{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T17:27:27Z","timestamp":1760549247027},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2012,8,3]],"date-time":"2012-08-03T00:00:00Z","timestamp":1343952000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/2.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["EURASIP J. Adv. Signal Process."],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1186\/1687-6180-2012-167","type":"journal-article","created":{"date-parts":[[2012,8,3]],"date-time":"2012-08-03T14:14:18Z","timestamp":1344003258000},"source":"Crossref","is-referenced-by-count":11,"title":["Combining data fusion with multiresolution analysis for improving the classification accuracy of uterine EMG signals"],"prefix":"10.1186","volume":"2012","author":[{"given":"Bassam","family":"Moslem","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohamad","family":"Diab","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohamad","family":"Khalil","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Catherine","family":"Marque","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,8,3]]},"reference":[{"key":"323_CR1","doi-asserted-by":"publisher","first-page":"1636","DOI":"10.1016\/0002-9378(93)90456-S","volume":"169","author":"D Devedeux","year":"1993","unstructured":"Devedeux D, Marque C, Mansour S, Germain G, Duchene J: Uterine electromyography: a critical review. Am. J. Obstet. Gynecol 1993, 169: 1636-1653.","journal-title":"Am. J. Obstet. Gynecol"},{"key":"323_CR2","first-page":"160","volume-title":"Monitoring the Progress of Pregnancy and Detecting Labor Using Uterine Electromyography. International Symposium on Bioelectronics and Bioinformatics","author":"B Moslem","year":"2009","unstructured":"Moslem B, Hassan M, Khalil M, Marque C, Diab M: Monitoring the Progress of Pregnancy and Detecting Labor Using Uterine Electromyography. International Symposium on Bioelectronics and Bioinformatics. RMIT University, School of Electrical and Computer Engineering, Melbourne; 2009:160-163."},{"issue":"7 Suppl","key":"323_CR3","doi-asserted-by":"publisher","first-page":"S5","DOI":"10.1186\/1471-2393-7-S1-S5","volume":"1","author":"CK Marque","year":"2007","unstructured":"Marque CK, Terrien J, Rihana S, Germain G: Preterm labour detection by use of a biophysical marker: the uterine electrical activity. BMC Pregnancy Childbirth 2007, 1(7 Suppl):S5.","journal-title":"BMC Pregnancy Childbirth"},{"key":"323_CR4","doi-asserted-by":"publisher","first-page":"465","DOI":"10.1007\/s10439-006-9248-8","volume":"35","author":"WL Maner","year":"2007","unstructured":"Maner WL, Garfield RE: Identification of human term and preterm labor using artificial neural networks on uterine electromyography data. Ann. Biomed. Eng 2007, 35: 465-473. 10.1007\/s10439-006-9248-8","journal-title":"Ann. Biomed. Eng"},{"key":"323_CR5","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1504\/IJMIC.2009.024330","volume":"6","author":"N Lu","year":"2008","unstructured":"Lu N, Wang J, McDermott I, Thornton S, Vatish M, Randeva H: Uterine electromyography signal feature extraction and classification. Int J Modelling, Identification and Control 2008, 6: 136-146.","journal-title":"Int J Modelling, Identification and Control"},{"key":"323_CR6","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1016\/S0095-5108(03)00105-2","volume":"30","author":"H Maul","year":"2003","unstructured":"Maul H, Maner WL, Saade GR, Garfield RE: The physiology of uterine contractions. Clin. Perinatol 2003, 30: 665-676. v 10.1016\/S0095-5108(03)00105-2","journal-title":"Clin. Perinatol"},{"key":"323_CR7","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1113\/eph8602114","volume":"86","author":"S Wray","year":"2001","unstructured":"Wray S, Kupittayanant S, Shmygol A, Smith RD, Burdyga T: The physiological basis of uterine contractility: a short review. Exp. Physiol 2001, 86: 239-246. 10.1113\/eph8602114","journal-title":"Exp. Physiol"},{"key":"323_CR8","volume-title":"Improving the classification rate of labor vs. normal pregnancy contractions by using EHG multichannel recordings. 32nd Annual International Conference of the IEEE EMBS Buenos Aires","author":"M Hassan","year":"2010","unstructured":"Hassan M, Terrien J, Alexandersson A, Karlsson B, Marque C: Improving the classification rate of labor vs. normal pregnancy contractions by using EHG multichannel recordings. 32nd Annual International Conference of the IEEE EMBS Buenos Aires. 2010."},{"key":"323_CR9","first-page":"187","volume":"11","author":"C Marque","year":"1989","unstructured":"Marque C, Duchene J: Human abdominal EHG processing for uterine contraction monitoring. Biotechnology 1989, 11: 187-226.","journal-title":"Biotechnology"},{"key":"323_CR10","first-page":"6296","volume-title":"Conf Proc IEEE Eng Med Biol Soc","author":"M Hassan","year":"2009","unstructured":"Hassan M, Terrien J, Karlsson B, Marque C: Spatial analysis of uterine EMG signals: evidence of increased in synchronization with term. Conf Proc IEEE Eng Med Biol Soc 2009, 6296-6299. 2009\/12\/08 ed"},{"key":"323_CR11","first-page":"9","volume":"2010","author":"M Hassan","year":"2010","unstructured":"Hassan M, Terrien J, Karlsson B, Marque C: Interactions between Uterine EMG at Different Sites Investigated Using Wavelet Analysis: Comparison of Pregnancy and Labor Contractions. EURASIP Journal on Advances in Signal Processing 2010, 2010: 9.","journal-title":"EURASIP Journal on Advances in Signal Processing"},{"key":"323_CR12","first-page":"1","volume-title":"EURASIP Journal on Advances in Signal Processing","author":"J Terrien","year":"2010","unstructured":"Terrien J, Steingrimsdottir T, Marque C, Karlsson B: Synchronization between EMG at Different Uterine Locations Investigated Using Time-Frequency Ridge Reconstruction: Comparison of Pregnancy and Labor Contractions. EURASIP Journal on Advances in Signal Processing 2010, 1-10. 2010"},{"key":"323_CR13","doi-asserted-by":"publisher","first-page":"2178","DOI":"10.1109\/TBME.2010.2049111","volume":"57","author":"C Rabotti","year":"2010","unstructured":"Rabotti C, Mischi M, Oei SG, Bergmans JW: Noninvasive estimation of the electrohysterographic action-potential conduction velocity. IEEE Trans Biomed Eng 2010, 57: 2178-2187.","journal-title":"IEEE Trans Biomed Eng"},{"key":"323_CR14","first-page":"6934","volume":"2009","author":"M Mischi","year":"2009","unstructured":"Mischi M, Rabotti C, Vosters LJ, Oei SG, Bergmans JM: Electrohysterographic conduction velocity estimation. Conf Proc IEEE Eng Med Biol Soc 2009, 2009: 6934-6937.","journal-title":"Conf Proc IEEE Eng Med Biol Soc"},{"key":"323_CR15","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1016\/j.ajog.2010.09.024","volume":"204","author":"M Lucovnik","year":"2011","unstructured":"Lucovnik M, Maner WL, Chambliss LR, Blumrick R, Balducci J, Novak-Antolic Z, et al.: Noninvasive uterine electromyography for prediction of preterm delivery. Am. J. Obstet. Gynecol 2011, 204: 228. e1-10","journal-title":"Am. J. Obstet. Gynecol"},{"key":"323_CR16","doi-asserted-by":"publisher","first-page":"745","DOI":"10.1088\/0967-3334\/30\/8\/002","volume":"30","author":"C Rabotti","year":"2009","unstructured":"Rabotti C, Mischi M, van Laar JO, Oei GS, Bergmans JW: Inter-electrode delay estimators for electrohysterographic propagation analysis. Physiol. Meas 2009, 30: 745-761. 10.1088\/0967-3334\/30\/8\/002","journal-title":"Physiol. Meas"},{"key":"323_CR17","first-page":"267","volume-title":"Signal Processing Systems (SiPS)","author":"B Moslem","year":"2011","unstructured":"Moslem B, Diab MO, Khalil M, Marque C: Classification of multichannel uterine EMG signals by using unsupervised competitive learning. Signal Processing Systems (SiPS) 2011, 267-272. IEEE Workshop on2011"},{"key":"323_CR18","first-page":"2602","volume-title":"Classification of multichannel uterine EMG signals","author":"B Moslem","year":"2011","unstructured":"Moslem B, Diab MO, Marque C, Khalil M: Classification of multichannel uterine EMG signals. Engineering in Medicine and Biology Society,EMBC; 2011:2602-2605. Annual International Conference of the IEEE2011"},{"key":"323_CR19","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1007\/BF01250288","volume":"5","author":"N Saito","year":"1995","unstructured":"Saito N, Coifman RR: Local discriminant bases and their applications. Journal of Mathematical Imaging and Vision 1995, 5: 337-358. 10.1007\/BF01250288","journal-title":"Journal of Mathematical Imaging and Vision"},{"key":"323_CR20","first-page":"139","volume-title":"11th Mediterranean Conf on Med and Biomed Eng and Comp","author":"B Karlsson","year":"2007","unstructured":"Karlsson B, Terrien J, Gudmundsson V, Steingrimsdottir T, Marque C: Abdominal EHG on a 4 by 4 grid: mapping and presenting the propagation of uterine contractions. In 11th Mediterranean Conf on Med and Biomed Eng and Comp. Edited by: Jarm T, Kramar P, Zupanic A. Springer, Berlin Heidelberg; 2007:139-143."},{"key":"323_CR21","doi-asserted-by":"publisher","first-page":"444","DOI":"10.1016\/S0161-4754(99)70032-1","volume":"22","author":"GJ Lehman","year":"1999","unstructured":"Lehman GJ, McGill SM: The importance of normalization in the interpretation of surface electromyography: a proof of principle. J. Manipulative Physiol. Ther 1999, 22: 444-446. 10.1016\/S0161-4754(99)70032-1","journal-title":"J. Manipulative Physiol. Ther"},{"key":"323_CR22","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1007\/BF02344726","volume":"43","author":"K Umapathy","year":"2005","unstructured":"Umapathy K, Krishnan S: Feature analysis of pathological speech signals using local discriminant bases technique. Medical and Biological Engineering and Computing 2005, 43: 457-464. 10.1007\/BF02344726","journal-title":"Medical and Biological Engineering and Computing"},{"key":"323_CR23","doi-asserted-by":"publisher","first-page":"361","DOI":"10.5405\/jmbe.768","volume":"30","author":"B Moslem","year":"2010","unstructured":"Moslem B, Khalil M, Marque C, Diab MO: Energy Distribution Analysis of Uterine Electromyography Signals. Journal of Medical and Biological Engineering 2010, 30: 361-366. 10.5405\/jmbe.768","journal-title":"Journal of Medical and Biological Engineering"},{"key":"323_CR24","doi-asserted-by":"publisher","first-page":"1182","DOI":"10.1109\/TBME.1986.325698","volume":"33","author":"C Marque","year":"1986","unstructured":"Marque C, Duchene JM, Leclercq S, Panczer GS, Chaumont J: Uterine EHG processing for obstetrical monitoring. IEEE Trans Biomed Eng 1986, 33: 1182-1187.","journal-title":"IEEE Trans Biomed Eng"},{"key":"323_CR25","doi-asserted-by":"publisher","first-page":"S33","DOI":"10.1016\/j.ejogrb.2009.02.016","volume":"144","author":"D Schlembach","year":"2009","unstructured":"Schlembach D, Maner WL, Garfield RE, Maul H: Monitoring the progress of pregnancy and labor using electromyography. Eur. J. Obstet. Gynecol. Reprod. Biol 2009, 144: S33-S39.","journal-title":"Eur. J. Obstet. Gynecol. Reprod. Biol"},{"key":"323_CR26","volume-title":"Pattern Classification","author":"R Duda","year":"2000","unstructured":"Duda R, Hart P, Stork D: Pattern Classification. 2nd edition. Wiley-Interscience; 2000.","edition":"2"},{"key":"323_CR27","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1109\/34.824819","volume":"22","author":"AK Jain","year":"2000","unstructured":"Jain AK, Duin RPW, Jianchang M: Statistical pattern recognition: a review. Pattern Analysis and Machine Intelligence, IEEE Transactions on 2000, 22: 4-37. 10.1109\/34.824819","journal-title":"Pattern Analysis and Machine Intelligence, IEEE Transactions on"},{"key":"323_CR28","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1016\/S0301-2115(00)00418-8","volume":"95","author":"I Verdenik","year":"2001","unstructured":"Verdenik I, Pajntar M, Leskosek B: Uterine electrical activity as predictor of preterm birth in women with preterm contractions. Eur. J. Obstet. Gynecol. Reprod. Biol 2001, 95: 149-153. 10.1016\/S0301-2115(00)00418-8","journal-title":"Eur. J. Obstet. Gynecol. Reprod. Biol"},{"key":"323_CR29","doi-asserted-by":"publisher","first-page":"988","DOI":"10.1109\/72.788640","volume":"10","author":"VN Vapnik","year":"1999","unstructured":"Vapnik VN: An overview of statistical learning theory. IEEE Trans. Neural Netw 1999, 10: 988-999. 10.1109\/72.788640","journal-title":"IEEE Trans. Neural Netw"},{"key":"323_CR30","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1049\/ecej:19970602","volume":"9","author":"PK Varshney","year":"1997","unstructured":"Varshney PK: Multisensor data fusion. Electronics & Communication Engineering Journal 1997, 9: 245-253. 10.1049\/ecej:19970602","journal-title":"Electronics & Communication Engineering Journal"},{"key":"323_CR31","doi-asserted-by":"publisher","first-page":"1367","DOI":"10.1109\/36.763301","volume":"37","author":"J Benediktsson","year":"1999","unstructured":"Benediktsson J, Kanellopoulos I: Classification of multisource and hyperspectral data based on decision fusion. IEEE Trans Geosci Remote Sens 1999, 37: 1367-1377. 10.1109\/36.763301","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"323_CR32","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1007\/978-3-540-89859-7_5","volume-title":"Fusion of Multichannel Biosignals Towards Automatic Emotion Recognition Multisensor Fusion and Integration for Intelligent Systems","author":"J Kim","year":"2009","unstructured":"Kim J, Andr\u00e9 E: Fusion of Multichannel Biosignals Towards Automatic Emotion Recognition Multisensor Fusion and Integration for Intelligent Systems. Edited by: Hahn H, Ko H, Lee S. Springer, Berlin Heidelberg; 2009:55-68."},{"key":"323_CR33","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1109\/10.900270","volume":"48","author":"BO Peters","year":"2001","unstructured":"Peters BO, Pfurtscheller G, Flyvbjerg H: Automatic differentiation of multichannel EEG signals. IEEE Trans Biomed Eng 2001, 48: 111-116. 10.1109\/10.900270","journal-title":"IEEE Trans Biomed Eng"},{"key":"323_CR34","doi-asserted-by":"publisher","first-page":"1869","DOI":"10.1109\/TBME.2005.856272","volume":"52","author":"L Gupta","year":"2005","unstructured":"Gupta L, Chung B, Srinath MD, Molfese DL, Kook H: Multichannel fusion models for the parametric classification of differential brain activity. IEEE Trans Biomed Eng 2005, 52: 1869-1881. 10.1109\/TBME.2005.856272","journal-title":"IEEE Trans Biomed Eng"},{"key":"323_CR35","volume-title":"Llinas J","author":"D Hall","year":"2001","unstructured":"Hall D: Llinas J. CRC Press, Handbook of multisensor data fusion; 2001."},{"key":"323_CR36","doi-asserted-by":"publisher","first-page":"688","DOI":"10.1109\/21.156582","volume":"22","author":"JA Benediktsson","year":"1992","unstructured":"Benediktsson JA, Swain PH: Consensus theoretic classification methods. Systems, Man and Cybernetics, IEEE Transactions on 1992, 22: 688-704. 10.1109\/21.156582","journal-title":"Systems, Man and Cybernetics, IEEE Transactions on"},{"key":"323_CR37","doi-asserted-by":"publisher","first-page":"748","DOI":"10.1109\/10.844224","volume":"47","author":"M Khalil","year":"2000","unstructured":"Khalil M, Duchene J: Uterine EMG analysis: a dynamic approach for change detection and classification. IEEE Trans Biomed Eng 2000, 47: 748-756. 10.1109\/10.844224","journal-title":"IEEE Trans Biomed Eng"},{"key":"323_CR38","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1515\/jpme.1998.26.6.413","volume":"26","author":"RE Garfield","year":"1998","unstructured":"Garfield RE, Chwalisz K, Shi L, Olson G, Saade GR: Instrumentation for the diagnosis of term and preterm labour. J. Perinat. Med 1998, 26: 413-436. 10.1515\/jpme.1998.26.6.413","journal-title":"J. Perinat. Med"},{"key":"323_CR39","doi-asserted-by":"publisher","first-page":"829","DOI":"10.1088\/0967-3334\/29\/7\/011","volume":"29","author":"C Rabotti","year":"2008","unstructured":"Rabotti C, Mischi M, van Laar JO, Oei GS, Bergmans JW: Estimation of internal uterine pressure by joint amplitude and frequency analysis of electrohysterographic signals. Physiol. Meas 2008, 29: 829-841. 10.1088\/0967-3334\/29\/7\/011","journal-title":"Physiol. Meas"},{"key":"323_CR40","volume-title":"Marque C","author":"J Terrien","year":"2006","unstructured":"Terrien J, Rihana S, Gondry J: Marque C. Modeling the effects of the electrodes position on the surface EMG characteristics, IFAC Modeling and Control in Biomedical Systems; 2006."},{"key":"323_CR41","first-page":"93","volume-title":"A multisensor data fusion approach for improving the classification accuracy of uterine EMG signals. Electronics, Circuits and Systems (ICECS)","author":"B Moslem","year":"2011","unstructured":"Moslem B, Khalil M, Diab MO, Chkeir A, Marque C: A multisensor data fusion approach for improving the classification accuracy of uterine EMG signals. Electronics, Circuits and Systems (ICECS). 2011, 93-96. 18th IEEE International Conference on2011"},{"key":"323_CR42","first-page":"2802","volume-title":"Complexity analysis of the uterine electromyography. Engineering in Medicine and Biology Society (EMBC)","author":"B Moslem","year":"2010","unstructured":"Moslem B, Khalil M, Marque C, Diab MO: Complexity analysis of the uterine electromyography. Engineering in Medicine and Biology Society (EMBC). 2010, 2802-2805. Annual International Conference of the IEEE2010"}],"container-title":["EURASIP Journal on Advances in Signal Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1186\/1687-6180-2012-167\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1687-6180-2012-167.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1687-6180-2012-167.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,1,23]],"date-time":"2019-01-23T03:09:57Z","timestamp":1548212997000},"score":1,"resource":{"primary":{"URL":"https:\/\/asp-eurasipjournals.springeropen.com\/articles\/10.1186\/1687-6180-2012-167"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,8,3]]},"references-count":42,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["323"],"URL":"https:\/\/doi.org\/10.1186\/1687-6180-2012-167","relation":{},"ISSN":["1687-6180"],"issn-type":[{"value":"1687-6180","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,8,3]]},"article-number":"167"}}