P. Johnson, Suppression of preterm labour, Drugs, vol.45, issue.5, pp.684-692, 1993.

L. Liu, S. Oza, D. Hogan, Y. Chu, J. Perin et al., Global, regional, and national causes of under 5 mortalities in 2000-15: an updated systematic analysis with implications for the Sustainable Development Goals, Lancet, vol.388, pp.3027-3062, 2016.

A. M. Miles, M. Monga, and K. S. Richeson, Correlation of external and internal monitoring of uterine activity in a cohort of term patients, American Journal of Perinatology, vol.18, issue.3, pp.137-140, 2001.

C. J. Lockwood, R. Wein, and R. Lapinksi, The presence of cervical and vaginal fetal fibronectin predicts preterm delivery in an inner-city obstetric population, Am. J. Obstet. Gynecol, vol.169, issue.4, pp.798-804, 1993.

M. P. Nageotte, D. Casal, and A. E. Senyei, Fetal fibronectic in patients at increased risk for premature birth, Am. J. Obstet. Gynecol, vol.170, pp.20-25, 1994.

C. J. Lockwood, R. D. Moscarelli, and R. Wein, Low concentrations of vaginal fetal fibronectin as a predictor of deliveries occurring after 41 weeks, Am. J. Obstet. Gynecol, vol.171, pp.1-4, 1994.

P. Hellemans, J. Gerris, and P. Verdonk, Fetal fibronectin detection for prediction of preterm birth in low risk women, Br. J. Obstet. Gynecol, vol.102, pp.207-212, 1995.

J. D. Iams, D. Casal, and J. A. Mcgregor, Fetal fibronectin improves the accurace of diagnosis of preterm labor, Am. J. Obstet. Gynecol, vol.173, pp.141-145, 1995.

J. A. Mcgregor, G. M. Jackson, and G. C. Lachelin, Salivary estriol as risk assessment for preterm labor: a prospective trial, Am. J. Obstet. Gynecol, vol.173, pp.1337-1342, 1995.

R. L. Copper, R. L. Godenberg, and M. B. Dubard, Cervical examination and tocodynamometry at 28 weeks' gestation: prediction of spontaneous preterm birth, Am. J. Obstet. Gynecol, vol.172, pp.666-671, 1995.

D. Devedeux, C. Marque, S. Mansour, G. Germain, and J. Duchene, Uterine electromyography: a critical review, Am J Obstet Gynecol, vol.169, pp.1636-53, 1993.
URL : https://hal.archives-ouvertes.fr/hal-02434193

M. Khalil and J. Duchêne, Une approche pour la détection fondée sur une somme cumulée dynamique associée à une décomposition multi échelle. Application à l'EMG utérin", Dix-septième Colloque Gretsi sur le traitement du signal et des images, 1999.

P. Johnson, Suppression of preterm labour, Drugs, vol.45, issue.5, pp.684-692, 1993.

L. Liu, S. Oza, D. Hogan, Y. Chu, J. Perin et al., Global, regional, and national causes of under-5 mortalities in 2000-15: an updated systematic analysis with implications for the Sustainable Development Goals, Lancet, vol.388, pp.3027-3062, 2016.

M. P. Nageotte, D. Casal, and A. E. Senyei, Fetal fibronectic in patients at increased risk for premature birth, Am. J. Obstet. Gynecol, vol.170, pp.20-25, 1994.

C. J. Lockwood, R. D. Moscarelli, and R. Wein, Low concentrations of vaginal fetal fibronectin as a predictor of deliveries occurring after 41 weeks, Am. J. Obstet. Gynecol, vol.171, pp.1-4, 1994.

P. Hellemans, J. Gerris, and P. Verdonk, Fetal fibronectin detection for prediction of preterm birth in low risk women, Br. J. Obstet. Gynecol, vol.102, pp.207-212, 1995.

J. D. Iams, D. Casal, and J. A. Mcgregor, Fetal fibronectin improves the accurace of diagnosis of preterm labor, Am. J. Obstet. Gynecol, vol.173, pp.141-145, 1995.

J. A. Mcgregor, G. M. Jackson, and G. C. Lachelin, Salivary estriol as risk assessment for preterm labor: a prospective trial, Am. J. Obstet. Gynecol, vol.173, pp.1337-1342, 1995.

M. T. Mella and V. Berghella, Prediction of preterm birth: cervical sonography, Seminars of Perinatology, vol.33, pp.317-341, 2009.

D. Alamedine, M. Khalil, and C. Marque, Comparison of Feature selection for Monopolar and Bipolar EHG signal, Recherche en Imagerie et Technologies pour la Santé, pp.25-27, 2015.

A. Diab, M. Hassan, C. Marque, and B. Karlsson, Performance analysis of four nonlinearity analysis methods using a model with variable complexity and application to uterine EMG signals, Medical Engineering & Physics, vol.36, issue.6, pp.761-767, 2014.
URL : https://hal.archives-ouvertes.fr/inserm-00995890

C. Marque, A. Diab, J. Laforêt, M. Hassan, and B. Karlsson, Dynamic Behavior of Uterine Contractions: An Approach Based on Source Localization and Multiscale Modeling". Knowledge and Systems Engineering, Advances in Intelligent Systems and Computing, vol.326
URL : https://hal.archives-ouvertes.fr/hal-02434250

, Date of Entry :11/11/1974, vol.8600, pp.23-29

D. Devedeux and J. Duchêne, « Evaluation quantitative de certaines caractéristiques de distributions temps/fréquence : application à l'electromyogramme (EMG) utérin, 1995.

, Study of the nonlinear properties and propagation Characteristics of The uterine electrical activity during pregnancy and Labor, 2014.

W. T. Eadie, Statistical Methods in Experimental Physics, vol.224, 1971.

M. Basseville and I. Nikiforov, Detection of Abrupt Changes: Theory and Application, 1993.
URL : https://hal.archives-ouvertes.fr/hal-00008518

A. V. Brandt, Detecting and estimating parameters jumps using ladder algorithms and likelihood ratio test, Proc. of ICASSP, pp.1017-1020, 1983.

M. Basseville and M. Benveniste, Sequential segmentation of non-stationary digital signals using spectral analysis, Information Sciences, vol.29, pp.57-73, 1983.

M. Basseville and M. Benveniste, Sequential detection of abrupt changes in spectral characteristics of digital signals, IEEE Transaction Information Theory, vol.29, issue.9, pp.709-724, 1983.

M. Hassan, S. Boudaoud, J. Terrien, B. Karlsson, and C. Marque, Combination of Canonical Correlation Analysis and Empirical Mode Decomposition applied to denoising the labor Electrohysterogram, IEEE TransBiomEng, vol.58, issue.9, pp.2441-2488, 2011.
URL : https://hal.archives-ouvertes.fr/hal-02431329

, Female Reproductive Part Student Images Photos With Female Reproductive Part

D. Shier, J. Butler, and R. Lewis, Hole's Essentials of Human Anatomy and Physiology, 1998.

E. N. Marieb, Essentials of Human Anatomy & Physiology, 2006.

R. Young and R. O. Hession, Three-dimensional structure of the smooth muscle in the term-pregnant human uterus, Obstet Gynecol, vol.93, pp.94-99, 1999.

T. Chard and J. G. Grudzinskas, The Uterus, 1995.

S. Weiss, T. Jaermann, P. Schmid, P. Staempli, P. Niederer et al., Threedimensional fiber architecture of the nonpregnant human uterus determined Ex Vivo using magnetic resonance diffusion tensor imaging, Discov Mol, Cell, Evol Biol, vol.288, pp.84-90, 2006.

R. C. Young, Myocytes, myometrium, and uterine contractions, Ann New York Acad Sci, 2007.

B. Sanborn, Ion channels and the control of myometrial electrical activity, Semin perinatal, vol.19, issue.1, pp.31-40, 1995.

B. M. Sanborn, Relationship of ion channel activity to control of myometrial calcium, J Soc Gynecol Investig, vol.7, pp.4-11, 2000.

R. Tribe, Regulation of human myometrial contractility during pregnancy and labour: are calcium homeostatic pathways important?, Exp Physiol, vol.86, pp.247-254, 2001.

S. Wray, K. Jones, S. Kuppittayanant, Y. Li, A. Matthew et al., Calcium signaling and uterine contractility, J Soc Gynecol Investig, vol.10, pp.252-264, 2003.

D. Devedeux, C. Marque, S. Mansour, G. Germain, and J. Duchene, Uterine electromyography: A critical review, Am J Obstet Gynecol, vol.169, pp.1636-1653, 1993.
URL : https://hal.archives-ouvertes.fr/hal-02434193

H. Kuriyama and A. Csapo, A study of the parturient uterus with the microelectrodes technique, Endocrinology, vol.68, pp.1010-1025, 1961.

G. Germain and P. Bonnin, Physiologie et vascularisation de l'utérus gravide, Cabrol D, Pons JC, Goffinet F. Traité d'obstétrique. Éditions Médecine-Sciences Flammarion, p.73, 2003.

T. Tabb, G. Thilander, A. Grover, E. Hertzberg, and R. Garfield, An immunochemical and immunocytologic study of the increase in myometrial gap junctions (and connexin 43) in rats and humans during pregnancy, Am J Obstet Gynecol, vol.167, issue.2, pp.559-567, 1992.

N. Tezuka, M. Ali, K. Chwalisz, and R. E. Garfield, Changes in transcripts encoding calcium channel subunits of rat myometrium during pregnancy, Am J Physiol, vol.269, pp.1008-1017, 1995.

G. A. Knock, R. M. Tribe, A. A. Hassoni, and P. I. Aaronson, Modulation of potassium current characteristics in human myometrial smooth muscle by 17b-Estradiol and Progesterone 1, Biol Reprod, vol.64, pp.1526-1534, 2001.

M. Doret, J. Pasquier, C. Gharibb, and P. Gaucherand, L'électromyogramme utérin : principes et intérêt pour le diagnostic de travail prématuré Uterine electromyogram: Principle and interest in the diagnosis of preterm labour, Journal de Gynecologie Obstétrique et Biologie de la Reproduction, vol.37, issue.1, pp.24-32, 2008.

C. Buhimschi, M. B. Boyle, and R. Garfield, Electrical activity of the human uterus during pregnancy as recorded from the abdominal surface, Obstet Gynecol, vol.90, pp.102-111, 1997.

C. Y. Kao, Electrophysiological properties of the uterine smooth muscle. The biology of the uterus, Editions Wynn RM, 1989.

R. E. Garfield, H. Maul, W. Maner, C. Fittkow, G. Olson et al., Uterine electromyography and light-induced fluorescence in the management of term and preterm labor, J Soc Gynecol Investig, vol.9, pp.265-275, 2002.

R. A. Word, J. T. Stull, M. L. Casey, and K. E. Kamm, Contractile elements and myosin light chain phosphorylation in myometrial tissue from non-pregnant and pregnant women, Journal of Clinical Investigation, vol.92, issue.1, pp.29-37, 1993.

S. J. Lye, B. J. Nicholson, M. Mascarenhas, L. Mackenzie, and T. Petrocelli, Increased expression of connexin-43 in the rat myometrium during labor is associated with an increase in the plasma estrogen: progesterone ratio, Endocrinology, vol.132, pp.2380-2386, 1993.

R. E. Garfield, M. Ali, C. Yallampalli, and H. Izumi, Role of gap junctions and nitric oxyde in control of myometrial contractlitySemin perinatal, vol.19, pp.41-51, 1995.

J. Lansac, H. Marret, and J. Oury, Pratique de l'accouchement, p.554, 2006.

. Marpeau-l-traité-d'obstétrique--issy-les-moulineaux, , p.657, 2010.

R. Merger, J. Levy, and J. Melchior, Précis d'obstétrique-6ème édition-Issy les moulineaux-massonpp :598, p.74, 2001.

D. Cabrol, B. Carbonne, P. Lucidarme, P. Rouxel, and . Dynamiques, EMC Obstétrique, 1997.

F. Mercier, H. Bouaziz, and D. Benhamou,

. Antoine-béclère, , 1997.

R. Merger, J. Lévy, and J. Melchior, Accouchement normal, Précis d'Obstétrique, pp.115-136, 1985.

B. Maria, I. Matheron, and F. Stampf, Première période du travail, pp.1067-1116, 1995.

F. Mercier, H. Benhamou, and D. , anesthésie-réanimation, hôpital Antoine-Béclère, « hypertonie uterine, 1997.

C. P. Wendell-smith, M. B. , B. S. , and D. R. Obst, The lower uterine segment, Journal Of Obstetrics And Gynaecology, issue.1, pp.87-93, 1954.

S. Mansour, J. Duchene, G. Germain, and C. Marque, Uterine EMG: Experimental and mathematical determination of the relationship between internal and external recordings, IEEE Engineering in Medicine and Biology Society, vol.13, issue.1, pp.485-486, 1991.

C. Buhimschi, R. E. Garfield, and R. E. , Uterine contractility as assessed by abdominal surface recording of EMG activity in rats during pregnancy, Am. J. Obstet. Gynecol, vol.174, pp.744-753, 1996.

C. Buhimschi, M. B. Boyle, and R. E. Garfield, Electrical activity of the human uterus during pregnancy as recorded from the abdominal surface, Obstet Gynecol, vol.90, issue.1, pp.102-113, 1997.

E. H. Hon and C. D. Davis, Cutaneous and utérine electrical potentials in labor, Obstet. Gynecol, vol.12, p.47, 1958.

G. Wolfs and H. Rottinghuis, Electrical and mechanical activity of the human uterus during labor, Arch. Gynaekol, vol.208, p.373, 1970.

P. Lopes, G. Germain, G. Breart, S. Reinato, L. Houezec et al., Electromyographical study of uterine activity in the human during labor induced by prostaglandin F2 alpha, Gynecol. Obstet. Invest, vol.17, p.96, 1984.

R. Caldeyro-barcia and J. J. Poseiro, Physiology of the uterine contraction, Clin. Obstet. Gynecol, vol.3, p.386, 1960.

C. Sureau, J. Chavinie, M. Cannon, and . "l'électrophysiologie-uterine-bull, Féd Soc Gynéc Obstét, vol.17, p.75, 1965.

D. Devedeux, C. Marque, S. Mansour, G. Germain, and J. Duchêne, Uterine electromyography: a critical review, Am. J. Obstet. Gynecol, vol.169, issue.6, pp.1636-53, 1993.
URL : https://hal.archives-ouvertes.fr/hal-02434193

J. Duchene and F. Goubel, Surface ELectromyogram during voluntary contraction : processing tools and relation to physiological events, Crit.rev.in Biomed.Eng, vol.21, issue.4, pp.313-397, 1993.

G. F. Inbar, J. Allin, and O. Paiss, Monitoring surface EMG spectral changes by the zero crossing rate, Med & Bio. Eng.& Comput, vol.31, 1984.

M. Khalil, J. Duchêne, and C. Marque, Une approche de la détection et de la classification dans les signaux non stationnaires. Application à l'EMG uterin, 1999.

C. Marque, J. Gondry, J. Rossi, N. Baaklini, and J. Et-duchêne, Surveillance des grossesses à risque par électromyographie utérine, vol.17, pp.25-31, 1995.

R. B. Newman, P. J. Gill, S. Campion, and M. Katz, Anterpartium ambulatory to codynamometry: the significance of low-amplitude, high frequency contractions, Obstet Gynecol, vol.70, pp.701-705, 1987.

J. J. Terzibahcian, M. Mida, and E. David, Bilan des menaces d'accouchement prématuré : étiologie, conduite à tenir, résultats, Rev. Fr. Gynécol. Obstét, vol.85, pp.673-678, 1990.

L. Liu, D. Oza, Y. Hogan, J. Chu, J. Perin et al., Global, regional, and national causes of under mortality in 2000-15: an updated systematic analysis with implications for the Sustainable Development Goals, The Lancet, vol.388, issue.10063, pp.3027-3035, 2016.

S. J. Carlson and D. , Transvaginal ultrasound assessment of cervical length in preterm labor. Correlation with digital effacement and pregnancy outcome, Am J Obstet Gynecol, vol.172, p.535, 1995.

I. Jd, J. Paraskos, L. Mb, J. Teteris-jn, and . Ff, Cervical sonography in preterm labor, Ob stet Gynecol, vol.84, pp.40-46, 1994.

R. Gomez, M. Galasso, R. Romero, M. Mazor, Y. Sorokin et al.,

, Am J Obstet Gynecol, vol.171, pp.956-964, 1994.

P. Wolfe-cda, . Sp, . Linton-ea, . Campbell-ea, J. Anderson et al., Plasma corticotrophin-releasing factor (CRF) in abnormal pregnancy, Br J Obstet Gynecol, vol.95, p.76, 1988.

L. Lettieri, R. Vintzileos-am, A. Jf, . Sm, and . Salafia-cm, Does « idiopathic » preterm labor resulting in preterm birth exist 7, Am J Obstet Gynecol, vol.168, pp.1480-1485, 1993.

R. Bejar, V. Curbelo, C. Davis, and L. Gluck, Premature labor. II. Bacterial sources of phospholipase, Obstet Gynecol, vol.57, pp.479-482, 1981.

R. Romero, C. Avila, U. Santhanam, and . Sehgal-pb, Amniotic fluid interleukin-6 in preterm labor: association with infection, J Clin Invest, vol.85, pp.1392-1400, 1990.

Y. Bh, R. Romero, and C. Ck, The prognostic value of interlenkin-6 determinations in patients with preterm labor (abstract), Am J Obstet Gynecol, vol.170, p.278, 1994.

Y. Bh, R. Romero, J. Kim-cj, . Jk, R. Gomez et al., Amniotic fluid interlenkin-6: a sensitive test for antenatal diagnosis of acute inflammatory lesions of preterm placenta and prediction of perinatal morbidity, Am J Obstet Gynecol, vol.172, pp.960-970, 1995.

A. Ww, J. Hauth, . Goldenberg-rl, R. Gomez, R. Romero et al., Amniotic fluid interlenkin-6: correlation with upper genital tract microbial colonization and gestational age in women delivered after spontaneous labor versus indicated delivery, Am J Obstet Gynecol, vol.173, pp.606-612, 1995.

W. Ma, . Hickok-de, . Zingheim-rw, R. Mittendorf, J. Kimelman et al., Low birth weight and preterm delivery in relation to earlygestation vaginal bleeding and elevated maternal serum alpha-fetoprotein, Obstet Gynecol, vol.80, pp.745-749, 1992.

D. Draper, J. Mc-gregor, J. Hall, W. Jones, M. Beutz et al., Elevated protease activities in human amnion and chorion correlate with preterm premature rupture of membranes

, Am J Obstet Gynecol, vol.173, pp.1506-1512, 1995.

J. Morrison, . Allbert, . Mc-laughlin-bn, . Whitworth-ns, M. Roberts-we et al., Oncofetal fibronectin in patients with false labor as a predictor of preterm delivery, Am J Obstet Gynecol, vol.168, pp.538-542, 1993.

O. Irion, J. Matute, P. Bischof, and F. Beguin, Cervical oncofetal fibronectin as a predictor of preterm delivery, Am J Obstet Gynecol, vol.170, p.384, 1994.

I. Jd, D. Casal, . Mc-gregor-ja, K. Goodwin-tm, . Us et al., Fetal fibronectin improves the accuracy of diagnosis of preterm labor, Am J Obstet Gynocol, vol.173, pp.141-145, 1995.

L. Cj, R. Wein, R. Lapinski, D. Casal, G. Berkowitz et al., The presence of cervical and vaginal fetal fibronectin predicts preterm delivery in an inner-city obstetric population, Am J Obstet Gynecol, vol.169, p.77, 1993.

N. Mp, D. Casal, and . Senyei-ae, Fetal fibronectin in patients at increased risk for premature birth, Am J Obstet Gynecol, vol.170, pp.20-25, 1994.

P. Hellemans, J. Gerris, and P. Verdonk, Fetal fibronectin detection for prediction of preterm birth in low risk women, Br J Obstet Gynecol, vol.102, pp.207-212, 1995.

Y. Sadovsky and F. Sa, Fetal fibronectin and preterm labor, N Engl. J Med, vol.326, p.709, 1992.

L. Cj, . Senyei-ae, . Dische-mr, D. Casal, . Shah-kd et al., Fetal fibronectin and preterm labor, N Engl. J Med, vol.326, p.709, 1992.

S. Leeson and M. Maresh, Fibronectin: a predictor of preterm delivery, Br JObstet Gynecol, vol.100, pp.304-306, 1993.

R. E. Garfield, K. Chwalisz, L. Shi, G. Olson, and G. R. Saade, Instrumentation for the diagnosis of term and preterm labour, J Perinat Med, vol.26, pp.413-449, 1998.

O. Bode, Das elektrohysterogramm, Arch. Gyndk, vol.28, issue.1, pp.123-128, 1931.

C. Marque, Analyse de la dynamique des contractions uterines par electromyographie abdominale, 1987.

M. Khalil, J. Duchêne, and C. Marque, Efficacité de la réallocation pour la caraterisation de bouffees EMG dans le plan temps frequence, Innov.Techn.Biol.Med, vol.19, issue.3, pp.203-211, 1998.

C. Marque, J. Duchene, S. Leclercq, J. Panczer, and J. Et-chaumont, Uterine EHG processing for obstetrical monitoring, IEEE transactions on biomedical engineering, vol.33, issue.12, pp.1182-1187, 1986.

J. Gondry, C. Marque, and J. Duchêne, Uterine EMG processing during pregnancy : prelimirary report, Biomed.Instrum.Technol, vol.27, pp.318-324, 1993.

J. Horovitz, F. Guyon, D. Roux, and J. P. Dubecq, Accouchement prématuré, Encycl. Med. Chir, p.14, 1996.

C. Marque, J. Terrien, S. Rihana, and G. Germain, Preterm labour detection by use of a biophysical marker: the uterine electrical activity, BMC Pregnancy Childbirth, vol.7, issue.1, p.78, 2007.
URL : https://hal.archives-ouvertes.fr/hal-02432757

A. Diab, Study of the Nonlinear Properties and Propagation Characteristics of the Uterine Electrical Activity during Pregnancy and Labor, 2014.
URL : https://hal.archives-ouvertes.fr/tel-01430773

D. Alamedine, M. Khalil, and C. Marque, Comparison of Feature selection for Monopolar and Bipolar EHG signal, Recherche en Imagerie et Technologies pour la Santé, 2015.

M. Basseville and I. Nikiforov, Detection of abrupt changes, theory and application, pp.109-184, 1993.
URL : https://hal.archives-ouvertes.fr/hal-00008518

W. T. Eadie, Statistical Methods in Experimental Physics, vol.224, 1971.

H. L. Van-trees, Detection, Estimation, and Modulation Theory, Part I, 1968.

H. Chernoff and E. L. Lehmann, The use of maximum likelihood estimates in tests for goodness of fit, The Annals of Mathematical Statistics, vol.25, pp.576-586, 1954.

G. Snedecor, Statistical Methods, 1937.

I. Nikiforov, Sequential detection of changes in stochastic systems, Lecture notes in Control and information Sciences, pp.216-228, 1986.
URL : https://hal.archives-ouvertes.fr/hal-01303040

M. I. Baron, Non-parametric adaptive change-point estimation and on-line detection, Sequential analysis, vol.19, pp.1-23, 2000.

A. V. Brandt, Detecting and estimating parameters jumps using ladder algorithms and likelihood ratio test, Proc. of ICASSP, pp.1017-1020, 1983.

R. Andre-obrecht, A New statistical approach for the automatic segmentation of continuous speech signals, IEEE Trans. Acoustic Speech Signal Process, vol.36, issue.1, pp.29-40, 1988.
URL : https://hal.archives-ouvertes.fr/inria-00076043

W. Falou, Une approche de la segmentation dans des signaux de longue durée fortement bruités. Application en ergonomie, 2002.

M. Basseville, A. Benhallam, C. Doncarli, M. F. Lucas, D. De-brucq et al., Fiches d'algorithmes de segmentation de signaux, vol.9, pp.115-147, 1992.

M. Basseville and M. Benveniste, Sequential segmentation of non-stationary digital signals using spectral analysis, Information Sciences, vol.29, pp.57-73, 1983.

M. Basseville and M. Benveniste, Sequential detection of abrupt changes in spectral characteristics of digital signals, IEEE Transaction Information Theory, vol.29, issue.9, pp.709-724, 1983.

B. Vozel, Etude comparative d'algorithmes récursifs de détection de ruptures spectrales, p.79, 1994.

R. Andre-obrecht and H. Y. Su, Three acoustic label lings for phoneme based continuous speech recognition, Proc. Speech'88, pp.943-950, 1988.

R. Andre-obrecht, B. Jacob, and N. Parlangeau, Audio visual speech recognition and segmental master slave HMM, Proc. AVSP'97, 1997.
URL : https://hal.archives-ouvertes.fr/hal-01437201

M. Khalil, une approche pour la détection fondée sur une somme cumulée dynamique associée à une décomposition multi-échelle ". Application à l'EMG utérin. Dix-septième Colloque GRETSI sur le traitement du signal et des images, 1999.

E. W. Falou, M. Khalil, and J. Duchêne, AR based method for change detection using dynamic cumulative sum, Proc. of the 7th IEEE International conference on Electronics, circuits, and systems, 2000.

M. Khalil and J. Duchêne, Uterine EMG Analysis: A dynamic approach for change detection and classification, IEEE Trans. Bio. Eng, vol.47, issue.6, pp.748-756, 2000.
URL : https://hal.archives-ouvertes.fr/hal-02366007

E. W. Falou, J. Duchêne, M. Khalil, and Y. Langeron, Segmentation avec rejet de signaux EMG posturaux par une méthode locale, Proc. Colloque GRETSI'01, 2001.

E. W. Falou, J. Duchêne, M. Khalil, and D. Hewson, Change detection and classification in long term Postural EMG recordings, Proc. of the 4 th International Workshop on Biosignal Interpretation

I. Como, , 2002.

F. Lopes-da-silva, J. P. Pijn, and P. Boeijinga, Interdependence of EEG signals: linear vs. nonlinear associations and the significance of time delays and phase shifts, Brain Topogr, vol.2, pp.9-18, 1989.

J. P. Pijn, P. C. Vijn, F. H. Lopes-da-silva, W. Van-ende-boas, and W. Blanes, Localization of epileptogenic foci using a new signal analytical approach, Neurophysiol. Clin, vol.20, pp.1-11, 1990.

M. Hassan, J. Terrien, C. Muszynski, A. Alexandersson, C. Marque et al., Better pregnancy monitoring using nonlinear propagation analysis of external uterine electromyography, IEEE Trans. Biomed. Eng, vol.60, issue.4, pp.1160-1166, 2013.

A. Diab, M. Hassan, S. Boudaoud, C. Marque, and B. Karlsson, Nonlinear estimation of coupling and directionality between signals: Application to uterine EMG propagation, Proc. IEEE Eng
URL : https://hal.archives-ouvertes.fr/hal-00881316

, Med. Biol. Soc. Conf, pp.4366-4369, 2013.

A. Diab, M. Hassan, J. Laforêt, B. Karlsson, and C. Marque, Estimation of Coupling and Directionality between Signals Applied to Physiological Uterine EMG Model and Real EHG Signals, XIII Mediterranean Conference on Med and Biol Eng and Comp, p.80, 2013.

A. Zaylaa, A. Diab, A. Harrach, M. Boudaoud, and S. , Evaluation of HD-sEMG Grid Misalignment with Muscle Fibers using Nonlinear Correlation, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01248864

C. Muszynski, T. Happillon, K. Azudin, J. Tylcz, D. Istrate et al., Automated electrohysterographic detection of uterine contractions for monitoring of pregnancy: feasibility and prospects, BMC pregnancy and Childbirth, vol.18, p.136, 2018.
URL : https://hal.archives-ouvertes.fr/hal-02065297

M. O. Diab, C. Marque, and M. Khalil, Une approche de classification des contractions utérines basée sur la théorie des ondelettes et la statistique, Lebanese Science Journal, vol.7, issue.1, 2006.

C. Sureau, Etude de l"activité électrique de l"utérus au cours du travail, Gynecol. Obstet, vol.555, pp.153-175, 1956.

I. Verdenik, M. Pajntar, and B. Leskosek, Uterine electrical activity as predictor of preterm birth in women with preterm contractions, Eur. J. Obstet. Gynecol. Reprod. Biol, vol.95, issue.2, pp.149-53, 2001.

M. P. Vinken, C. Rabotti, M. Mischi, J. O. Van-laar, and S. G. Oei, Nifedipine-induced changes in the electrohysterogram of preterm contractions: feasibility in clinical practice, Obstetrics and gynecology international, vol.2010, issue.8, 2010.

G. Fele-?or?, G. Kav?ek, Z. Novak-antoli?, and F. Jager, A comparison of various linear and non-linear signal processing techniques to separate uterine EMG records of term and pre-term delivery groups, Med. Biol. Eng. Comput, vol.46, issue.9, pp.911-933, 2008.

M. O. Diab, C. Marque, and M. Khalil, An unsupervised classification method of uterine electromyography signals: classification for detection of preterm deliveries, Journal of Obstetrics and Gynaecology Research, vol.35, issue.1, pp.9-19, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00437754

M. L. Ucovnik, W. L. Maner, L. R. Chambliss, R. Blumrick, J. Balducci et al.,

R. E. Garfield, Noninvasive Uterine Electromyography For Prediction of Preterm Delivery, Am J Obstet Gynecol, vol.204, issue.3, 2011.

H. Leman, C. Marque, and J. Gondry, Use of the electrohysterogram signal for characterization of contractions during pregnancy, IEEE Trans. Biomed. Eng, vol.46, pp.1222-1231, 1999.
URL : https://hal.archives-ouvertes.fr/hal-02434177

P. Carre, H. Leman, C. Fernandez, and C. Marque, Denoising of the uterine EHG by an undecimated wavelet transform, IEEE Trans. Biomed. Eng, vol.45, issue.9, pp.1104-1117, 1998.
URL : https://hal.archives-ouvertes.fr/hal-02434180

M. Hassan, J. Terrien, B. Karlsson, and C. Marque, Interactions between Uterine EMG at Different Sites Investigated Using Wavelet Analysis: Comparison of Pregnancy and Labor Contractions, EURASIP J. on Adv. in Sign. Process, vol.2010, issue.17, p.81, 2010.
URL : https://hal.archives-ouvertes.fr/hal-02432718

M. Khalil and J. Duchêne, Detection and classification of multiple events in piecewise stationary signals: Comparison between autoregressive and multiscale approaches, Signal Processing, issue.3, pp.239-251, 1999.
URL : https://hal.archives-ouvertes.fr/hal-02307889

C. Marque, H. Leman, M. L. Voisine, J. Gondry, and P. Naepels, Processing of uterine electromyogram for contraction characterization during pregnancy: Traitement de l'electromyogramme uterin pour la caracterisation des contractions pendant la grossesse, RBMNews, vol.21, issue.9, pp.200-211, 1999.

J. Duchêne, . Devedeuxd, S. Mansour, and C. Marque, Analyzing Uterine EMG: Tracking Instantaneous Burst Frequency, IEEE Eng. Med. Biol. Mag, vol.14, issue.2, pp.125-131, 1995.

J. Vrhovec, Evaluating the progress of the labour with sample entropy calculated from the uterine EMG activity, Elektrotehniski vestnik-Electrotechnical Review, vol.76, issue.4, p.165170, 2009.

M. Hassan, J. Terrien, B. Karlsson, and C. Marque, Comparison between approximate entropy, correntropy and time reversibility: Application to uterine electromyogram signals, Medical engineering & physics (MEP), vol.33, issue.8, pp.980-986, 2011.
URL : https://hal.archives-ouvertes.fr/hal-02431357

A. Diab, M. Hassan, C. Marque, and B. Karlsson, Quantitative performance analysis of four methods of evaluating signal nonlinearity: Application to uterine EMG signals

, Annual International IEEE EMBS Conference, 2012.

B. Moslem, M. Khalil, M. O. Diab, and C. Marque, Detrended fluctuation analysis of uterine electromyography, First Middle East Conference on Biomedical Engineering, vol.11, 2011.

J. Duchêne, C. Marque, and S. Planque, Uterine EMG signal: Propagation analysis, p.12

, Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.831-832, 1990.

B. Karlsson, J. Terrien, V. Gudmundsson, T. Steingrimsdottir, and C. Marque, Abdominal EHG on a 4 by 4 grid: mapping and presenting the propagation of uterine contractions, Proc. 11th
URL : https://hal.archives-ouvertes.fr/hal-00290039

, Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON), pp.139-143, 2007.

C. Rabotti, M. Mischi, L. Beulen, G. Oei, and J. W. Bergmans, Modeling and Identification of the Electrohysterographic Volume Conductor by High-Density Electrodes, IEEE Transactions on Biomedical Engineering, vol.57, issue.3, p.82, 2010.

J. W. Woods, Multidimensional Signal, Image, and Video Processing and Coding, 2012.

H. Y. Mesri, M. K. Najafabadi, and T. Mckelvey, A multidimensional signal processing approach for classification of microwave measurements with application to stroke type diagnosis, Conf Proc IEEE Eng Med Biol Soc, pp.6465-6474, 2011.

M. Hassan, S. Boudaoud, J. Terrien, B. Karlsson, and C. Marque, Combination of Canonical Correlation Analysis and Empirical Mode Decomposition applied to denoising the labor Electrohysterogram, IEEE Trans Biom Eng, vol.58, issue.9, pp.2441-2488, 2011.
URL : https://hal.archives-ouvertes.fr/hal-02431329

D. Liddell, Practical tests of 2×2 contingency tables, The Statistician, vol.25, issue.4, pp.295-304, 1976.

J. Berkson, In dispraise of the exact test, Journal of Statistic Planning and Inference, vol.2, pp.27-42, 1978.

R. B. Dagostino, W. Chase, and A. Belanger, The appropriateness of some common procedures for testing equality of two independent binomial proportions, The American Statistician, vol.42, issue.3

M. Khalil, J. Duchêne, and C. Marque, Une approche de la détection et de la classification dans les signaux non stationnaires. Application à l'EMG uterin, 1999.

M. Hassan, S. Boudaoud, J. Terrien, B. Karlsson, and C. Marque, Combination of Canonical Correlation Analysis and Empirical Mode Decomposition applied to denoising the labor Electrohysterogram, IEEE Trans Biom Eng, vol.58, issue.9, pp.2441-2488, 2011.
URL : https://hal.archives-ouvertes.fr/hal-02431329

N. Littlestone and M. Warmuth, The Weighted Majority Algorithm". Information and Computation, vol.108, pp.212-261, 1994.

B. Moslem, M. O. Diab, C. Marque, and M. Khalil, Classification of Multichannel Uterine EMG Signals, 33rd Annual International Conference of the IEEE EMBS, 2011.

M. Chendeb, M. Khalil, and J. Duchêne, The use of wavelet packets for event detection, proceedings of EUSIPCO, 2005.
URL : https://hal.archives-ouvertes.fr/hal-02365413

W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling, Numerical Recipes in C, 1988.

M. Khalil, J. Duchêne, and C. Marque, Une approche de la détection et de la classification dans les signaux non stationnaires. Application à l'EMG uterin, p.19, 1999.

J. S. Richman and J. R. Moorman, Physiological time series analysis using approximate entropy and sample entropy, Am J Physiol, vol.278, issue.6, pp.2039-2049, 2000.

D. E. Lake, J. S. Richman, M. P. Griffin, and J. R. Moorman, Sample entropy analysis of neonatal heart rate variability, Am J Physiol, vol.283, issue.3, pp.789-797, 2002.

D. Radomski, A. Grzanka, S. Graczyk, and A. Przelaskowski, Assessment of Uterine Contractile Activity during a Pregnancy Based on a Nonlinear Analysis of the Uterine Electromyographic Signal" in Information Tech, Biomedicine, vol.47

. Kawa, , pp.325-331, 2008.

G. Fele-?or?, G. Kav?ek, ?. Novak-antoli?, and F. Jager, A comparison of various linear and non-linear signal processing techniques to separate uterine EMG records of term and pre-term delivery groups, Medical and Biological Engineering and Computing, vol.46, issue.9, pp.911-922, 2008.

A. Diab, M. Hassan, B. Karlsson, and C. Marque, Effect of decimation on the classification rate of non-linear analysis methods applied to uterine EMG signals, IRBM, vol.34, issue.4-5, pp.326-329, 2013.
URL : https://hal.archives-ouvertes.fr/hal-02434218

D. Alamedine, A. Diab, C. Muszynski, B. Karlsson, M. Khalil et al., Selection algorithm for parameters to characterize uterine EHG signals for the detection of preterm labor, Signal Image Video Process, pp.1-10, 2014.
URL : https://hal.archives-ouvertes.fr/hal-02431288

C. K. Peng, Mosaic organization of DNA nucleotides, Phys. Rev. E, vol.49, pp.1685-1689, 1994.

B. Moslem, M. Khalil, M. O. Diab, and C. Marque, Detrended fluctuation analysis of uterine electromyography, Presented at the First Middle East Conference on Biomedical Engineering, vol.11, 2011.

R. M. Bryce and K. B. Sprague, Revisiting detrended fluctuation analysis, Sci. Rep, vol.2, p.315, 2012.

M. Khalil, J. Duchêne, and C. Marque, Une approche de la détection et de la classification dans les signaux non stationnaires. Application à l'EMG uterin, 1999.

O. Friman, M. Borga, P. Lundberg, and H. Knutsson, Exploratory fMRI analysis by autocorrelation maximization, Neuroimage, vol.16, pp.454-64, 2002.

N. E. Huang, Z. Shen, S. R. Long, M. C. Wu, H. H. Shin et al.,

H. Liu, The Empirical Mode Decomposition andthe Hilbert spectrum for nonlinear and non-stationary time series analysis, Proc. Royal Soc, vol.454, pp.903-995, 1998.

H. Liang, Q. H. Lin, and J. D. Chen, Applicationoftheempirical mode decomposition to the analysis of esophageal manometric data in gastroesophageal reflux disease, IEEE Trans Biomed Eng, vol.52, pp.1692-701, 2005.