Seral Özsen

According to our database, Seral Özsen authored at least 23 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Identification of full-night sleep parameters using morphological features of ECG signals: A practical alternative to EEG and EOG signals.

Sule Yücelbas, Cüneyt Yücelbas, Gülay Tezel, Seral Özsen, Sebnem Yosunkaya

Biomed. Signal Process. Control., February, 2024

Machine learning based detection of depression from task-based fMRI using weighted-3D-DWT denoising method.

Güzin Özmen, Seral Özsen, Yahya Paksoy, Özkan Güler, Rukiye Tekdemir

Multim. Tools Appl., January, 2024

2023

CoSleepNet: Automated sleep staging using a hybrid CNN-LSTM network on imbalanced EEG-EOG datasets.

Enes Efe, Seral Özsen

Biomed. Signal Process. Control., 2023

2021

A New Approach for Automatic Sleep Staging: Siamese Neural Networks.

Enes Efe, Seral Özsen

Traitement du Signal, 2021

2020

Identification of Apnea-Hypopnea Index Subgroups Based on Multifractal Detrended Fluctuation Analysis and Nasal Cannula Airflow Signals.

Fatma Zehra Gögüs, Gülay Tezel, Seral Özsen, Serkan Küççüktürk, Hülya Vatansev, Yasin Koca

Traitement du Signal, 2020

2018

A novel system for automatic detection of K-complexes in sleep EEG.

Cüneyt Yücelbas, Sule Yücelbas, Seral Özsen, Gülay Tezel, Serkan Küççüktürk, Sebnem Yosunkaya

Neural Comput. Appl., 2018

Automatic detection of sleep spindles with the use of STFT, EMD and DWT methods.

Cüneyt Yücelbas, Sule Yücelbas, Seral Özsen, Gülay Tezel, Serkan Küççüktürk, Sebnem Yosunkaya

Neural Comput. Appl., 2018

A new denoising method for fMRI based on weighted three-dimensional wavelet transform.

Güzin Özmen, Seral Özsen

Neural Comput. Appl., 2018

Automatic sleep staging based on SVD, VMD, HHT and morphological features of single-lead ECG signal.

Sule Yücelbas, Cüneyt Yücelbas, Gülay Tezel, Seral Özsen, Sebnem Yosunkaya

Expert Syst. Appl., 2018

2017

A new approach to eliminating EOG artifacts from the sleep EEG signals for the automatic sleep stage classification.

Mehmet Dursun, Seral Özsen, Cüneyt Yücelbas, Sule Yücelbas, Gülay Tezel, Serkan Küççüktürk, Sebnem Yosunkaya

Neural Comput. Appl., 2017

Pre-determination of OSA degree using morphological features of the ECG signal.

Sule Yücelbas, Cüneyt Yücelbas, Gülay Tezel, Seral Özsen, Serkan Küççüktürk, Sebnem Yosunkaya

Expert Syst. Appl., 2017

Effect of the Hilbert-Huang transform method on sleep staging.

Cüneyt Yücelbas, Sule Yücelbas, Seral Özsen, Gülay Tezel, Sebnem Yosunkaya

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

T-test feature ranking based 3D MR classification with VBM mask.

Muhammet Üsame Öziç, Seral Özsen

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

Elimination of EMG artifacts from EEG signal in sleep staging.

Seral Özsen, Cüneyt Yücelbas, Sule Yücelbas, Gülay Tezel, Sebnem Yosunkaya, Serkan Küççüktürk

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015

On the evolution of ellipsoidal recognition regions in Artificial Immune Systems.

Seral Özsen, Cüneyt Yücelbas

Appl. Soft Comput., 2015

Detection of the electrode disconnection in sleep signals.

Cüneyt Yücelbas, Seral Özsen, Sule Yücelbas, Gülay Tezel, Mehmet Dursun, Sebnem Yosunkaya, Serkan Küççüktürk

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Comparison of some spectral analysis methods in detection of sleep spindles using YSA.

Seral Özsen, Mehmet Dursun, Sebnem Yosunkaya

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2013

Classification of sleep stages using class-dependent sequential feature selection and artificial neural network.

Seral Özsen

Neural Comput. Appl., 2013

2009

Use of Kernel Functions in Artificial Immune Systems for the Nonlinear Classification Problems.

Seral Özsen, Salih Günes, Sadik Kara, Fatma Latifoglu

IEEE Trans. Inf. Technol. Biomed., 2009

Attribute weighting via genetic algorithms for attribute weighted artificial immune system (AWAIS) and its application to heart disease and liver disorders problems.

Seral Özsen, Salih Günes

Expert Syst. Appl., 2009

Medical application of information gain based artificial immune recognition system (AIRS): Diagnosis of thyroid disease.

Halife Kodaz, Seral Özsen, Ahmet Arslan, Salih Günes

Expert Syst. Appl., 2009

2008

Effect of feature-type in selecting distance measure for an artificial immune system as a pattern recognizer.

Seral Özsen, Salih Günes

Digit. Signal Process., 2008

2007

A new supervised classification algorithm in artificial immune systems with its application to carotid artery Doppler signals to diagnose atherosclerosis.

Seral Özsen, Sadik Kara, Fatma Latifoglu, Salih Günes

Comput. Methods Programs Biomed., 2007