Seral Özsen

20 papers Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Identification of full-night sleep parameters using morphological features of ECG signals: A practical alternative to EEG and EOG signals.
Biomed. Signal Process. Control.
Sule Yücelbas, Cüneyt Yücelbas, Gülay Tezel, Seral Özsen, Sebnem Yosunkaya
2024 J jnl
Machine learning based detection of depression from task-based fMRI using weighted-3D-DWT denoising method.
Multim. Tools Appl.
Güzin Özmen, Seral Özsen, Yahya Paksoy, Özkan Güler, Rukiye Tekdemir
2023 J jnl
CoSleepNet: Automated sleep staging using a hybrid CNN-LSTM network on imbalanced EEG-EOG datasets.
Biomed. Signal Process. Control.
Enes Efe, Seral Özsen
2021 J jnl
A New Approach for Automatic Sleep Staging: Siamese Neural Networks.
Traitement du Signal
Enes Efe, Seral Özsen
2020 J jnl
Identification of Apnea-Hypopnea Index Subgroups Based on Multifractal Detrended Fluctuation Analysis and Nasal Cannula Airflow Signals.
Traitement du Signal
Fatma Zehra Gögüs, Gülay Tezel, Seral Özsen, Serkan Küççüktürk, Hülya Vatansev, Yasin Koca
2018 J jnl
A new denoising method for fMRI based on weighted three-dimensional wavelet transform.
Neural Comput. Appl.
Güzin Özmen, Seral Özsen
2018 J jnl
Automatic sleep staging based on SVD, VMD, HHT and morphological features of single-lead ECG signal.
Expert Syst. Appl.
Sule Yücelbas, Cüneyt Yücelbas, Gülay Tezel, Seral Özsen, Sebnem Yosunkaya
2017 — conf
Effect of the Hilbert-Huang transform method on sleep staging.
SIU
Cüneyt Yücelbas, Sule Yücelbas, Seral Özsen, Gülay Tezel, Sebnem Yosunkaya
2017 J jnl
Pre-determination of OSA degree using morphological features of the ECG signal.
Expert Syst. Appl.
Sule Yücelbas, Cüneyt Yücelbas, Gülay Tezel, Seral Özsen, Serkan Küççüktürk, Sebnem Yosunkaya
2017 — conf
T-test feature ranking based 3D MR classification with VBM mask.
SIU
Muhammet Üsame Öziç, Seral Özsen
2016 — conf
Elimination of EMG artifacts from EEG signal in sleep staging.
SIU
Seral Özsen, Cüneyt Yücelbas, Sule Yücelbas, Gülay Tezel, Sebnem Yosunkaya, Serkan Küççüktürk
2015 — conf
Comparison of some spectral analysis methods in detection of sleep spindles using YSA.
SIU
Seral Özsen, Mehmet Dursun, Sebnem Yosunkaya
2015 — conf
Detection of the electrode disconnection in sleep signals.
SIU
Cüneyt Yücelbas, Seral Özsen, Sule Yücelbas, Gülay Tezel, Mehmet Dursun, Sebnem Yosunkaya, Serkan Küççüktürk
2015 J jnl
On the evolution of ellipsoidal recognition regions in Artificial Immune Systems.
Appl. Soft Comput.
Seral Özsen, Cüneyt Yücelbas
2013 J jnl
Classification of sleep stages using class-dependent sequential feature selection and artificial neural network.
Neural Comput. Appl.
Seral Özsen
2009 J jnl
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.
Seral Özsen, Salih Günes
2009 J jnl
Medical application of information gain based artificial immune recognition system (AIRS): Diagnosis of thyroid disease.
Expert Syst. Appl.
Halife Kodaz, Seral Özsen, Ahmet Arslan, Salih Günes
2009 J jnl
Use of Kernel Functions in Artificial Immune Systems for the Nonlinear Classification Problems.
IEEE Trans. Inf. Technol. Biomed.
Seral Özsen, Salih Günes, Sadik Kara, Fatma Latifoglu
2008 J jnl
Effect of feature-type in selecting distance measure for an artificial immune system as a pattern recognizer.
Digit. Signal Process.
Seral Özsen, Salih Günes
2007 J jnl
A new supervised classification algorithm in artificial immune systems with its application to carotid artery Doppler signals to diagnose atherosclerosis.
Comput. Methods Programs Biomed.
Seral Özsen, Sadik Kara, Fatma Latifoglu, Salih Günes