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Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

Biomedical signal processing and control, 2018-01, Vol.39, p.94-102

2018

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Medical Decision Support System for Diagnosis of Heart Arrhythmia using DWT and Random Forests Classifier

Journal of medical systems, 2016-04, Vol.40 (4), p.108-108, Article 108

2016

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A Tutorial on Auditory Attention Identification Methods

Frontiers in neuroscience, 2019-03, Vol.13, p.153-153

2019

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An exploratory Study of EEG Alpha Oscillation and Pupil Dilation in Hearing-Aid Users During Effortful listening to Continuous Speech

PloS one, 2020-07, Vol.15 (7), p.e0235782-e0235782

2020

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Ensemble SVM Method for Automatic Sleep Stage Classification

IEEE transactions on instrumentation and measurement, 2018-06, Vol.67 (6), p.1258-1265

2018

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Predictors for estimating subcortical EEG responses to continuous speech

PloS one, 2024-02, Vol.19 (2), p.e0297826-e0297826

2024

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Breast cancer diagnosis using GA feature selection and Rotation Forest

Neural computing & applications, 2017-04, Vol.28 (4), p.753-763

2017

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Speech to noise ratio improvement induces nonlinear parietal phase synchrony in hearing aid users

Frontiers in neuroscience, 2022-08, Vol.16, p.932959-932959

2022

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Estimating Conditional Transfer Entropy in Time Series Using Mutual Information and Nonlinear Prediction

Entropy (Basel, Switzerland), 2020-10, Vol.22 (10), p.1124

2020

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Neural Representation Enhanced for Speech and Reduced for Background Noise With a Hearing Aid Noise Reduction Scheme During a Selective Attention Task

Frontiers in neuroscience, 2020-09, Vol.14, p.846-846

2020

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Effects of Hearing Aid Noise Reduction on Early and Late Cortical Representations of Competing Talkers in Noise

Frontiers in neuroscience, 2021-03, Vol.15, p.636060-636060

2021

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Effect of Multiscale PCA De-noising in ECG Beat Classification for Diagnosis of Cardiovascular Diseases

Circuits, systems, and signal processing, 2015-02, Vol.34 (2), p.513-533

2015

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Automatic Detection of Alzheimer Disease Based on Histogram and Random Forest

CMBEBIH 2019, 2020, p.91-96

2020

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Normalized Neural Networks for Breast Cancer Classification

CMBEBIH 2019, 2020, p.519-524

2020

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Effect of photic stimulation for migraine detection using random forest and discrete wavelet transform

Biomedical signal processing and control, 2019-03, Vol.49, p.231-239

2019

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Hearing Aid Noise Reduction Lowers the Sustained Listening Effort During Continuous Speech in Noise-A Combined Pupillometry and EEG Study

Ear and hearing, 2021-11, Vol.42 (6), p.1590

2021

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Deep learning-based auditory attention decoding in listeners with hearing impairment

Journal of neural engineering, 2024-06, Vol.21 (3)

2024

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Three New Outcome Measures That Tap Into Cognitive Processes Required for Real-Life Communication

Ear and hearing, 2020-11, Vol.41 Suppl 1, p.39S

2020

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Improving EEG-based decoding of the locus of auditory attention through domain adaptation

Journal of neural engineering, 2023-12, Vol.20 (6), p.66022

2023

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Diagnosis of Chronic Kidney Disease by Using Random Forest

CMBEBIH 2017, p.589-594

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Effect of Flash Stimulation for Migraine Detection Using Decision Tree Classifiers

Procedia computer science, 2018, Vol.140, p.223-229

2018

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Predictors for estimating subcortical EEG responses to continuous speech

PloS one, 2024-01, Vol.19 (2)

2024

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Alpha Oscillations During Effortful Continuous Speech: From Scalp EEG to Ear-EEG

IEEE transactions on biomedical engineering, 2023-04, Vol.70 (4), p.1-11

2023

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Creating Clarity in Noisy Environments by Using Deep Learning in Hearing Aids

Seminars in hearing, 2021-08, Vol.42 (3), p.260-281

2021

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Extending Subcortical EEG Responses to Continuous Speech to the Sound-Field

Trends in hearing, 2024-01, Vol.28, p.23312165241246596-23312165241246596

2024

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Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

Medical Decision Support System for Diagnosis of Heart Arrhythmia using DWT and Random Forests Classifier

A Tutorial on Auditory Attention Identification Methods

An exploratory Study of EEG Alpha Oscillation and Pupil Dilation in Hearing-Aid Users During Effortful listening to Continuous Speech

Ensemble SVM Method for Automatic Sleep Stage Classification

Predictors for estimating subcortical EEG responses to continuous speech

Breast cancer diagnosis using GA feature selection and Rotation Forest

Speech to noise ratio improvement induces nonlinear parietal phase synchrony in hearing aid users

Estimating Conditional Transfer Entropy in Time Series Using Mutual Information and Nonlinear Prediction

Neural Representation Enhanced for Speech and Reduced for Background Noise With a Hearing Aid Noise Reduction Scheme During a Selective Attention Task

Effects of Hearing Aid Noise Reduction on Early and Late Cortical Representations of Competing Talkers in Noise

Effect of Multiscale PCA De-noising in ECG Beat Classification for Diagnosis of Cardiovascular Diseases

Automatic Detection of Alzheimer Disease Based on Histogram and Random Forest

Normalized Neural Networks for Breast Cancer Classification

Effect of photic stimulation for migraine detection using random forest and discrete wavelet transform

Hearing Aid Noise Reduction Lowers the Sustained Listening Effort During Continuous Speech in Noise-A Combined Pupillometry and EEG Study

Deep learning-based auditory attention decoding in listeners with hearing impairment

Three New Outcome Measures That Tap Into Cognitive Processes Required for Real-Life Communication

Improving EEG-based decoding of the locus of auditory attention through domain adaptation

Diagnosis of Chronic Kidney Disease by Using Random Forest

Effect of Flash Stimulation for Migraine Detection Using Decision Tree Classifiers

Predictors for estimating subcortical EEG responses to continuous speech

Alpha Oscillations During Effortful Continuous Speech: From Scalp EEG to Ear-EEG

Creating Clarity in Noisy Environments by Using Deep Learning in Hearing Aids

Extending Subcortical EEG Responses to Continuous Speech to the Sound-Field

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