GillesVandewiele EHG-Oversampling issues

GillesVandewiele / EHG-Oversampling

Reproducing feature engineering & oversampling experiments on TPEHG DB and assessing the real impact of over-sampling

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[NEW] Khan et al. "Characterization of Term and Preterm Deliveries using Electrohysterograms Signatures"

#30 GillesVandewiele closed 4 years ago
3
[NEW] Peng et al. "Evaluation of electrohysterogram measured from different gestational weeks for recognizing preterm delivery: a preliminary study using random Forest"

#29 GillesVandewiele closed 4 years ago
0
Hoseinzadeh et al. "Use of Electro Hysterogram (EHG) Signal to Diagnose Preterm Birth"

#28 GillesVandewiele closed 4 years ago
11
Acharya et al. "Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals"

#27 GillesVandewiele closed 4 years ago
6
Ren et al. "Improved prediction of preterm delivery using empirical mode decomposition analysis of uterine electromyography signals"

#26 GillesVandewiele closed 4 years ago
1
Fergus et al. "Advanced artificial neural network classification for detecting preterm births using EHG records"

#25 GillesVandewiele closed 4 years ago
4
Idowu et al. "Artificial Intelligence for detecting preterm uterine activity in gynecology and obstetric care"

#24 GillesVandewiele closed 4 years ago
0
Hussian et al. "Dynamic neural network architecture inspired by the immune algorithm to predict preterm deliveries in pregnant women"

#23 GillesVandewiele closed 4 years ago
1
Ahmed et al. "A multivariate multiscale fuzzy entropy algorithm with application to uterine EMG complexity analysis"

#22 GillesVandewiele closed 4 years ago
1
Jager et al. "Characterization and automatic classification of preterm and term uterine records"

#21 GillesVandewiele closed 4 years ago
3
Fergus et al. "Prediction of preterm deliveries from EHG signals using machine learning"

#20 GillesVandewiele closed 4 years ago
1
FeaturesSadiAhmed: KeyError

#19 GillesVandewiele closed 4 years ago
2
Scope of the present work

#18 gykovacs closed 4 years ago
1
Create notebook/script to analyse the predictive power of features

#17 GillesVandewiele closed 4 years ago
0
Consider general timeseries feature extraction packages (HCTSA & TSFRESH)

#16 GillesVandewiele closed 4 years ago
2
Create feature files

#15 GillesVandewiele closed 4 years ago
2
A comparison of various linear and non-linear signal processing techniques to separate uterine EMG records of term and pre-term delivery groups

#14 GillesVandewiele closed 4 years ago
3
Public datasets

#13 GillesVandewiele closed 4 years ago
0
Author list

#12 GillesVandewiele closed 5 years ago
2
Hoseinzadeh, S., Amirani, M.C.: Use of electro hysterogram (ehg) signal to diagnose preterm birth.

#11 GillesVandewiele closed 4 years ago
1
Sadi-Ahmed, N., Kacha, B., Taleb, H., Kedir-Talha, M.: Relevant features selection for automatic prediction of preterm deliveries from pregnancy electrohysterograhic (ehg) records

#10 GillesVandewiele closed 4 years ago
1
Janjarasjitt, S.: Evaluation of performance on preterm birth classification using single wavelet-based features of ehg signals

#9 GillesVandewiele closed 4 years ago
1
Subramaniam, K., Iqbal, N.V., et al.: Classification of fractal features of uterine emg signal for the prediction of preterm birth.

#8 GillesVandewiele closed 4 years ago
1
Acharya, U.R., Sudarshan, V.K., Rong, S.Q., Tan, Z., Lim, C.M., Koh, J.E., Nayak,

#7 GillesVandewiele closed 4 years ago
4
Ren, P., Yao, S., Li, J., Valdes-Sosa, P.A., Kendrick, K.M.: Improved prediction of preterm delivery using empirical mode decomposition analysis of uterine electromyography signals

#6 GillesVandewiele closed 4 years ago
1
Fergus, P., Idowu, I., Hussain, A., Dobbins, C.: Advanced artificial neural network classification for detecting preterm births using ehg records.

#5 GillesVandewiele closed 4 years ago
0
Ahmed, M.U., Chanwimalueang, T., Thayyil, S., Mandic, D.P.: A multivariate multiscale fuzzy entropy algorithm with application to uterine emg complexity analysis

#4 GillesVandewiele closed 4 years ago
1
Smrdel, A., Jager, F.: Separating sets of term and pre-term uterine emg records.

#3 GillesVandewiele closed 4 years ago
1
Franc Jager, Sonja Libenšek, Ksenija Geršak: Characterization and automatic classification of preterm and term uterine records

#2 GillesVandewiele closed 4 years ago
0
Fergus, P., Cheung, P., Hussain, A., Al-Jumeily, D., Dobbins, C., Iram, S.: Prediction of preterm deliveries from ehg signals using machine learning.

#1 GillesVandewiele closed 4 years ago
0