New estimators and guidelines for better use of fetal heart rate estimators with Doppler ultrasound devices

Autor: Iulian Voicu, Denis Kouame, Jean-Marc Girault, Sébastien Ménigot
Přispěvatelé: Imagerie et cerveau (iBrain - Inserm U1253 - UNIV Tours ), Université de Tours-Institut National de la Santé et de la Recherche Médicale (INSERM), Traitement et Compréhension d’Images (IRIT-TCI), Institut de recherche en informatique de Toulouse (IRIT), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Clinical Investigation Centre for Innovative Technology of Tours (CIC-IT 806 CHRU of Tours), ANR-07-TECS-0023,SURFOETUS,SURveillance à domicile de l'activité FOETale par un dispositif UltraSonore intégré(2007), Imagerie et cerveau, Université François Rabelais - Tours - Institut National de la Santé et de la Recherche Médicale (INSERM) - Centre National de la Recherche Scientifique (CNRS), Université Toulouse 1 Capitole (UT1) - Centre National de la Recherche Scientifique (CNRS) - Université Paul Sabatier - Toulouse 3 (UPS) - Université Toulouse 2 (UT2) - Institut National Polytechnique [Toulouse] (INP), Centre National de la Recherche Scientifique - CNRS (FRANCE), Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE), Institut National de la Santé et de la Recherche Médicale - INSERM (FRANCE), Université Toulouse III - Paul Sabatier - UT3 (FRANCE), Université Toulouse - Jean Jaurès - UT2J (FRANCE), Université Toulouse 1 Capitole - UT1 (FRANCE), Centre Hospitalier Régional Universitaire de Tours - CHU Tours (FRANCE), Université de Tours (FRANCE), Université de Tours (UT)-Institut National de la Santé et de la Recherche Médicale (INSERM), Institut National Polytechnique de Toulouse - INPT (FRANCE), Université Toulouse Capitole (UT Capitole), Université Fédérale Toulouse Midi-Pyrénées-Toulouse Mind & Brain Institut (TMBI), Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse Capitole (UT Capitole), (OATAO), Open Archive Toulouse Archive Ouverte, Technologies pour la santé - SURveillance à domicile de l'activité FOETale par un dispositif UltraSonore intégré - - SURFOETUS2007 - ANR-07-TECS-0023 - TECSAN - VALID
Jazyk: angličtina
Rok vydání: 2014
Předmět:
[INFO.INFO-GR] Computer Science [cs]/Graphics [cs.GR]
02 engineering and technology
Signal-To-Noise Ratio
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
Traitement des images
0302 clinical medicine
[INFO.INFO-CV] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing
Pregnancy
Statistics
0202 electrical engineering
electronic engineering
information engineering
Image Processing
Computer-Assisted
Medicine
Traitement du signal et de l'image
Fetal Monitoring
Applied Mathematics
Angiography
Estimator
Signal Processing
Computer-Assisted
General Medicine
Vision par ordinateur et reconnaissance de formes
Heart Rate
Fetal
[INFO.INFO-GR]Computer Science [cs]/Graphics [cs.GR]
[INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV]
Modeling and Simulation
[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]
symbols
lcsh:R858-859.7
020201 artificial intelligence & image processing
Female
Doppler effect
Algorithms
Research Article
[INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI]
Article Subject
[INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing
Beats per minute
Transducers
lcsh:Computer applications to medicine. Medical informatics
Sensitivity and Specificity
General Biochemistry
Genetics and Molecular Biology
Ultrasonography
Prenatal
03 medical and health sciences
symbols.namesake
Fetal Heart
[INFO.INFO-TI] Computer Science [cs]/Image Processing
Humans
Sensitivity (control systems)
Doppler Ultrasound
Synthèse d'image et réalité virtuelle
Models
Statistical
General Immunology and Microbiology
business.industry
Autocorrelation
Reproducibility of Results
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
Ultrasonography
Doppler
Intelligence artificielle
Fetal heart rate
Signal-to-noise ratio (imaging)
Doppler ultrasound
business
Telecommunications
Estimation
030217 neurology & neurosurgery
Software
Zdroj: Computational and Mathematical Methods in Medicine
Computational and Mathematical Methods in Medicine, Hindawi Publishing Corporation, 2014, vol. 2014 (Article ID 784862), pp. 1-10. ⟨10.1155/2014/784862⟩
Computational and Mathematical Methods in Medicine, Hindawi Publishing Corporation, 2014, vol. 2014, pp. 1-10. <10.1155/2014/784862>
Computational and Mathematical Methods in Medicine, 2014, vol. 2014 (Article ID 784862), pp. 1-10. ⟨10.1155/2014/784862⟩
Computational and Mathematical Methods in Medicine, Vol 2014 (2014)
ISSN: 1748-670X
1748-6718
Popis: International audience; Characterizing fetal wellbeing with a Doppler ultrasound device requires computation of a score based on fetal parameters. In order to analyze the parameters derived from the fetal heart rate correctly, an accuracy of 0.25 beats per minute is needed. Simultaneously with the lowest false negative rate and the highest sensitivity, we investigated whether various Doppler techniques ensure this accuracy. We found that the accuracy was ensured if directional Doppler signals and autocorrelation estimation were used. Our best estimator provided sensitivity of 95.5%, corresponding to an improvement of 14% compared to the standard estimator.
Databáze: OpenAIRE
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