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Advances in Non-Invasive Biomedical Signal Sensing and Processing with Machine Learning

1, 2023

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Comparison of different feature extraction methods for EEG-based emotion recognition

Biocybernetics and biomedical engineering, 2020-07, Vol.40 (3), p.910-926

2020

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Pain assessment in horses using automatic facial expression recognition through deep learning-based modeling

PloS one, 2021-10, Vol.16 (10), p.e0258672-e0258672

2021

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Multirate Processing with Selective Subbands and Machine Learning for Efficient Arrhythmia Classification

Sensors (Basel, Switzerland), 2021-02, Vol.21 (4), p.1511

2021

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Augmented reality-based affective training for improving care communication skill and empathy

PloS one, 2023-07, Vol.18 (7), p.e0288175-e0288175

2023

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Estimating person-specific neural correlates of mental rotation: A machine learning approach

PloS one, 2024-01, Vol.19 (1), p.e0289094-e0289094

2024

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Arrhythmia classification detection based on multiple electrocardiograms databases

PloS one, 2023-09, Vol.18 (9), p.e0290995-e0290995

2023

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Impact of mobile connectivity on students’ wellbeing: Detecting learners’ depression using machine learning algorithms

PloS one, 2023-11, Vol.18 (11), p.e0294803-e0294803

2023

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UIBVFEDPlus-Light: Virtual facial expression dataset with lighting

PloS one, 2023-09, Vol.18 (9), p.e0287006-e0287006

2023

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Dry EEG measurement of P3 to evaluate cognitive load during sitting, standing, and walking

PloS one, 2023-07, Vol.18 (7), p.e0287885-e0287885

2023

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Human state anxiety classification framework using EEG signals in response to exposure therapy

PloS one, 2022-03, Vol.17 (3), p.e0265679-e0265679

2022

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Blood pressure monitoring during anesthesia induction using PPG morphology features and machine learning

PloS one, 2023-02, Vol.18 (2), p.e0279419-e0279419

2023

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Face-to-face vs. remote digital settings in job assessment interviews: A multilevel hyperscanning protocol for the investigation of interpersonal attunement

PloS one, 2022-02, Vol.17 (2), p.e0263668-e0263668

2022

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Visual preference of plant features in different living environments using eye tracking and EEG

PloS one, 2022-12, Vol.17 (12), p.e0279596-e0279596

2022

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Processing time affects sequential memory performance beginning at the level of visual encoding

PloS one, 2022-03, Vol.17 (3), p.e0265719-e0265719

2022

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Detection of sleep apnea from single-channel electroencephalogram (EEG) using an explainable convolutional neural network (CNN)

PloS one, 2022-09, Vol.17 (9), p.e0272167-e0272167

2022

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Classifying tasks performed by electrical line workers using a wrist-worn sensor: A data analytic approach

PloS one, 2022-12, Vol.17 (12), p.e0261765-e0261765

2022

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MaskID: An effective deep-learning-based algorithm for dense rebar counting

PloS one, 2023-01, Vol.18 (1), p.e0271051-e0271051

2023

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BLSTM based night-time wildfire detection from video

PloS one, 2022-06, Vol.17 (6), p.e0269161-e0269161

2022

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Reducing calibration time in motor imagery-based BCIs by data alignment and empirical mode decomposition

PloS one, 2022-02, Vol.17 (2), p.e0263641-e0263641

2022

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The effects of music & auditory beat stimulation on anxiety: A randomized clinical trial

PloS one, 2022-03, Vol.17 (3), p.e0259312-e0259312

2022

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Improved VSS-NLMS Adaptive Beamformer Using Modified Antenna Array

Wireless personal communications, 2023-02, Vol.128 (4), p.2741-2752

2023

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Evaluating the effectiveness of stain normalization techniques in automated grading of invasive ductal carcinoma histopathological images

Scientific reports, 2023-11, Vol.13 (1), p.20518-20518, Article 20518

2023

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Convolutional neural networks for classification of music-listening EEG: comparing 1D convolutional kernels with 2D kernels and cerebral laterality of musical influence

Neural computing & applications, 2020-07, Vol.32 (13), p.8867-8891

2020

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The Effect of Music on Human Brain; Frequency Domain and Time Series Analysis Using Electroencephalogram

IEEE access, 2018-01, Vol.6, p.45191-45205

2018

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Advances in Non-Invasive Biomedical Signal Sensing and Processing with Machine Learning

Comparison of different feature extraction methods for EEG-based emotion recognition

Pain assessment in horses using automatic facial expression recognition through deep learning-based modeling

Multirate Processing with Selective Subbands and Machine Learning for Efficient Arrhythmia Classification

Augmented reality-based affective training for improving care communication skill and empathy

Estimating person-specific neural correlates of mental rotation: A machine learning approach

Arrhythmia classification detection based on multiple electrocardiograms databases

Impact of mobile connectivity on students’ wellbeing: Detecting learners’ depression using machine learning algorithms

UIBVFEDPlus-Light: Virtual facial expression dataset with lighting

Dry EEG measurement of P3 to evaluate cognitive load during sitting, standing, and walking

Human state anxiety classification framework using EEG signals in response to exposure therapy

Blood pressure monitoring during anesthesia induction using PPG morphology features and machine learning

Face-to-face vs. remote digital settings in job assessment interviews: A multilevel hyperscanning protocol for the investigation of interpersonal attunement

Visual preference of plant features in different living environments using eye tracking and EEG

Processing time affects sequential memory performance beginning at the level of visual encoding

Detection of sleep apnea from single-channel electroencephalogram (EEG) using an explainable convolutional neural network (CNN)

Classifying tasks performed by electrical line workers using a wrist-worn sensor: A data analytic approach

MaskID: An effective deep-learning-based algorithm for dense rebar counting

BLSTM based night-time wildfire detection from video

Reducing calibration time in motor imagery-based BCIs by data alignment and empirical mode decomposition

The effects of music & auditory beat stimulation on anxiety: A randomized clinical trial

Improved VSS-NLMS Adaptive Beamformer Using Modified Antenna Array

Evaluating the effectiveness of stain normalization techniques in automated grading of invasive ductal carcinoma histopathological images

Convolutional neural networks for classification of music-listening EEG: comparing 1D convolutional kernels with 2D kernels and cerebral laterality of musical influence

The Effect of Music on Human Brain; Frequency Domain and Time Series Analysis Using Electroencephalogram

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