A Bayesian analysis of multivariate doubly-interval-censored dental data. Biostatistics 6(1):145\u2013155, 2005.","journal-title":"Biostatistics"},{"key":"9604_CR31","unstructured":"Nie, N., Bent, D. H., and Hull, C. H., Statistical package for the social sciences, McGraw-Hill. Eds 1 & 2, 1970, 1975."},{"issue":"3","key":"9604_CR32","first-page":"179","volume":"25","author":"GW Taylor","year":"2004","unstructured":"Taylor, G. W., Manz, M. C., and Borgnakke, W. S., Diabetes, periodontal diseases, dental caries, and tooth loss: A review of the literature. Compend. Contin. Educ. Dent. 25(3):179\u2013184, 2004.","journal-title":"Compend. Contin. Educ. Dent."},{"issue":"9499","key":"9604_CR33","doi-asserted-by":"crossref","first-page":"1809","DOI":"10.1016\/S0140-6736(05)67728-8","volume":"366","author":"BL Pihlstrom","year":"2005","unstructured":"Pihlstrom, B. L., Michalowicz, B. S., and Johnson, N. W., Periodontal diseases. Lancet 366(9499):1809\u20131820, 2005.","journal-title":"Lancet"},{"issue":"3","key":"9604_CR34","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1007\/BF02310555","volume":"16","author":"LJ Cronbach","year":"1951","unstructured":"Cronbach, L. J., Coefficient alpha and the internal structure of tests. Psychometrika 16(3):297\u2013334, 1951.","journal-title":"Psychometrika"},{"key":"9604_CR35","unstructured":"Santos, J. R. A., Cronbach\u2019s alpha: A tool for assessing the reliability of scales. J. Ext. 37(2), 1999."},{"key":"9604_CR36","unstructured":"Han J., and Kamber M., Data mining: concepts and techniques. Morgan Kaufmann Publishers, 2006."},{"issue":"9","key":"9604_CR37","doi-asserted-by":"crossref","first-page":"817","DOI":"10.1177\/154405910508400907","volume":"84","author":"MCM Wong","year":"2005","unstructured":"Wong, M. C. M., Lam, K. F., and Lo, E. C. M., Bayesian analysis of clustered interval-censored data. J. Dent. Res. 84(9):817\u2013821, 2005.","journal-title":"J. Dent. Res."},{"key":"9604_CR38","unstructured":"Russell, S., and Norvig, P., Artificial Intelligence: A Modern Approach (3rd. edition). Pearson Prentice Hall, 2009."},{"issue":"3","key":"9604_CR39","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1093\/comjnl\/3.3.175","volume":"3","author":"HH Rosenbrock","year":"1960","unstructured":"Rosenbrock, H. H., An automatic method for finding the greatest or least value of a function. Comput. J. 3(3):175\u2013184, 1960.","journal-title":"Comput. J."},{"issue":"6634","key":"9604_CR40","doi-asserted-by":"crossref","first-page":"1454","DOI":"10.1136\/bmj.296.6634.1454","volume":"296","author":"MJ Campbell","year":"1988","unstructured":"Campbell, M. J., and Gardner, M. J., Statistics in medicine: Calculating confidence intervals for some non-parametric analyses. Br. Med. J. 296(6634):1454\u20131456, 1988.","journal-title":"Br. Med. J."},{"key":"9604_CR41","unstructured":"Antony, J., Pros and cons of Six Sigma: An academic perspective. TQM Mag. 16(4):303\u2013306, 2004."},{"key":"9604_CR42","unstructured":"Carlin, B. P., and Louis, T. A., Bayes and empirical bays methods for data analysis. J. Stat. Comput. 7(2):153\u2013154, 1997."}],"container-title":["Journal of Medical Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-010-9604-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10916-010-9604-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-010-9604-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,3]],"date-time":"2023-06-03T20:17:09Z","timestamp":1685823429000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10916-010-9604-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,10,13]]},"references-count":42,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2012,6]]}},"alternative-id":["9604"],"URL":"https:\/\/doi.org\/10.1007\/s10916-010-9604-y","relation":{},"ISSN":["0148-5598","1573-689X"],"issn-type":[{"value":"0148-5598","type":"print"},{"value":"1573-689X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,10,13]]}}}