Universal characteristics of evolution and development are inherent in fetal autonomic brain maturation

Adverse prenatal environmental influences to the developing fetus are associated with mental and cardiovascular disease in later life. Universal developmental characteristics such as self-organization, pattern formation, and adaptation in the growing information processing system have not yet been s...

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Published inAutonomic neuroscience Vol. 212; pp. 32 - 41
Main Authors Schmidt, Alexander, Schukat-Talamazzini, Ernst G., Zöllkau, Janine, Pytlik, Adelina, Leibl, Sophia, Kumm, Kathrin, Bode, Franziska, Kynass, Isabelle, Witte, Otto W., Schleussner, Ekkehard, Schneider, Uwe, Hoyer, Dirk
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier B.V 01.07.2018
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Abstract Adverse prenatal environmental influences to the developing fetus are associated with mental and cardiovascular disease in later life. Universal developmental characteristics such as self-organization, pattern formation, and adaptation in the growing information processing system have not yet been sufficiently analyzed with respect to description of normal fetal development and identification of developmental disturbances. Fetal heart rate patterns are the only non-invasive order parameter of the developing autonomic brain available with respect to the developing complex organ system. The objective of the present study was to investigate whether universal indices, known from evolution and phylogeny, describe the ontogenetic fetal development from 20 weeks of gestation onwards. By means of a 10-fold cross-validated data-driven multivariate regression modeling procedure, relevant indices of heart rate variability (HRV) were explored using 552 fetal heart rate recordings, each lasting over 30 min. We found that models which included HRV indices of increasing fluctuation amplitude, complexity and fractal long-range dependencies largely estimated the maturation age (coefficients of determination 0.61–0.66). Consideration of these characteristics in prenatal care may not only have implications for early identification of developmental disturbances, but also for the development of system-theory-based therapeutic strategies.
AbstractList Adverse prenatal environmental influences to the developing fetus are associated with mental and cardiovascular disease in later life. Universal developmental characteristics such as self-organization, pattern formation, and adaptation in the growing information processing system have not yet been sufficiently analyzed with respect to description of normal fetal development and identification of developmental disturbances. Fetal heart rate patterns are the only non-invasive order parameter of the developing autonomic brain available with respect to the developing complex organ system. The objective of the present study was to investigate whether universal indices, known from evolution and phylogeny, describe the ontogenetic fetal development from 20 weeks of gestation onwards. By means of a 10-fold cross-validated data-driven multivariate regression modeling procedure, relevant indices of heart rate variability (HRV) were explored using 552 fetal heart rate recordings, each lasting over 30 min. We found that models which included HRV indices of increasing fluctuation amplitude, complexity and fractal long-range dependencies largely estimated the maturation age (coefficients of determination 0.61-0.66). Consideration of these characteristics in prenatal care may not only have implications for early identification of developmental disturbances, but also for the development of system-theory-based therapeutic strategies.
Author Schukat-Talamazzini, Ernst G.
Pytlik, Adelina
Kumm, Kathrin
Witte, Otto W.
Schneider, Uwe
Kynass, Isabelle
Zöllkau, Janine
Leibl, Sophia
Hoyer, Dirk
Schleussner, Ekkehard
Schmidt, Alexander
Bode, Franziska
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Cites_doi 10.1111/j.1540-8167.2007.00728.x
10.1042/cs0950115
10.1016/j.autneu.2013.01.005
10.1073/pnas.97.9.4463
10.1103/PhysRevLett.68.3805
10.1111/aogs.12932
10.1055/s-0038-1625404
10.1152/ajpregu.00120.2012
10.1097/00006250-199011000-00017
10.1007/s11517-009-0502-8
10.1007/BF02447497
10.1152/japplphysiol.00114.2006
10.1088/1361-6579/aa5fca
10.1016/j.ijcard.2005.05.031
10.1063/1.2710448
10.1515/jpm-2012-0074
10.1063/1.166141
10.1159/000109266
10.1016/j.jcrc.2007.04.005
10.1007/BF02444021
10.1088/0967-3334/35/10/1943
10.1080/01621459.1992.10475190
10.1016/j.earlhumdev.2009.01.002
10.1098/rsta.2014.0087
10.1016/0167-2789(93)90009-P
10.4236/ojs.2015.57075
10.1016/0378-3782(82)90106-2
10.1214/09-SS054
10.1017/S095026880700831X
10.1161/01.CIR.93.5.1043
10.1103/PhysRevLett.84.6130
10.2170/jjphysiol.51.159
10.1088/0967-3334/36/11/2369
10.1016/j.autneu.2013.02.003
10.1093/europace/euv015
10.1016/0169-5347(91)90042-V
10.1097/01.CCM.0000178181.91250.99
10.1371/journal.pone.0074431
10.1109/TIT.1976.1055501
10.1016/S0301-2115(99)00162-1
10.1111/j.1540-8159.2007.00971.x
10.3389/fnhum.2014.00948
10.1103/PhysRevE.49.1685
10.1016/0167-8655(94)90127-9
10.1016/0378-3782(95)01704-6
10.1016/j.autneu.2015.03.007
10.1109/10.959330
10.1152/ajpheart.2000.278.6.H2039
10.1097/00003246-200109000-00014
10.1016/j.ejogrb.2016.01.036
10.1111/jog.13235
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Keywords Autonomic brain age
Maturation
Autonomic nervous system
Development
Evolution
Fetus
Ontogeny
Heart rate variability
Language English
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References Hoyer, Friedrich, Stein, Domitrovich, Hoyer, Faldu, Buchman (bb0150) 2008; 23
Fox, Monette (bb0095) 1992; 87
Van Leeuwen, Cysarz, Edelhauser, Gronemeyer (bb0310) 2013; 178
Green (bb0110) 1991; 6
Haken (bb0130) 1983
Wallwitz, Schneider, Nowack, Feuker, Bauer, Rudolph, Hoyer (bb0320) 2012; 40
Amorim-Costa, Cruz, Ayres-de-Campos, Bernardes (bb0020) 2016; 199
Rosenstein, Collins, Luca (bb0275) 1993; 65
Hastie, Tibshirani, Friedman (bb0135) 2008
Dobrescu, Purcarea (bb0080) 2011; 4
Nijhuis, ten Hof, Mulder, Nijhuis, Narayan, Taylor, Visser (bb0225) 2000; 89
Nicolis, Prigogine (bb0215) 1977
Pillai, James (bb0250) 1990; 76
Hoyer, Kowalski, Schmidt, Tetschke, Nowack, Rudolph, Wallwitz, Kynass, Bode, Tegtmeyer, Kumm, Moraru, Gotz, Haueisen, Witte, Schleussner, Schneider (bb0175) 2014; 8
Brennan, Palaniswami, Kamen (bb0050) 2001; 48
Hoyer, Nowack, Bauer, Tetschke, Rudolph, Wallwitz, Jaenicke, Heinicke, Goetz, Huonker, Witte, Schleussner, Schneider (bb0165) 2013; 304
Hoyer, Maestri, La Rovere, Pinna (bb0155) 2008; 31
Hoyer, Friedrich, Zwiener, Pompe, Baranowski, Werdan, Muller-Werdan, Schmidt (bb0140) 2006; 108
Witte, Liese, Glaser, Hoyer (bb0325) 1988; 26
Cysarz, Edelhauser, Van Leeuwen (bb0060) 2015; 373
Ferrario, Signorini, Magenes (bb0090) 2009; 47
Haeckel (bb0120) 1866
Bertalanffy (bb0040) 1968
Hoyer, Schneider, Kowalski, Schmidt, Witte, Schleussner, Hatzmann, Gronemeyer, van Leeuwen (bb0180) 2015; 36
Schmidt, Schneider, Witte, Schleussner, Hoyer (bb0290) 2014; 35
Ferrario, Signorini, Magenes (bb0085) 2007; 46
Stein, Schmieg, El-Fouly, Domitrovich, Buchman (bb0300) 2001; 29
Voss (bb0315) 1992; 68
Maestri, Pinna, Accardo, Allegrini, Balocchi, D'Addio, Ferrario, Menicucci, Porta, Sassi, Signorini, La Rovere, Cerutti (bb0205) 2007; 18
Hoyer, Frank, Gotze, Stein, Zebrowski, Baranowski, Palacios, Vallverdu, Caminal, Bayes de Luna, Schmidt, Schmidt (bb0145) 2007; 17
Peng, Buldyrev, Havlin, Simons, Stanley, Goldberger (bb0240) 1994; 49
David, Hirsch, Karin, Toledo, Akselrod (bb0065) 2007; 102
Furusawa, Kaneko (bb0100) 2000; 84
Scholten, Vos, Prechtl (bb0295) 1985; 23
DiPietro, Hodgson, Costigan, Hilton, Johnson (bb0075) 1996; 44
Pan, Jackson (bb0235) 2008; 136
Zongker, Jain (bb0330) 1996
Adami, Ofria, Collier (bb0005) 2000; 97
Arlot, Celisse (bb0030) 2010; 4
Hoyer, Zebrowski, Cysarz, Goncalves, Pytlik, Amorim-Costa, Bernardes, Ayres-de-Campos, Witte, Schleussner, Stroux, Redman, Georgieva, Payne, Clifford, Signorini, Magenes, Andreotti, Malberg, Zaunseder, Lakhno, Schneider (bb0185) 2017; 38
Kauffman (bb0190) 1993
Amorim-Costa, Costa-Santos, Ayres-de-Campos, Bernardes (bb0015) 2016; 95
Breiman, Friedman, Olshen, Stone (bb0045) 1984
Cysarz, Linhard, Edelhauser, Langler, Van Leeuwen, Henze, Seifert (bb0055) 2013; 178
Hair, Anderson, Tatham, Black (bb0125) 1995
Schmidt, Muller-Werdan, Hoffmann, Francis, Piepoli, Rauchhaus, Prondzinsky, Loppnow, Buerke, Hoyer, Werdan (bb0285) 2005; 33
Nijhuis, Prechtl, Martin, Bots (bb0220) 1982; 6
Rogerson (bb0270) 2001
Peng, Havlin, Stanley, Goldberger (bb0245) 1995; 5
Hoyer, Tetschke, Jaekel, Nowack, Witte, Schleussner, Schneider (bb0170) 2013; 8
Richman, Moorman (bb0265) 2000; 278
Gieraltowski, Hoyer, Schneider, Zebrowski (bb0105) 2015; 190
Guyon, Elisseeff (bb0115) 2003; 3
Nyboe (bb0230) 2011
Akinwande, Dikko, Samson (bb0010) 2015
Barker (bb0035) 1998; 95
Pudimat, Backofen, Schukat-Talamazzini (bb0260) 2009; 23
Sassi, Cerutti, Lombardi, Malik, Huikuri, Peng, Schmidt, Yamamoto (bb0280) 2015; 17
Demsar (bb0070) 2006; 7
Hoyer, Heinicke, Jaekel, Tetschke, Di Pietro Paolo, Haueisen, Schleusner, Schneider (bb0160) 2009; 85
Amorim-Costa, de Campos, Bernardes (bb0025) 2017; 43
TaskForce (bb0305) 1996; 93
Kikuchi, Unno, Kozuma, Taketani (bb0195) 2008; 65
Pudil, Novovicova, Kittler (bb0255) 1994; 15
Lempel, Ziv (bb0200) 1976; 22
Nagai, Kuwata, Hayashi, Kuwata, Era (bb0210) 2001; 51
Hoyer (10.1016/j.autneu.2018.02.004_bb0185) 2017; 38
Hoyer (10.1016/j.autneu.2018.02.004_bb0170) 2013; 8
Hoyer (10.1016/j.autneu.2018.02.004_bb0155) 2008; 31
Pan (10.1016/j.autneu.2018.02.004_bb0235) 2008; 136
DiPietro (10.1016/j.autneu.2018.02.004_bb0075) 1996; 44
Arlot (10.1016/j.autneu.2018.02.004_bb0030) 2010; 4
Hoyer (10.1016/j.autneu.2018.02.004_bb0150) 2008; 23
Furusawa (10.1016/j.autneu.2018.02.004_bb0100) 2000; 84
Peng (10.1016/j.autneu.2018.02.004_bb0245) 1995; 5
Dobrescu (10.1016/j.autneu.2018.02.004_bb0080) 2011; 4
Breiman (10.1016/j.autneu.2018.02.004_bb0045) 1984
Witte (10.1016/j.autneu.2018.02.004_bb0325) 1988; 26
Akinwande (10.1016/j.autneu.2018.02.004_bb0010) 2015
Nyboe (10.1016/j.autneu.2018.02.004_bb0230) 2011
Pillai (10.1016/j.autneu.2018.02.004_bb0250) 1990; 76
TaskForce (10.1016/j.autneu.2018.02.004_bb0305) 1996; 93
Haeckel (10.1016/j.autneu.2018.02.004_bb0120) 1866
Lempel (10.1016/j.autneu.2018.02.004_bb0200) 1976; 22
Sassi (10.1016/j.autneu.2018.02.004_bb0280) 2015; 17
Hoyer (10.1016/j.autneu.2018.02.004_bb0140) 2006; 108
Hoyer (10.1016/j.autneu.2018.02.004_bb0160) 2009; 85
Kikuchi (10.1016/j.autneu.2018.02.004_bb0195) 2008; 65
Hoyer (10.1016/j.autneu.2018.02.004_bb0165) 2013; 304
Hastie (10.1016/j.autneu.2018.02.004_bb0135) 2008
Scholten (10.1016/j.autneu.2018.02.004_bb0295) 1985; 23
Cysarz (10.1016/j.autneu.2018.02.004_bb0055) 2013; 178
Stein (10.1016/j.autneu.2018.02.004_bb0300) 2001; 29
Demsar (10.1016/j.autneu.2018.02.004_bb0070) 2006; 7
Amorim-Costa (10.1016/j.autneu.2018.02.004_bb0020) 2016; 199
Wallwitz (10.1016/j.autneu.2018.02.004_bb0320) 2012; 40
Guyon (10.1016/j.autneu.2018.02.004_bb0115) 2003; 3
Nijhuis (10.1016/j.autneu.2018.02.004_bb0220) 1982; 6
Green (10.1016/j.autneu.2018.02.004_bb0110) 1991; 6
Schmidt (10.1016/j.autneu.2018.02.004_bb0285) 2005; 33
Adami (10.1016/j.autneu.2018.02.004_bb0005) 2000; 97
Hair (10.1016/j.autneu.2018.02.004_bb0125) 1995
Nicolis (10.1016/j.autneu.2018.02.004_bb0215) 1977
Haken (10.1016/j.autneu.2018.02.004_bb0130) 1983
Brennan (10.1016/j.autneu.2018.02.004_bb0050) 2001; 48
Rogerson (10.1016/j.autneu.2018.02.004_bb0270) 2001
David (10.1016/j.autneu.2018.02.004_bb0065) 2007; 102
Hoyer (10.1016/j.autneu.2018.02.004_bb0180) 2015; 36
Barker (10.1016/j.autneu.2018.02.004_bb0035) 1998; 95
Ferrario (10.1016/j.autneu.2018.02.004_bb0085) 2007; 46
Pudimat (10.1016/j.autneu.2018.02.004_bb0260) 2009; 23
Hoyer (10.1016/j.autneu.2018.02.004_bb0145) 2007; 17
Nijhuis (10.1016/j.autneu.2018.02.004_bb0225) 2000; 89
Gieraltowski (10.1016/j.autneu.2018.02.004_bb0105) 2015; 190
Peng (10.1016/j.autneu.2018.02.004_bb0240) 1994; 49
Pudil (10.1016/j.autneu.2018.02.004_bb0255) 1994; 15
Van Leeuwen (10.1016/j.autneu.2018.02.004_bb0310) 2013; 178
Bertalanffy (10.1016/j.autneu.2018.02.004_bb0040) 1968
Voss (10.1016/j.autneu.2018.02.004_bb0315) 1992; 68
Ferrario (10.1016/j.autneu.2018.02.004_bb0090) 2009; 47
Fox (10.1016/j.autneu.2018.02.004_bb0095) 1992; 87
Cysarz (10.1016/j.autneu.2018.02.004_bb0060) 2015; 373
Kauffman (10.1016/j.autneu.2018.02.004_bb0190) 1993
Zongker (10.1016/j.autneu.2018.02.004_bb0330) 1996
Richman (10.1016/j.autneu.2018.02.004_bb0265) 2000; 278
Schmidt (10.1016/j.autneu.2018.02.004_bb0290) 2014; 35
Amorim-Costa (10.1016/j.autneu.2018.02.004_bb0025) 2017; 43
Amorim-Costa (10.1016/j.autneu.2018.02.004_bb0015) 2016; 95
Nagai (10.1016/j.autneu.2018.02.004_bb0210) 2001; 51
Hoyer (10.1016/j.autneu.2018.02.004_bb0175) 2014; 8
Rosenstein (10.1016/j.autneu.2018.02.004_bb0275) 1993; 65
Maestri (10.1016/j.autneu.2018.02.004_bb0205) 2007; 18
References_xml – volume: 4
  start-page: 40
  year: 2010
  end-page: 79
  ident: bb0030
  article-title: A survey of cross-validation procedures for model selection
  publication-title: Stat. Surv.
  contributor:
    fullname: Celisse
– volume: 46
  start-page: 186
  year: 2007
  end-page: 190
  ident: bb0085
  article-title: Comparison between fetal heart rate standard parameters and complexity indexes for the identification of severe intrauterine growth restriction
  publication-title: Methods Inf. Med.
  contributor:
    fullname: Magenes
– year: 2011
  ident: bb0230
  article-title: An Algorithm Based on the Dawes Redman Criteria for Automated Fetal Heart Rate Analysis
  contributor:
    fullname: Nyboe
– volume: 178
  start-page: 24
  year: 2013
  end-page: 28
  ident: bb0310
  article-title: Heart rate variability in the individual fetus
  publication-title: Auton. Neurosci.
  contributor:
    fullname: Gronemeyer
– year: 1984
  ident: bb0045
  article-title: Classification and Regression Trees
  contributor:
    fullname: Stone
– volume: 29
  start-page: 1738
  year: 2001
  end-page: 1743
  ident: bb0300
  article-title: Association between heart rate variability recorded on postoperative day 1 and length of stay in abdominal aortic surgery patients
  publication-title: Crit. Care Med.
  contributor:
    fullname: Buchman
– volume: 35
  start-page: 1943
  year: 2014
  end-page: 1959
  ident: bb0290
  article-title: Developing fetal motor-cardiovascular coordination analysed from multi-channel magnetocardiography
  publication-title: Physiol. Meas.
  contributor:
    fullname: Hoyer
– volume: 95
  start-page: 115
  year: 1998
  end-page: 128
  ident: bb0035
  article-title: In utero programming of chronic disease
  publication-title: Clin. Sci.
  contributor:
    fullname: Barker
– volume: 23
  start-page: 15
  year: 1985
  end-page: 22
  ident: bb0295
  article-title: Compiled profile of respiration, heart beat and motility in newborn infants: a methodological approach
  publication-title: Med. Biol. Eng. Comput.
  contributor:
    fullname: Prechtl
– volume: 68
  start-page: 3805
  year: 1992
  end-page: 3808
  ident: bb0315
  article-title: Evolution of long-range fractal correlations and 1/f noise in DNA base sequences
  publication-title: Phys. Rev. Lett.
  contributor:
    fullname: Voss
– volume: 178
  start-page: 37
  year: 2013
  end-page: 43
  ident: bb0055
  article-title: Symbolic patterns of heart rate dynamics reflect cardiac autonomic changes during childhood and adolescence
  publication-title: Auton. Neurosci.
  contributor:
    fullname: Seifert
– volume: 38
  start-page: R61
  year: 2017
  end-page: R88
  ident: bb0185
  article-title: Monitoring fetal maturation-objectives, techniques and indices of autonomic function
  publication-title: Physiol. Meas.
  contributor:
    fullname: Schneider
– volume: 87
  start-page: 178
  year: 1992
  end-page: 183
  ident: bb0095
  article-title: Generalized collinearity diagnostics
  publication-title: JASA
  contributor:
    fullname: Monette
– volume: 49
  start-page: 1685
  year: 1994
  end-page: 1689
  ident: bb0240
  article-title: Mosaic organization of DNA nucleotides
  publication-title: Phys. Rev. E
  contributor:
    fullname: Goldberger
– volume: 97
  start-page: 4463
  year: 2000
  end-page: 4468
  ident: bb0005
  article-title: Evolution of biological complexity
  publication-title: Proc. Natl. Acad. Sci. U. S. A.
  contributor:
    fullname: Collier
– volume: 4
  start-page: 82
  year: 2011
  end-page: 90
  ident: bb0080
  article-title: Emergence, self-organization and morphogenesis in biological structures
  publication-title: J. Med. Life
  contributor:
    fullname: Purcarea
– year: 2008
  ident: bb0135
  article-title: The Elements of Statistical Learning
  contributor:
    fullname: Friedman
– volume: 26
  start-page: 599
  year: 1988
  end-page: 604
  ident: bb0325
  article-title: Results of modelling and physiological examination of movement-related heart-rate reactions in neonates
  publication-title: Med. Biol. Eng. Comput.
  contributor:
    fullname: Hoyer
– volume: 6
  start-page: 333
  year: 1991
  end-page: 337
  ident: bb0110
  article-title: Chaos, fractals and nonlinear dynamics in evolution and phylogeny
  publication-title: Trends Ecol. Evol.
  contributor:
    fullname: Green
– volume: 23
  start-page: 191
  year: 2009
  end-page: 207
  ident: bb0260
  article-title: Fast feature subset selection in biological sequence analysis
  publication-title: IJPRAI
  contributor:
    fullname: Schukat-Talamazzini
– volume: 8
  year: 2013
  ident: bb0170
  article-title: Fetal functional brain age assessed from universal developmental indices obtained from neuro-vegetative activity patterns
  publication-title: PLoS One
  contributor:
    fullname: Schneider
– year: 1977
  ident: bb0215
  article-title: Self-organization in Nonequilibrum Systems: From Dissipative Structures to Order Through Fluctuations
  contributor:
    fullname: Prigogine
– volume: 33
  start-page: 1994
  year: 2005
  end-page: 2002
  ident: bb0285
  article-title: Autonomic dysfunction predicts mortality in patients with multiple organ dysfunction syndrome of different age groups
  publication-title: Crit. Care Med.
  contributor:
    fullname: Werdan
– year: 2001
  ident: bb0270
  article-title: Statistical Methods for Geography
  contributor:
    fullname: Rogerson
– year: 1866
  ident: bb0120
  article-title: General morphology I: General anatomy of organisms
  publication-title: II. General Developmental History of Organisms
  contributor:
    fullname: Haeckel
– start-page: 18
  year: 1996
  end-page: 22
  ident: bb0330
  article-title: Algorithms for feature selection: an evaluation
  publication-title: Proceedings of the 13th International Conference on Pattern Recognition
  contributor:
    fullname: Jain
– volume: 36
  start-page: 2369
  year: 2015
  end-page: 2378
  ident: bb0180
  article-title: Validation of functional fetal autonomic brain age score fABAS in 5 min short recordings
  publication-title: Physiol. Meas.
  contributor:
    fullname: van Leeuwen
– volume: 8
  start-page: 948
  year: 2014
  ident: bb0175
  article-title: Fetal autonomic brain age scores, segmented heart rate variability analysis, and traditional short term variability
  publication-title: Front. Hum. Neurosci.
  contributor:
    fullname: Schneider
– volume: 190
  start-page: 33
  year: 2015
  end-page: 39
  ident: bb0105
  article-title: Formation of functional associations across time scales in the fetal autonomic control system–a multifractal analysis
  publication-title: Auton. Neurosci.
  contributor:
    fullname: Zebrowski
– volume: 17
  year: 2007
  ident: bb0145
  article-title: Interactions between short-term and long-term cardiovascular control mechanisms
  publication-title: Chaos
  contributor:
    fullname: Schmidt
– volume: 89
  start-page: 27
  year: 2000
  end-page: 33
  ident: bb0225
  article-title: Fetal heart rate in relation to its variation in normal and growth retarded fetuses
  publication-title: Eur. J. Obstet. Gynecol. Reprod. Biol.
  contributor:
    fullname: Visser
– volume: 278
  start-page: H2039
  year: 2000
  end-page: 49
  ident: bb0265
  article-title: Physiological time-series analysis using approximate entropy and sample entropy
  publication-title: Am. J. Physiol. Heart Circ. Physiol.
  contributor:
    fullname: Moorman
– volume: 40
  start-page: 659
  year: 2012
  end-page: 667
  ident: bb0320
  article-title: Development of integrative autonomic nervous system function: an investigation based on time correlation in fetal heart rate patterns
  publication-title: J. Perinat. Med.
  contributor:
    fullname: Hoyer
– year: 1983
  ident: bb0130
  article-title: Synergetics: An Introduction. Nonequilibrium Phase Transition and Self-organization in Physics, Chemistry, and Biology
  contributor:
    fullname: Haken
– volume: 65
  start-page: 116
  year: 2008
  end-page: 122
  ident: bb0195
  article-title: Detrended fluctuation analysis of heart rate variability in normal and growth-restricted fetuses
  publication-title: Gynecol. Obstet. Investig.
  contributor:
    fullname: Taketani
– volume: 65
  start-page: 117
  year: 1993
  end-page: 134
  ident: bb0275
  article-title: A practical method for calculating largest lyapunov exponents from small data sets
  publication-title: Physica D
  contributor:
    fullname: Luca
– volume: 31
  start-page: 214
  year: 2008
  end-page: 220
  ident: bb0155
  article-title: Autonomic response to cardiac dysfunction in chronic heart failure: a risk predictor based on autonomic information flow
  publication-title: Pacing Clin. Electrophysiol.
  contributor:
    fullname: Pinna
– volume: 22
  start-page: 75
  year: 1976
  end-page: 81
  ident: bb0200
  article-title: On the complexity of finite sequences
  publication-title: IEEE Trans. Inf. Theory
  contributor:
    fullname: Ziv
– volume: 43
  start-page: 476
  year: 2017
  end-page: 485
  ident: bb0025
  article-title: Cardiotocographic parameters in small-for-gestational-age fetuses: how do they vary from normal at different gestational ages? A study of 11687 fetuses from 25 to 40 weeks of pregnancy
  publication-title: J. Obstet. Gynaecol. Res.
  contributor:
    fullname: Bernardes
– volume: 76
  start-page: 812
  year: 1990
  end-page: 816
  ident: bb0250
  article-title: The development of fetal heart rate patterns during normal pregnancy
  publication-title: Obstet. Gynecol.
  contributor:
    fullname: James
– volume: 304
  start-page: R383
  year: 2013
  end-page: 92
  ident: bb0165
  article-title: Fetal development of complex autonomic control evaluated from multiscale heart rate patterns
  publication-title: Am. J. Physiol. Regul. Integr. Comp. Physiol.
  contributor:
    fullname: Schneider
– volume: 5
  start-page: 82
  year: 1995
  end-page: 87
  ident: bb0245
  article-title: Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series
  publication-title: Chaos
  contributor:
    fullname: Goldberger
– volume: 47
  start-page: 911
  year: 2009
  end-page: 919
  ident: bb0090
  article-title: Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses
  publication-title: Med. Biol. Eng. Comput.
  contributor:
    fullname: Magenes
– year: 1993
  ident: bb0190
  article-title: The Origins of Order: Self-organization and Selection in Evolution
  contributor:
    fullname: Kauffman
– volume: 85
  start-page: 379
  year: 2009
  end-page: 386
  ident: bb0160
  article-title: Indices of fetal development derived from heart rate patterns
  publication-title: Early Hum. Dev.
  contributor:
    fullname: Schneider
– volume: 136
  start-page: 421
  year: 2008
  end-page: 431
  ident: bb0235
  article-title: Ethnic difference in the relationship between acute inflammation and serum ferritin in US adult males
  publication-title: Epidemiol. Infect.
  contributor:
    fullname: Jackson
– volume: 93
  start-page: 1043
  year: 1996
  end-page: 1065
  ident: bb0305
  article-title: Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology
  publication-title: Circulation
  contributor:
    fullname: TaskForce
– volume: 7
  start-page: 1
  year: 2006
  end-page: 30
  ident: bb0070
  article-title: Statistical comparisons of classifiers over multiple data sets
  publication-title: J. Mach. Learn. Res.
  contributor:
    fullname: Demsar
– volume: 15
  start-page: 1119
  year: 1994
  end-page: 1125
  ident: bb0255
  article-title: Floating search methods in feature-selection
  publication-title: Pattern Recogn. Lett.
  contributor:
    fullname: Kittler
– volume: 51
  start-page: 159
  year: 2001
  end-page: 168
  ident: bb0210
  article-title: Evolution of the periodicity and the self-similarity in DNA sequence: a Fourier transform analysis
  publication-title: Jpn. J. Physiol.
  contributor:
    fullname: Era
– start-page: 754
  year: 2015
  end-page: 767
  ident: bb0010
  article-title: Variance inflation factor: as a condition for the inclusion of suppressor variable(s) in regression analysis
  publication-title: Open J. Stat.
  contributor:
    fullname: Samson
– volume: 95
  start-page: 1143
  year: 2016
  end-page: 1152
  ident: bb0015
  article-title: Longitudinal evaluation of computerized cardiotocographic parameters throughout pregnancy in normal fetuses: a prospective cohort study
  publication-title: Acta Obstet. Gynecol. Scand.
  contributor:
    fullname: Bernardes
– volume: 102
  start-page: 1057
  year: 2007
  end-page: 1064
  ident: bb0065
  article-title: An estimate of fetal autonomic state by time-frequency analysis of fetal heart rate variability
  publication-title: J. Appl. Physiol.
  contributor:
    fullname: Akselrod
– year: 1968
  ident: bb0040
  article-title: General System Theory: Foundations, Development, Applications
  contributor:
    fullname: Bertalanffy
– volume: 44
  start-page: 139
  year: 1996
  end-page: 151
  ident: bb0075
  article-title: Development of fetal movement–fetal heart rate coupling from 20 weeks through term
  publication-title: Early Hum. Dev.
  contributor:
    fullname: Johnson
– volume: 84
  start-page: 6130
  year: 2000
  end-page: 6133
  ident: bb0100
  article-title: Origin of complexity in multicellular organisms
  publication-title: Phys. Rev. Lett.
  contributor:
    fullname: Kaneko
– volume: 48
  start-page: 1342
  year: 2001
  end-page: 1347
  ident: bb0050
  article-title: Do existing measures of Poincare plot geometry reflect nonlinear features of heart rate variability?
  publication-title: IEEE Trans. Biomed. Eng.
  contributor:
    fullname: Kamen
– volume: 3
  start-page: 1157
  year: 2003
  end-page: 1182
  ident: bb0115
  article-title: An introduction to variable and feature selection
  publication-title: J. Mach. Learn. Res.
  contributor:
    fullname: Elisseeff
– volume: 108
  start-page: 359
  year: 2006
  end-page: 369
  ident: bb0140
  article-title: Prognostic impact of autonomic information flow in multiple organ dysfunction syndrome patients
  publication-title: Int. J. Cardiol.
  contributor:
    fullname: Schmidt
– volume: 373
  year: 2015
  ident: bb0060
  article-title: Strategies of symbolization in cardiovascular time series to test individual gestational development in the fetus
  publication-title: Philos. Transact. A Math. Phys. Eng. Sci.
  contributor:
    fullname: Van Leeuwen
– volume: 199
  start-page: 102
  year: 2016
  end-page: 107
  ident: bb0020
  article-title: Gender-specific reference charts for cardiotocographic parameters throughout normal pregnancy: a retrospective cross-sectional study of 9701 fetuses
  publication-title: Eur. J. Obstet. Gynecol. Reprod. Biol.
  contributor:
    fullname: Bernardes
– volume: 18
  start-page: 425
  year: 2007
  end-page: 433
  ident: bb0205
  article-title: Nonlinear indices of heart rate variability in chronic heart failure patients: redundancy and comparative clinical value
  publication-title: J. Cardiovasc. Electrophysiol.
  contributor:
    fullname: Cerutti
– year: 1995
  ident: bb0125
  article-title: Multivariate Data Analysis
  contributor:
    fullname: Black
– volume: 6
  start-page: 177
  year: 1982
  end-page: 195
  ident: bb0220
  article-title: Are there behavioural states in the human fetus?
  publication-title: Early Hum. Dev.
  contributor:
    fullname: Bots
– volume: 23
  start-page: 255
  year: 2008
  end-page: 262
  ident: bb0150
  article-title: Autonomic information flow improves prognostic value of heart rate patterns after abdominal aortic surgery
  publication-title: J. Crit. Care
  contributor:
    fullname: Buchman
– volume: 17
  start-page: 1341
  year: 2015
  end-page: 1353
  ident: bb0280
  article-title: Advances in heart rate variability signal analysis: joint position statement by the e-Cardiology ESC Working Group and the European Heart Rhythm Association co-endorsed by the Asia Pacific Heart Rhythm Society
  publication-title: Europace
  contributor:
    fullname: Yamamoto
– volume: 18
  start-page: 425
  year: 2007
  ident: 10.1016/j.autneu.2018.02.004_bb0205
  article-title: Nonlinear indices of heart rate variability in chronic heart failure patients: redundancy and comparative clinical value
  publication-title: J. Cardiovasc. Electrophysiol.
  doi: 10.1111/j.1540-8167.2007.00728.x
  contributor:
    fullname: Maestri
– volume: 95
  start-page: 115
  year: 1998
  ident: 10.1016/j.autneu.2018.02.004_bb0035
  article-title: In utero programming of chronic disease
  publication-title: Clin. Sci.
  doi: 10.1042/cs0950115
  contributor:
    fullname: Barker
– volume: 178
  start-page: 24
  year: 2013
  ident: 10.1016/j.autneu.2018.02.004_bb0310
  article-title: Heart rate variability in the individual fetus
  publication-title: Auton. Neurosci.
  doi: 10.1016/j.autneu.2013.01.005
  contributor:
    fullname: Van Leeuwen
– volume: 97
  start-page: 4463
  year: 2000
  ident: 10.1016/j.autneu.2018.02.004_bb0005
  article-title: Evolution of biological complexity
  publication-title: Proc. Natl. Acad. Sci. U. S. A.
  doi: 10.1073/pnas.97.9.4463
  contributor:
    fullname: Adami
– volume: 68
  start-page: 3805
  year: 1992
  ident: 10.1016/j.autneu.2018.02.004_bb0315
  article-title: Evolution of long-range fractal correlations and 1/f noise in DNA base sequences
  publication-title: Phys. Rev. Lett.
  doi: 10.1103/PhysRevLett.68.3805
  contributor:
    fullname: Voss
– volume: 95
  start-page: 1143
  year: 2016
  ident: 10.1016/j.autneu.2018.02.004_bb0015
  article-title: Longitudinal evaluation of computerized cardiotocographic parameters throughout pregnancy in normal fetuses: a prospective cohort study
  publication-title: Acta Obstet. Gynecol. Scand.
  doi: 10.1111/aogs.12932
  contributor:
    fullname: Amorim-Costa
– volume: 46
  start-page: 186
  year: 2007
  ident: 10.1016/j.autneu.2018.02.004_bb0085
  article-title: Comparison between fetal heart rate standard parameters and complexity indexes for the identification of severe intrauterine growth restriction
  publication-title: Methods Inf. Med.
  doi: 10.1055/s-0038-1625404
  contributor:
    fullname: Ferrario
– volume: 304
  start-page: R383
  year: 2013
  ident: 10.1016/j.autneu.2018.02.004_bb0165
  article-title: Fetal development of complex autonomic control evaluated from multiscale heart rate patterns
  publication-title: Am. J. Physiol. Regul. Integr. Comp. Physiol.
  doi: 10.1152/ajpregu.00120.2012
  contributor:
    fullname: Hoyer
– volume: 76
  start-page: 812
  year: 1990
  ident: 10.1016/j.autneu.2018.02.004_bb0250
  article-title: The development of fetal heart rate patterns during normal pregnancy
  publication-title: Obstet. Gynecol.
  doi: 10.1097/00006250-199011000-00017
  contributor:
    fullname: Pillai
– volume: 47
  start-page: 911
  year: 2009
  ident: 10.1016/j.autneu.2018.02.004_bb0090
  article-title: Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses
  publication-title: Med. Biol. Eng. Comput.
  doi: 10.1007/s11517-009-0502-8
  contributor:
    fullname: Ferrario
– volume: 26
  start-page: 599
  year: 1988
  ident: 10.1016/j.autneu.2018.02.004_bb0325
  article-title: Results of modelling and physiological examination of movement-related heart-rate reactions in neonates
  publication-title: Med. Biol. Eng. Comput.
  doi: 10.1007/BF02447497
  contributor:
    fullname: Witte
– volume: 102
  start-page: 1057
  year: 2007
  ident: 10.1016/j.autneu.2018.02.004_bb0065
  article-title: An estimate of fetal autonomic state by time-frequency analysis of fetal heart rate variability
  publication-title: J. Appl. Physiol.
  doi: 10.1152/japplphysiol.00114.2006
  contributor:
    fullname: David
– volume: 38
  start-page: R61
  year: 2017
  ident: 10.1016/j.autneu.2018.02.004_bb0185
  article-title: Monitoring fetal maturation-objectives, techniques and indices of autonomic function
  publication-title: Physiol. Meas.
  doi: 10.1088/1361-6579/aa5fca
  contributor:
    fullname: Hoyer
– volume: 108
  start-page: 359
  year: 2006
  ident: 10.1016/j.autneu.2018.02.004_bb0140
  article-title: Prognostic impact of autonomic information flow in multiple organ dysfunction syndrome patients
  publication-title: Int. J. Cardiol.
  doi: 10.1016/j.ijcard.2005.05.031
  contributor:
    fullname: Hoyer
– volume: 17
  year: 2007
  ident: 10.1016/j.autneu.2018.02.004_bb0145
  article-title: Interactions between short-term and long-term cardiovascular control mechanisms
  publication-title: Chaos
  doi: 10.1063/1.2710448
  contributor:
    fullname: Hoyer
– volume: 7
  start-page: 1
  year: 2006
  ident: 10.1016/j.autneu.2018.02.004_bb0070
  article-title: Statistical comparisons of classifiers over multiple data sets
  publication-title: J. Mach. Learn. Res.
  contributor:
    fullname: Demsar
– volume: 40
  start-page: 659
  year: 2012
  ident: 10.1016/j.autneu.2018.02.004_bb0320
  article-title: Development of integrative autonomic nervous system function: an investigation based on time correlation in fetal heart rate patterns
  publication-title: J. Perinat. Med.
  doi: 10.1515/jpm-2012-0074
  contributor:
    fullname: Wallwitz
– year: 2008
  ident: 10.1016/j.autneu.2018.02.004_bb0135
  contributor:
    fullname: Hastie
– volume: 5
  start-page: 82
  year: 1995
  ident: 10.1016/j.autneu.2018.02.004_bb0245
  article-title: Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series
  publication-title: Chaos
  doi: 10.1063/1.166141
  contributor:
    fullname: Peng
– volume: 65
  start-page: 116
  year: 2008
  ident: 10.1016/j.autneu.2018.02.004_bb0195
  article-title: Detrended fluctuation analysis of heart rate variability in normal and growth-restricted fetuses
  publication-title: Gynecol. Obstet. Investig.
  doi: 10.1159/000109266
  contributor:
    fullname: Kikuchi
– volume: 23
  start-page: 191
  year: 2009
  ident: 10.1016/j.autneu.2018.02.004_bb0260
  article-title: Fast feature subset selection in biological sequence analysis
  publication-title: IJPRAI
  contributor:
    fullname: Pudimat
– volume: 23
  start-page: 255
  year: 2008
  ident: 10.1016/j.autneu.2018.02.004_bb0150
  article-title: Autonomic information flow improves prognostic value of heart rate patterns after abdominal aortic surgery
  publication-title: J. Crit. Care
  doi: 10.1016/j.jcrc.2007.04.005
  contributor:
    fullname: Hoyer
– volume: 23
  start-page: 15
  year: 1985
  ident: 10.1016/j.autneu.2018.02.004_bb0295
  article-title: Compiled profile of respiration, heart beat and motility in newborn infants: a methodological approach
  publication-title: Med. Biol. Eng. Comput.
  doi: 10.1007/BF02444021
  contributor:
    fullname: Scholten
– volume: 35
  start-page: 1943
  year: 2014
  ident: 10.1016/j.autneu.2018.02.004_bb0290
  article-title: Developing fetal motor-cardiovascular coordination analysed from multi-channel magnetocardiography
  publication-title: Physiol. Meas.
  doi: 10.1088/0967-3334/35/10/1943
  contributor:
    fullname: Schmidt
– year: 1977
  ident: 10.1016/j.autneu.2018.02.004_bb0215
  contributor:
    fullname: Nicolis
– year: 1983
  ident: 10.1016/j.autneu.2018.02.004_bb0130
  contributor:
    fullname: Haken
– volume: 87
  start-page: 178
  year: 1992
  ident: 10.1016/j.autneu.2018.02.004_bb0095
  article-title: Generalized collinearity diagnostics
  publication-title: JASA
  doi: 10.1080/01621459.1992.10475190
  contributor:
    fullname: Fox
– volume: 85
  start-page: 379
  year: 2009
  ident: 10.1016/j.autneu.2018.02.004_bb0160
  article-title: Indices of fetal development derived from heart rate patterns
  publication-title: Early Hum. Dev.
  doi: 10.1016/j.earlhumdev.2009.01.002
  contributor:
    fullname: Hoyer
– volume: 4
  start-page: 82
  year: 2011
  ident: 10.1016/j.autneu.2018.02.004_bb0080
  article-title: Emergence, self-organization and morphogenesis in biological structures
  publication-title: J. Med. Life
  contributor:
    fullname: Dobrescu
– volume: 373
  year: 2015
  ident: 10.1016/j.autneu.2018.02.004_bb0060
  article-title: Strategies of symbolization in cardiovascular time series to test individual gestational development in the fetus
  publication-title: Philos. Transact. A Math. Phys. Eng. Sci.
  doi: 10.1098/rsta.2014.0087
  contributor:
    fullname: Cysarz
– year: 2011
  ident: 10.1016/j.autneu.2018.02.004_bb0230
  contributor:
    fullname: Nyboe
– year: 1984
  ident: 10.1016/j.autneu.2018.02.004_bb0045
  contributor:
    fullname: Breiman
– volume: 65
  start-page: 117
  year: 1993
  ident: 10.1016/j.autneu.2018.02.004_bb0275
  article-title: A practical method for calculating largest lyapunov exponents from small data sets
  publication-title: Physica D
  doi: 10.1016/0167-2789(93)90009-P
  contributor:
    fullname: Rosenstein
– start-page: 754
  issue: 5
  year: 2015
  ident: 10.1016/j.autneu.2018.02.004_bb0010
  article-title: Variance inflation factor: as a condition for the inclusion of suppressor variable(s) in regression analysis
  publication-title: Open J. Stat.
  doi: 10.4236/ojs.2015.57075
  contributor:
    fullname: Akinwande
– volume: 6
  start-page: 177
  year: 1982
  ident: 10.1016/j.autneu.2018.02.004_bb0220
  article-title: Are there behavioural states in the human fetus?
  publication-title: Early Hum. Dev.
  doi: 10.1016/0378-3782(82)90106-2
  contributor:
    fullname: Nijhuis
– volume: 4
  start-page: 40
  year: 2010
  ident: 10.1016/j.autneu.2018.02.004_bb0030
  article-title: A survey of cross-validation procedures for model selection
  publication-title: Stat. Surv.
  doi: 10.1214/09-SS054
  contributor:
    fullname: Arlot
– volume: 136
  start-page: 421
  year: 2008
  ident: 10.1016/j.autneu.2018.02.004_bb0235
  article-title: Ethnic difference in the relationship between acute inflammation and serum ferritin in US adult males
  publication-title: Epidemiol. Infect.
  doi: 10.1017/S095026880700831X
  contributor:
    fullname: Pan
– volume: 93
  start-page: 1043
  year: 1996
  ident: 10.1016/j.autneu.2018.02.004_bb0305
  article-title: Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology
  publication-title: Circulation
  doi: 10.1161/01.CIR.93.5.1043
  contributor:
    fullname: TaskForce
– volume: 84
  start-page: 6130
  year: 2000
  ident: 10.1016/j.autneu.2018.02.004_bb0100
  article-title: Origin of complexity in multicellular organisms
  publication-title: Phys. Rev. Lett.
  doi: 10.1103/PhysRevLett.84.6130
  contributor:
    fullname: Furusawa
– volume: 51
  start-page: 159
  year: 2001
  ident: 10.1016/j.autneu.2018.02.004_bb0210
  article-title: Evolution of the periodicity and the self-similarity in DNA sequence: a Fourier transform analysis
  publication-title: Jpn. J. Physiol.
  doi: 10.2170/jjphysiol.51.159
  contributor:
    fullname: Nagai
– year: 1866
  ident: 10.1016/j.autneu.2018.02.004_bb0120
  article-title: General morphology I: General anatomy of organisms
  contributor:
    fullname: Haeckel
– volume: 36
  start-page: 2369
  year: 2015
  ident: 10.1016/j.autneu.2018.02.004_bb0180
  article-title: Validation of functional fetal autonomic brain age score fABAS in 5 min short recordings
  publication-title: Physiol. Meas.
  doi: 10.1088/0967-3334/36/11/2369
  contributor:
    fullname: Hoyer
– start-page: 18
  year: 1996
  ident: 10.1016/j.autneu.2018.02.004_bb0330
  article-title: Algorithms for feature selection: an evaluation
  contributor:
    fullname: Zongker
– year: 1968
  ident: 10.1016/j.autneu.2018.02.004_bb0040
  contributor:
    fullname: Bertalanffy
– volume: 178
  start-page: 37
  year: 2013
  ident: 10.1016/j.autneu.2018.02.004_bb0055
  article-title: Symbolic patterns of heart rate dynamics reflect cardiac autonomic changes during childhood and adolescence
  publication-title: Auton. Neurosci.
  doi: 10.1016/j.autneu.2013.02.003
  contributor:
    fullname: Cysarz
– year: 1995
  ident: 10.1016/j.autneu.2018.02.004_bb0125
  contributor:
    fullname: Hair
– volume: 17
  start-page: 1341
  year: 2015
  ident: 10.1016/j.autneu.2018.02.004_bb0280
  article-title: Advances in heart rate variability signal analysis: joint position statement by the e-Cardiology ESC Working Group and the European Heart Rhythm Association co-endorsed by the Asia Pacific Heart Rhythm Society
  publication-title: Europace
  doi: 10.1093/europace/euv015
  contributor:
    fullname: Sassi
– year: 1993
  ident: 10.1016/j.autneu.2018.02.004_bb0190
  contributor:
    fullname: Kauffman
– volume: 3
  start-page: 1157
  year: 2003
  ident: 10.1016/j.autneu.2018.02.004_bb0115
  article-title: An introduction to variable and feature selection
  publication-title: J. Mach. Learn. Res.
  contributor:
    fullname: Guyon
– volume: 6
  start-page: 333
  year: 1991
  ident: 10.1016/j.autneu.2018.02.004_bb0110
  article-title: Chaos, fractals and nonlinear dynamics in evolution and phylogeny
  publication-title: Trends Ecol. Evol.
  doi: 10.1016/0169-5347(91)90042-V
  contributor:
    fullname: Green
– volume: 33
  start-page: 1994
  year: 2005
  ident: 10.1016/j.autneu.2018.02.004_bb0285
  article-title: Autonomic dysfunction predicts mortality in patients with multiple organ dysfunction syndrome of different age groups
  publication-title: Crit. Care Med.
  doi: 10.1097/01.CCM.0000178181.91250.99
  contributor:
    fullname: Schmidt
– volume: 8
  year: 2013
  ident: 10.1016/j.autneu.2018.02.004_bb0170
  article-title: Fetal functional brain age assessed from universal developmental indices obtained from neuro-vegetative activity patterns
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0074431
  contributor:
    fullname: Hoyer
– volume: 22
  start-page: 75
  year: 1976
  ident: 10.1016/j.autneu.2018.02.004_bb0200
  article-title: On the complexity of finite sequences
  publication-title: IEEE Trans. Inf. Theory
  doi: 10.1109/TIT.1976.1055501
  contributor:
    fullname: Lempel
– volume: 89
  start-page: 27
  year: 2000
  ident: 10.1016/j.autneu.2018.02.004_bb0225
  article-title: Fetal heart rate in relation to its variation in normal and growth retarded fetuses
  publication-title: Eur. J. Obstet. Gynecol. Reprod. Biol.
  doi: 10.1016/S0301-2115(99)00162-1
  contributor:
    fullname: Nijhuis
– year: 2001
  ident: 10.1016/j.autneu.2018.02.004_bb0270
  contributor:
    fullname: Rogerson
– volume: 31
  start-page: 214
  year: 2008
  ident: 10.1016/j.autneu.2018.02.004_bb0155
  article-title: Autonomic response to cardiac dysfunction in chronic heart failure: a risk predictor based on autonomic information flow
  publication-title: Pacing Clin. Electrophysiol.
  doi: 10.1111/j.1540-8159.2007.00971.x
  contributor:
    fullname: Hoyer
– volume: 8
  start-page: 948
  year: 2014
  ident: 10.1016/j.autneu.2018.02.004_bb0175
  article-title: Fetal autonomic brain age scores, segmented heart rate variability analysis, and traditional short term variability
  publication-title: Front. Hum. Neurosci.
  doi: 10.3389/fnhum.2014.00948
  contributor:
    fullname: Hoyer
– volume: 49
  start-page: 1685
  year: 1994
  ident: 10.1016/j.autneu.2018.02.004_bb0240
  article-title: Mosaic organization of DNA nucleotides
  publication-title: Phys. Rev. E
  doi: 10.1103/PhysRevE.49.1685
  contributor:
    fullname: Peng
– volume: 15
  start-page: 1119
  year: 1994
  ident: 10.1016/j.autneu.2018.02.004_bb0255
  article-title: Floating search methods in feature-selection
  publication-title: Pattern Recogn. Lett.
  doi: 10.1016/0167-8655(94)90127-9
  contributor:
    fullname: Pudil
– volume: 44
  start-page: 139
  year: 1996
  ident: 10.1016/j.autneu.2018.02.004_bb0075
  article-title: Development of fetal movement–fetal heart rate coupling from 20 weeks through term
  publication-title: Early Hum. Dev.
  doi: 10.1016/0378-3782(95)01704-6
  contributor:
    fullname: DiPietro
– volume: 190
  start-page: 33
  year: 2015
  ident: 10.1016/j.autneu.2018.02.004_bb0105
  article-title: Formation of functional associations across time scales in the fetal autonomic control system–a multifractal analysis
  publication-title: Auton. Neurosci.
  doi: 10.1016/j.autneu.2015.03.007
  contributor:
    fullname: Gieraltowski
– volume: 48
  start-page: 1342
  year: 2001
  ident: 10.1016/j.autneu.2018.02.004_bb0050
  article-title: Do existing measures of Poincare plot geometry reflect nonlinear features of heart rate variability?
  publication-title: IEEE Trans. Biomed. Eng.
  doi: 10.1109/10.959330
  contributor:
    fullname: Brennan
– volume: 278
  start-page: H2039
  year: 2000
  ident: 10.1016/j.autneu.2018.02.004_bb0265
  article-title: Physiological time-series analysis using approximate entropy and sample entropy
  publication-title: Am. J. Physiol. Heart Circ. Physiol.
  doi: 10.1152/ajpheart.2000.278.6.H2039
  contributor:
    fullname: Richman
– volume: 29
  start-page: 1738
  year: 2001
  ident: 10.1016/j.autneu.2018.02.004_bb0300
  article-title: Association between heart rate variability recorded on postoperative day 1 and length of stay in abdominal aortic surgery patients
  publication-title: Crit. Care Med.
  doi: 10.1097/00003246-200109000-00014
  contributor:
    fullname: Stein
– volume: 199
  start-page: 102
  year: 2016
  ident: 10.1016/j.autneu.2018.02.004_bb0020
  article-title: Gender-specific reference charts for cardiotocographic parameters throughout normal pregnancy: a retrospective cross-sectional study of 9701 fetuses
  publication-title: Eur. J. Obstet. Gynecol. Reprod. Biol.
  doi: 10.1016/j.ejogrb.2016.01.036
  contributor:
    fullname: Amorim-Costa
– volume: 43
  start-page: 476
  year: 2017
  ident: 10.1016/j.autneu.2018.02.004_bb0025
  article-title: Cardiotocographic parameters in small-for-gestational-age fetuses: how do they vary from normal at different gestational ages? A study of 11687 fetuses from 25 to 40 weeks of pregnancy
  publication-title: J. Obstet. Gynaecol. Res.
  doi: 10.1111/jog.13235
  contributor:
    fullname: Amorim-Costa
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Snippet Adverse prenatal environmental influences to the developing fetus are associated with mental and cardiovascular disease in later life. Universal developmental...
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SubjectTerms Autonomic brain age
Autonomic nervous system
Development
Evolution
Fetus
Heart rate variability
Maturation
Ontogeny
Title Universal characteristics of evolution and development are inherent in fetal autonomic brain maturation
URI https://dx.doi.org/10.1016/j.autneu.2018.02.004
https://www.ncbi.nlm.nih.gov/pubmed/29519642
https://search.proquest.com/docview/2012918448
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