Baseline/acceleration/deceleration determination of fetal heart rate signals using a novel ensemble LCResU-Net

[1]  Mustafa Musa Jaber,et al.  Intrapartum cardiotocography trace pattern pre-processing, features extraction and fetal health condition diagnoses based on RCOG guideline , 2022, PeerJ Comput. Sci..

[2]  Xiaoqing Li,et al.  Estimation of the foetal heart rate baseline based on singular spectrum analysis and empirical mode decomposition , 2020, Future Gener. Comput. Syst..

[3]  J. Lawn,et al.  The Lancet Small Vulnerable Newborn Series: science for a healthy start , 2020, The Lancet.

[4]  Romain Demailly,et al.  Fetal heart rate baseline computation with a weighted median filter , 2019, Comput. Biol. Medicine.

[5]  Régis Beuscart,et al.  Fetal Heart Rate Signal Dataset for Training Morphological Analysis Methods and Evaluating them Against an Expert Consensus , 2019 .

[6]  Patrice Abry,et al.  Computer‐based intrapartum fetal monitoring and beyond: A review of the 2nd Workshop on Signal Processing and Monitoring in Labor (October 2017, Oxford, UK) , 2019, Acta obstetricia et gynecologica Scandinavica.

[7]  Agathe Houze de l'Aulnoit,et al.  A fetal heart rate morphological analysis toolbox for MATLAB , 2019, SoftwareX.

[8]  Régis Beuscart,et al.  Automated fetal heart rate analysis for baseline determination and acceleration/deceleration detection: A comparison of 11 methods versus expert consensus , 2019, Biomed. Signal Process. Control..

[9]  Dragica Radosav,et al.  Deep Learning and Medical Diagnosis: A Review of Literature , 2018, Multimodal Technol. Interact..

[10]  Frank Ortmeier,et al.  Analysis of the foetal heart rate in cardiotocographic recordings through a progressive characterization of decelerations , 2017 .

[11]  C. Stylios,et al.  Investigating pH based evaluation of fetal heart rate (FHR) recordings , 2017, Health and technology.

[12]  Sandro Fioretti,et al.  Association between Accelerations and Decelerations of Fetal Heart Rate , 2017 .

[13]  D. Ayres-de-Campos,et al.  FIGO consensus guidelines on intrapartum fetal monitoring: Cardiotocography , 2015, International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics.

[14]  Petar M. Djuric,et al.  Fetal Heart Rate Classification Using Generative Models , 2014, IEEE Transactions on Biomedical Engineering.

[15]  Sarah Rhöse,et al.  Inter‐ and intra‐observer agreement of non‐reassuring cardiotocography analysis and subsequent clinical management , 2014, Acta obstetricia et gynecologica Scandinavica.

[16]  Kazuo Maeda,et al.  Central Computerized Automatic Fetal Heart Rate Diagnosis with a Rapid and Direct Alarm System , 2012 .

[17]  Mohd Alauddin Mohd Ali,et al.  A novel cardiotocography fetal heart rate baseline estimation algorithm , 2010 .

[18]  B. N. Krupa,et al.  The application of empirical mode decomposition for the enhancement of cardiotocograph signals , 2009, Physiological measurement.

[19]  Mohd. Alauddin Mohd. Ali,et al.  Fetal heart rate monitoring based on independent component analysis , 2006, Comput. Biol. Medicine.

[20]  R. González,et al.  Computerized algorithm for baseline estimation of fetal heart rate , 2002, Computers in Cardiology.

[21]  M. Moulden,et al.  A computer system for the numerical analysis of nonstress tests. , 2002, American journal of obstetrics and gynecology.

[22]  G. M. Taylor,et al.  The development and validation of an algorithm for real‐time computerised fetal heart rate monitoring in labour , 2000, BJOG : an international journal of obstetrics and gynaecology.

[23]  J. Bernardes,et al.  SisPorto 2.0: A Program for Automated Analysis of Cardiotocograms , 2000 .

[24]  T. Chung,et al.  Computerised estimation of the baseline fetal heart rate in labour: the low frequency line , 1997, British journal of obstetrics and gynaecology.

[25]  E. C. Ifeachor,et al.  Suitability of artificial neural networks for feature extraction from cardiotocogram during labour , 1994, Medical and Biological Engineering and Computing.

[26]  J. M. Swartjes,et al.  Computer analysis of antepartum fetal heart rate: 1. Baseline determination. , 1990, International journal of bio-medical computing.

[27]  Janusz Jezewski,et al.  Evaluating the fetal heart rate baseline estimation algorithms by their influence on detection of clinically important patterns , 2016 .

[28]  Janusz Jezewski,et al.  Improving fetal heart rate signal interpretation by application of myriad filtering , 2013 .

[29]  S. Cerutti,et al.  Variability analysis of fetal heart rate signals as obtained from abdominal electrocardiographic recordings , 1986, Journal of perinatal medicine.