{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T09:51:30Z","timestamp":1760608290458},"reference-count":14,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2006,2,17]],"date-time":"2006-02-17T00:00:00Z","timestamp":1140134400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BMC Med Inform Decis Mak"],"published-print":{"date-parts":[[2006,12]]},"abstract":"<jats:title>Abstract<\/jats:title>\n          <jats:sec>\n            <jats:title>Background<\/jats:title>\n            <jats:p>In this study we propose the development of a new algorithm for selecting optimal recording sites for limited lead body surface potential mapping. The proposed algorithm differs from previously reported methods in that it is based upon a simple and intuitive data driven technique that does not make any presumptions about deterministic characteristics of the data. It uses a forward selection based search technique to find the best combination of electrocardiographic leads.<\/jats:p>\n          <\/jats:sec>\n          <jats:sec>\n            <jats:title>Methods<\/jats:title>\n            <jats:p>The study was conducted using a dataset consisting of body surface potential maps (BSPM) recorded from 116 subjects which included 59 normals and 57 subjects exhibiting evidence of old Myocardial Infarction (MI). The performance of the algorithm was evaluated using spatial RMS voltage error and correlation coefficient to compare original and reconstructed map frames.<\/jats:p>\n          <\/jats:sec>\n          <jats:sec>\n            <jats:title>Results<\/jats:title>\n            <jats:p>In all, three configurations of the algorithm were evaluated and it was concluded that there was little difference in the performance of the various configurations. In addition to observing the performance of the selection algorithm, several lead subsets of 32 electrodes as chosen by the various configurations of the algorithm were evaluated. The rationale for choosing this number of recording sites was to allow comparison with a previous study that used a different algorithm, where 32 leads were deemed to provide an acceptable level of reconstruction performance.<\/jats:p>\n          <\/jats:sec>\n          <jats:sec>\n            <jats:title>Conclusion<\/jats:title>\n            <jats:p>It was observed that although the lead configurations suggested in this study were not identical to that suggested in the previous work, the systems did bear similar characteristics in that recording sites were chosen with greatest density in the precordial region.<\/jats:p>\n          <\/jats:sec>","DOI":"10.1186\/1472-6947-6-9","type":"journal-article","created":{"date-parts":[[2006,2,24]],"date-time":"2006-02-24T07:30:30Z","timestamp":1140766230000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":22,"title":["Selection of optimal recording sites for limited lead body surface potential mapping: A sequential selection based approach"],"prefix":"10.1186","volume":"6","author":[{"given":"Dewar D","family":"Finlay","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chris D","family":"Nugent","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark P","family":"Donnelly","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert L","family":"Lux","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul J","family":"McCullagh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Norman D","family":"Black","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2006,2,17]]},"reference":[{"key":"98_CR1","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1111\/j.1749-6632.1990.tb37299.x","volume":"601","author":"NC Flowers","year":"1990","unstructured":"Flowers NC, Horan LG: Body Surface Mapping Including Relationships with Endocardial and Epicardial Mapping. Annals of the New York Academy of Science. 1990, 601: 148-179.","journal-title":"Annals of the New York Academy of Science"},{"issue":"3","key":"98_CR2","doi-asserted-by":"publisher","first-page":"1040","DOI":"10.1161\/01.CIR.87.3.1040","volume":"87","author":"RL Lux","year":"1993","unstructured":"Lux RL: Electrocardiographic Mapping, Noninvasive Electrophysiological Cardiac Imaging. Circulation. 1993, 87 (3): 1040-1042.","journal-title":"Circulation"},{"key":"98_CR3","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1023\/A:1009940200781","volume":"3","author":"F Kornreich","year":"1997","unstructured":"Kornreich F: Clinical Utility of Body Surface potential Mapping. Cardiac Electrophysiology Review. 1997, 3: 304-307. 10.1023\/A:1009940200781.","journal-title":"Cardiac Electrophysiology Review"},{"issue":"9","key":"98_CR4","first-page":"265","volume":"7","author":"LI Horwitz","year":"1995","unstructured":"Horwitz LI: Current Clinical Utility of Body Surface Mapping. Journal of Invasive Cardiology. 1995, 7 (9): 265-274.","journal-title":"Journal of Invasive Cardiology"},{"issue":"4","key":"98_CR5","doi-asserted-by":"publisher","first-page":"334","DOI":"10.1016\/S0022-0736(05)80053-6","volume":"28","author":"R Nadeau","year":"1995","unstructured":"Nadeau R, Savard P, Gulrajani R, Cardinal R: Clinical Application of BSM. Journal of Electrocardiology. 1995, 28 (4): 334-335. 10.1016\/S0022-0736(05)80053-6.","journal-title":"Journal of Electrocardiology"},{"issue":"2","key":"98_CR6","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1016\/S0022-0736(99)90088-2","volume":"32","author":"R Hoekema","year":"1999","unstructured":"Hoekema R, Uijen GJH, van Oosterom A: On selecting a Body Surface Mapping Procedure. Journal of Electrocardiology. 1999, 32 (2): 93-101. 10.1016\/S0022-0736(99)90088-2.","journal-title":"Journal of Electrocardiology"},{"key":"98_CR7","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1161\/01.RES.49.1.186","volume":"49","author":"RL Lux","year":"1981","unstructured":"Lux RL, Evans AK, Burgess MJ, Wyatt RF, Abildskov JA: Redundancy reduction for improved display and analysis of body surface potential maps. I. Spatial Compression. Circulation Research. 1981, 49: 186-196.","journal-title":"Circulation Research"},{"key":"98_CR8","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1109\/TBME.1971.4502813","volume":"18","author":"RC Barr","year":"1971","unstructured":"Barr RC, Spach MS, Herman-Giddens S: Selection of the number and position of measuring locations for electrocardiography. IEEE Transactions on Biomedical Engineering. 1971, 18: 125-138.","journal-title":"IEEE Transactions on Biomedical Engineering"},{"issue":"3","key":"98_CR9","doi-asserted-by":"publisher","first-page":"270","DOI":"10.1109\/TBME.1978.326332","volume":"25","author":"RL Lux","year":"1978","unstructured":"Lux RL, Smith CR, Wyatt RF, Abildskov JA: Limited Lead Selection for the Estimation of Body Surface Potential Maps in Electrocardiography. IEEE Transactions on Biomedical Engineering. 1978, 25 (3): 270-276.","journal-title":"IEEE Transactions on Biomedical Engineering"},{"key":"98_CR10","doi-asserted-by":"publisher","first-page":"666","DOI":"10.1016\/0002-8703(62)90252-1","volume":"64","author":"HC Burger","year":"1962","unstructured":"Burger HC, van Brummelen AGW, vanHerpen G: Comprimise in vectorcardiography ii. Alterations of coefficients as a means of adapting one lead system to another. American Heart Journal. 1962, 64: 666-678. 10.1016\/0002-8703(62)90252-1.","journal-title":"American Heart Journal"},{"key":"98_CR11","doi-asserted-by":"crossref","unstructured":"Dower GE, Yakush A, Nazzal SB, Jutzy RV, Ruiz CE: Deriving the 12-Lead Electrocardiogram From Four (EASI) Electrodes. Journal of Electrocardiology. 1988, 182-187. 10.1016\/0022-0736(88)90090-8. Suppl 21","DOI":"10.1016\/0022-0736(88)90090-8"},{"issue":"2","key":"98_CR12","doi-asserted-by":"publisher","first-page":"356","DOI":"10.1161\/01.CIR.59.2.356","volume":"59","author":"RL Lux","year":"1979","unstructured":"Lux RL, Burgess MJ, Wyatt RF, Evans AK, Vincent GM, Abildskov JA: Clinically Practical Lead Systems for Improved Electrocardiography: Comparison with Precordial Grids and Conventional Lead Systems. Circulation. 1979, 59 (2): 356-363.","journal-title":"Circulation"},{"issue":"1\u20132","key":"98_CR13","first-page":"273","volume":"97","author":"R Kohavi","year":"1996","unstructured":"Kohavi R, John G: Wrappers for Feature Subset Selection. Artificial Intelligence Journal. 1996, 97 (1\u20132): 273-324.","journal-title":"Artificial Intelligence Journal"},{"issue":"4","key":"98_CR14","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1016\/S0022-0736(81)81006-0","volume":"14","author":"F Kornreich","year":"1981","unstructured":"Kornreich F, Rautaharja PM: The Missing Waveform and Diagnostic Information in the Standard 12 Lead Electrocardiogram. Journal of Electrocardiology. 1981, 14 (4): 341-350.","journal-title":"Journal of Electrocardiology"}],"container-title":["BMC Medical Informatics and Decision Making"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1472-6947-6-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/1472-6947-6-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1472-6947-6-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/1472-6947-6-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,31]],"date-time":"2021-08-31T22:31:52Z","timestamp":1630449112000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcmedinformdecismak.biomedcentral.com\/articles\/10.1186\/1472-6947-6-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,2,17]]},"references-count":14,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2006,12]]}},"alternative-id":["98"],"URL":"https:\/\/doi.org\/10.1186\/1472-6947-6-9","relation":{},"ISSN":["1472-6947"],"issn-type":[{"value":"1472-6947","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,2,17]]},"assertion":[{"value":"12 September 2005","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 February 2006","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 February 2006","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"9"}}