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2020 – today
- 2024
[j15]Sule Yücelbas, Cüneyt Yücelbas
, Gülay Tezel, Seral Özsen, Sebnem Yosunkaya:
Identification of full-night sleep parameters using morphological features of ECG signals: A practical alternative to EEG and EOG signals. Biomed. Signal Process. Control. 88(Part B): 105633 (2024)- [j14]Güzin Özmen, Seral Özsen, Yahya Paksoy, Özkan Güler, Rukiye Tekdemir:
Machine learning based detection of depression from task-based fMRI using weighted-3D-DWT denoising method. Multim. Tools Appl. 83(4): 11805-11829 (2024) - 2023
- [j13]Enes Efe, Seral Özsen:
CoSleepNet: Automated sleep staging using a hybrid CNN-LSTM network on imbalanced EEG-EOG datasets. Biomed. Signal Process. Control. 80(Part): 104299 (2023) - 2021
- [j12]Enes Efe, Seral Özsen:
A New Approach for Automatic Sleep Staging: Siamese Neural Networks. Traitement du Signal 38(5): 1423-1430 (2021) - 2020
- [j11]Fatma Zehra Gögüs, Gülay Tezel, Seral Özsen, Serkan Küççüktürk, Hülya Vatansev, Yasin Koca:
Identification of Apnea-Hypopnea Index Subgroups Based on Multifractal Detrended Fluctuation Analysis and Nasal Cannula Airflow Signals. Traitement du Signal 37(2): 145-156 (2020)
2010 – 2019
- 2018
- [j10]Sule Yücelbas, Cüneyt Yücelbas, Gülay Tezel, Seral Özsen, Sebnem Yosunkaya:
Automatic sleep staging based on SVD, VMD, HHT and morphological features of single-lead ECG signal. Expert Syst. Appl. 102: 193-206 (2018) - [j9]Güzin Özmen, Seral Özsen:
A new denoising method for fMRI based on weighted three-dimensional wavelet transform. Neural Comput. Appl. 29(8): 263-276 (2018) - 2017
- [j8]Sule Yücelbas, Cüneyt Yücelbas, Gülay Tezel, Seral Özsen, Serkan Küççüktürk, Sebnem Yosunkaya:
Pre-determination of OSA degree using morphological features of the ECG signal. Expert Syst. Appl. 81: 79-87 (2017) - [c5]Muhammet Üsame Öziç, Seral Özsen:
T-test feature ranking based 3D MR classification with VBM mask. SIU 2017: 1-4 - [c4]Cüneyt Yücelbas, Sule Yücelbas, Seral Özsen, Gülay Tezel, Sebnem Yosunkaya:
Effect of the Hilbert-Huang transform method on sleep staging. SIU 2017: 1-4 - 2016
- [c3]Seral Özsen, Cüneyt Yücelbas, Sule Yücelbas, Gülay Tezel, Sebnem Yosunkaya, Serkan Küççüktürk:
Elimination of EMG artifacts from EEG signal in sleep staging. SIU 2016: 1345-1348 - 2015
- [j7]Seral Özsen, Cüneyt Yücelbas:
On the evolution of ellipsoidal recognition regions in Artificial Immune Systems. Appl. Soft Comput. 31: 210-222 (2015) - [c2]Cüneyt Yücelbas, Seral Özsen, Sule Yücelbas, Gülay Tezel, Mehmet Dursun, Sebnem Yosunkaya, Serkan Küççüktürk:
Detection of the electrode disconnection in sleep signals. SIU 2015: 323-326 - [c1]Seral Özsen, Mehmet Dursun, Sebnem Yosunkaya:
Comparison of some spectral analysis methods in detection of sleep spindles using YSA. SIU 2015: 636-639 - 2013
- [j6]Seral Özsen:
Classification of sleep stages using class-dependent sequential feature selection and artificial neural network. Neural Comput. Appl. 23(5): 1239-1250 (2013)
2000 – 2009
- 2009
- [j5]Seral Özsen, Salih Günes:
Attribute weighting via genetic algorithms for attribute weighted artificial immune system (AWAIS) and its application to heart disease and liver disorders problems. Expert Syst. Appl. 36(1): 386-392 (2009) - [j4]Halife Kodaz, Seral Özsen, Ahmet Arslan, Salih Günes:
Medical application of information gain based artificial immune recognition system (AIRS): Diagnosis of thyroid disease. Expert Syst. Appl. 36(2): 3086-3092 (2009) - [j3]Seral Özsen, Salih Günes, Sadik Kara, Fatma Latifoglu:
Use of Kernel Functions in Artificial Immune Systems for the Nonlinear Classification Problems. IEEE Trans. Inf. Technol. Biomed. 13(4): 621-628 (2009) - 2008
- [j2]Seral Özsen, Salih Günes:
Effect of feature-type in selecting distance measure for an artificial immune system as a pattern recognizer. Digit. Signal Process. 18(4): 635-645 (2008) - 2007
- [j1]Seral Özsen, Sadik Kara, Fatma Latifoglu, Salih Günes:
A new supervised classification algorithm in artificial immune systems with its application to carotid artery Doppler signals to diagnose atherosclerosis. Comput. Methods Programs Biomed. 88(3): 246-255 (2007)
Coauthor Index
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