Classification of Borderline Personality Disorder Based on Spectral Power of Resting-State fMRI

Xu, Tingting ;   Cullen, Kathryn R. ;   Houri, Alaa ;   Lim, Kelvin ;   Schulz, S. Charles ;   Parhi, Keshab

Tags Biomedical signal classificationTime-frequency analysis of biosignalsPattern recognition methods for data mining in biosignals

Borderline personality disorder (BPD) is a serious mental illness that can cause significant suffering and carries a risk of suicide. Assigning...

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Evaluating the Use of Line Length for Automatic Sleep Spindle Detection

Imtiaz, Syed Anas ;   Rodriguez-Villegas, Esther

Tags Biomedical signal classificationSignal processing in physiological systemsSignals and systems

Sleep spindles are transient waveforms observed on the electroencephalogram (EEG) during the N2 stage of sleep. In this paper we evaluate...

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Multimodal Emotion Recognition Using EEG and Eye Tracking Data

Zheng, Wei-Long ;   Dong, Bonan ;   Lu, Bao-Liang

Tags Biomedical signal classificationPattern recognition methods for data mining in biosignals

This paper presents a new emotion recognition method which combines electroencephalograph (EEG) signals and pupillary response collected from...

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Naive Scoring of Human Sleep Based on a Hidden Markov Model of the Electroencephalogram

Yaghouby, Farid ;   Modur, Pradeep ;   Sunderam, Sridhar

Tags Biomedical signal classificationMarkov models in signal pattern classificationSignal processing in physiological systems

Clinical sleep scoring involves tedious visual review of overnight polysomnograms by a human expert. Many attempts have been made to automate...

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Performance Analysis of a Principal Component Analysis Ensemble Classifier for Emotiv Headset P300 Spellers

Elsawy, Amr S. ;   Eldawlatly, Seif ;   Taher, Mohamed ;   Aly, Gamal M.

Tags Biomedical signal classificationPrincipal component analysis

The current trend to use Brain-Computer Interfaces (BCIs) with mobile devices mandates the development of efficient EEG data processing...

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Recommendations for Performance Assessment of Automatic Sleep Staging Algorithms

Imtiaz, Syed Anas ;   Rodriguez-Villegas, Esther

Tags Biomedical signal classificationSignals and systemsSignal processing in physiological systems

A number of automatic sleep scoring algorithms have been published in the last few years. These can potentially help save time and reduce...

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