S. Dlay

发表

Facial Expression Recognition using Local Gabor Gradient Code-Horizontal Diagonal Descriptor

W. L. Woo, Saadoon A. M. Al-Sumaidaee, J. Chambers, 2015 .

Discriminant analysis of the two-dimensional Gabor features for face recognition

W. L. Woo, S. Dlay, R. Mutelo, 2008 .

A Novel Iterative Conditional Maximization Method for Post-Nonlinear Underdetermined Blind Source Separation

W. L. Woo, S. Dlay, Chen Wei, 2007, 2007 15th International Conference on Digital Signal Processing.

Non-linear independent component analysis using series reversion and Weierstrass network

W. L. Woo, S. Dlay, P. Gao, 2006 .

Maximum a posteriori-based approach to blind nonlinear underdetermined mixture

W. L. Woo, S. Dlay, C. Wei, 2006 .

A MAP-BASED APPROACH TO BLIND NONLINEAR UNDERDETERMINED MIXTURE

W. L. Woo, S. Dlay, C. Wei, 2005 .

Blind Source Separation of Postnonlinear Convolutive Mixture

W. L. Woo, S. Dlay, Jingyi Zhang, 2007, IEEE Transactions on Audio, Speech, and Language Processing.

Single-Channel Source Separation Using EMD-Subband Variable Regularized Sparse Features

W. L. Woo, S. Dlay, Bin Gao, 2011, IEEE Transactions on Audio, Speech, and Language Processing.

Underdetermined reverberant acoustic source separation using weighted full-rank nonnegative tensor models.

Bin Gao, S S Dlay, W. L. Woo, 2015, The Journal of the Acoustical Society of America.

Regularised nonlinear blind signal separation using sparsely connected network

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2005 .

Nonlinear blind source separation using a hybrid RBF-FMLP network

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2005 .

Wavelets image data compression

S. Dlay, O. Khalifa, S.S. Dlay, 1998, IEEE International Symposium on Industrial Electronics. Proceedings. ISIE'98 (Cat. No.98TH8357).

A novel method for sclera recognition with images captured on-the-move and at-a-distance

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2016, 2016 4th International Conference on Biometrics and Forensics (IWBF).

Wavelet‐based analogous phase scintillation index for high latitudes

Satnam Dlay, Hal J. Strangeways, S. Dlay, 2015 .

Image-based facial recognition in the domain of high-order polynomial one-way mapping

W. L. Woo, S. Dlay, M. Dabbah, 2008 .

Parallel double window based acquisition method for dual-polarisation GNSS signal in Mulitpath environment

Satnam Dlay, Rajesh Tiwari, A Ahmad, 2015 .

Single channel audio source separation by exploiting characteristic filters

Wai Lok Woo, Bin Gao, Satnam Dlay, 2008 .

Investigation of Ionospheric Phase Scintillation at Middle-Latitude Receiver Station

S. Dlay, M. Johnston, Ishita Gulati, 2019, 2019 International Symposium ELMAR.

A novel biometric feature extraction algorithm using two dimensional fisherface in 2DPCA subspace for face recognition

W. L. Woo, S. Dlay, R. Mutelo, 2005 .

Blind seismic deconvolution by exploiting the sparsity of mixing matrix and earth signal

W. L. Woo, S. Dlay, A. Al-Qaisi, 2008 .

Blind seismic deconvolution of single channel using instantaneous independent component analysis

W. L. Woo, S. Dlay, A. Al-Qaisi, 2008, 2008 6th International Symposium on Communication Systems, Networks and Digital Signal Processing.

Multi-space random projection of face biometric in the radon domain

W. L. Woo, S. Dlay, M. Dabbah, 2008, 2008 6th International Symposium on Communication Systems, Networks and Digital Signal Processing.

One-Way Randomised Radon Mapping for Appearance-Based Biometric Authentication

W. L. Woo, S. Dlay, M. Dabbah, 2008 .

Hidden Markov blind source separation of post-nonlinear mixture

Wai Lok Woo, Jingyi Zhang, Satnam Singh Dlay, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Blind Source Separation of Postnonlinear Convolutive Mixture

Wai Lok Woo, Jingyi Zhang, Satnam Singh Dlay, 2007, IEEE Transactions on Audio, Speech, and Language Processing.

Expectation-maximisation approach to blind source separation of nonlinear convolutive mixture

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2007 .

Neural network approach to blind signal separation of mono-nonlinearly mixed sources

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2005, IEEE Transactions on Circuits and Systems I: Regular Papers.

A FOCUSS-based algorithm for nonlinear overcomplete Independent Component Analysis

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2004 .

On the application of quantization for mobile optimized convolutional neural networks as a predictor of realtime ageing biomarkers

Satnam Singh Dlay, Shaun Barney, Scott Stainton, 2018, 2018 11th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP).

Prediction of nodal metastasis and prognosis of breast cancer by ANN-based assessment of tumour size and p53, Ki-67 and steroid receptor expression.

F. Monti, S. Dlay, G. Sherbet, 2013, Anticancer research.

Does DNA ploidy and synthesis phase dynamic accentuate the predictive power of oestrogen and progesterone receptors in breast cancer progression and prognosis?

Satnam Dlay, Gajanan V. Sherbet, S. Dlay, 2018, Atlas of Genetics and Cytogenetics in Oncology and Haematology.

EVM Loss: A Loss Function for Training Neural Networks in Communication Systems

Martin Johnston, Satnam Singh Dlay, Paul Anthony Haigh, 2021, Sensors.

Near-Gabor filter banks for feature detection and curvature estimation

Satnam Singh Dlay, Stephen J. Purves, S. Dlay, 2000, Electronic Imaging.

A novel approach to curvature estimation

Sj Purves, Satnam Dlay, S. Dlay, 2000 .

Prediction of nodal spread of breast cancer by using artificial neural network-based analyses of S100A4, nm23 and steroid receptor expression

S. S. Dlay, G. V. Sherbet, S. Dlay, 2004, Clinical & Experimental Metastasis.

Single channel audio source separation

Wai Lok Woo, Bin Gao, Satnam Dlay, 2008 .

Novel statistical approach to blind recovery of earth signal and source wavelet using independent component analysis

Wai Lok Woo, Satnam Dlay, Aws Al-Qaisi, 2008 .

Social force model aided robust particle PHD filter for multiple human tracking

Satnam Singh Dlay, Jonathon A. Chambers, Wenwu Wang, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Neural Analyses Validate and Emphasize the Role of Progesterone Receptor in Breast Cancer Progression and Prognosis.

Satnam Dlay, Gajanan V Sherbet, Arturo Caronongan, 2016, Anticancer research.

Properties of the Euler Totient Function Modulo 24 and Some of its Cryptographic Implications

Satnam Singh Dlay, Raouf N. Gorgui-Naguib, S. Dlay, 1988, EUROCRYPT.

Social Force Model-Based MCMC-OCSVM Particle PHD Filter for Multiple Human Tracking

Satnam Singh Dlay, Jonathon A. Chambers, Wenwu Wang, 2017, IEEE Transactions on Multimedia.

Regularized Neural Networks Fusion and Genetic Algorithm Based On-Field Nitrogen Status Estimation of Wheat Plants

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2017, IEEE Transactions on Industrial Informatics.

Heartrate-Dependent Heartwave Biometric Identification With Thresholding-Based GMM–HMM Methodology

Wai Lok Woo, Bin Gao, W. L. Woo, 2019, IEEE Transactions on Industrial Informatics.

Multi-linear neighborhood preserving projection for face recognition

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2014, Pattern Recognit..

Perspective projection for variance pose face recognition from camera calibration

Wai Lok Woo, Jonathon A. Chambers, Satnam Dlay, 2016, SPIE Photonics Europe.

Fault tolerant arithmetic unit using duplication and residue codes

Satnam Singh Dlay, Oliver R. Hinton, Raouf N. Gorgui-Naguib, 1995, Integr..

Extraction of Unique Independent Components for Nonlinear Mixture of Sources

Wai Lok Woo, Satnam Singh Dlay, Li Chin Khor, 2007, J. Comput..

Nonlinear underdetermined blind signal separation using Bayesian neural network approach

Chen Wei, Wai Lok Woo, Satnam Singh Dlay, 2007, Digit. Signal Process..

Neural network approaches to nonlinear blind source separation

Wai Lok Woo, Satnam Singh Dlay, Pei Gao, 2005, Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005..

A novel biometric fingerprint pressure deformation algorithm

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2005 .

Spatio-Temporal Modelling with Multi-Gradient Features and Elongated Quinary Pattern Descriptor for Dynamic Facial Expression Recognition

Mohammed A. M. Abdullah, Saadoon A. M. Al-Sumaidaee, S. Dlay, 2023, Pattern Recognition.

Evaluation of a speaker identification system with and without fusion using three databases in the presence of noise and handset effects

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2017, EURASIP J. Adv. Signal Process..

Computational Deep Intelligence Vision Sensing for Nutrient Content Estimation in Agricultural Automation

S. S. Dlay, Wai Lok Woo, Bin Gao, 2018, IEEE Transactions on Automation Science and Engineering.

A Framework for Iris Biometrics Protection: A Marriage Between Watermarking and Visual Cryptography

Jonathon A. Chambers, Mohammed A. M. Abdullah, W. L. Woo, 2016, IEEE Access.

Human authentication with finger textures based on image feature enhancement

Wai Lok Woo, Jonathon A. Chambers, Satnam Dlay, 2015 .

Looming motion segmentation in vehicle tracking system using wavelet transforms

S. Dlay, F. Rind, K. Subramaniam, 2000 .

Breast cancer prediction and cross validation using multilayer perceptron neural networks

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2010, 2010 7th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP 2010).

Statistical Scintillation Indices in Polar Ionospheric Climatology

S. Dlay, J. Atul, O. Kravchenko, 2022, 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC).

Finger texture biometric verification exploiting Multi-scale Sobel Angles Local Binary Pattern features and score-based fusion

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2017, Digit. Signal Process..

Combined i-Vector and Extreme Learning Machine Approach for Robust Speaker Identification and Evaluation with SITW 2016, NIST 2008, TIMIT Databases

Mohammed A. M. Abdullah, W. L. Woo, Musab T. S. Al-Kaltakchi, 2021, Circuits, Systems, and Signal Processing.

Finger Texture Biometric Characteristic: a Survey pdf

Taolue Chen, Satnam Dlay, Jonathon Chambers, 2020, ArXiv.

Personal verification based on multi-spectral finger texture lighting images

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2018, IET Signal Process..

Robust Iris Segmentation Method Based on a New Active Contour Force With a Noncircular Normalization

Jonathon A. Chambers, Mohammed A. M. Abdullah, W. L. Woo, 2017, IEEE Trans. Syst. Man Cybern. Syst..

Robust Sclera Recognition System With Novel Sclera Segmentation and Validation Techniques

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Robust feature extraction and salvage schemes for finger texture based biometrics

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2017, IET Biom..

A novel biometric approach to generate ROC curve from the Probabilistic Neural Network

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Biometric verification of computer users with probabilistic and cascade forward neural networks

Satnam Dlay, S Shorrock, A Yannopoulos, 2000 .

Deep Multiview Heartwave Authentication

Wai Lok Woo, Bin Gao, Di Wu, 2019, IEEE Transactions on Industrial Informatics.

Application of Artificial Intelligence-based Technology in Cancer Management: A Commentary on the Deployment of Artificial Neural Networks

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2018, AntiCancer Research.

Independent vector analysis for source separation using an energy driven mixed student's T and super Gaussian source prior

Satnam Singh Dlay, Jonathon A. Chambers, Syed M. Naqvi, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Two-dimensional reduction PCA: a novel approach for feature extraction, representation, and recognition

Wai Lok Woo, Satnam Singh Dlay, Li Chin Khor, 2006, Electronic Imaging.

Pupil segmentation using active contour with shape prior

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2015, International Conference on Graphic and Image Processing.

Fast and accurate method for complete iris segmentation with active contour and morphology

Mohammed A. M. Abdullah, W. L. Woo, W. L. Woo, 2014, 2014 IEEE International Conference on Imaging Systems and Techniques (IST) Proceedings.

Efficient finger segmentation robust to hand alignment in imaging with application to human verification

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2017, 2017 5th International Workshop on Biometrics and Forensics (IWBF).

Fast and Accurate Pupil Isolation Based on Morphology and Active Contour

Wai Lok Woo, Satnam Dlay, Mohammed A. M. Abdullah, 2014 .

Single channel informed signal separation using artificial‐stereophonic mixtures and exemplar‐guided matrix factor deconvolution

Wai Lok Woo, Bin Gao, Satnam Dlay, 2018, International Journal of Adaptive Control and Signal Processing.

Online Noisy Single-Channel Source Separation Using Adaptive Spectrum Amplitude Estimator and Masking

Wai Lok Woo, N. Tengtrairat, Satnam Singh Dlay, 2016, IEEE Transactions on Signal Processing.

Single-channel blind separation using L₁-sparse complex non-negative matrix factorization for acoustic signals.

Bin Gao, P Parathai, W L Woo, 2015, The Journal of the Acoustical Society of America.

Single-Channel Blind Separation Using Pseudo-Stereo Mixture and Complex 2-D Histogram

Wai Lok Woo, N. Tengtrairat, Satnam Singh Dlay, 2013, IEEE Transactions on Neural Networks and Learning Systems.

MARTI: Man-Machine Animation Real-Time Interface: The Illusion of Life

Satnam Singh Dlay, Christian Martyn Jones, S. Dlay, 1997, HCI.

Region-of-interest extraction in low depth of field images using ensemble clustering and difference of Gaussian approaches

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2013, Pattern Recognit..

Multi-gradient features and elongated quinary pattern encoding for image-based facial expression recognition

Satnam Singh Dlay, Jonathon A. Chambers, Mohammed A. M. Abdullah, 2017, Pattern Recognit..

Non-stationary feature fusion of face and palmprint multimodal biometrics

Wai Lok Woo, Satnam Singh Dlay, Muhammad Imran Ahmad, 2016, Neurocomputing.

Analog design of a new neural network for optical character recognition

Satnam Singh Dlay, Ian Phillip Morns, S. Dlay, 1999, IEEE Trans. Neural Networks.

A New Approach to Predicting Physical Biometrics from Behavioural Biometrics

Wai Lok Woo, Satnam Dlay, Raid Rafi Omar Al-Nima, 2014 .

Cross Validation Evaluation for Breast Cancer Prediction Using Multilayer Perceptron Neural Networks

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2012 .

Classification based Detection of Geomagnetic Storms using LSTM Neural Network

S. Dlay, M. Johnston, Ishita Gulati, 2022, 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC).

A review of content-based image retrieval

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2010, 2010 7th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP 2010).

Performance of keystroke biometrics authentication system using Multilayer Perceptron neural network (MLP NN)

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2010, 2010 7th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP 2010).

Secure Authentication for Face Recognition

W.L. Woo, W. L. Woo, S.S. Dlay, 2007, 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing.

Robust Iris Segmentation Method Based on a New Active Contour Force With a Noncircular Normalization

Mohammed A. M. Abdullah, W. L. Woo, J. Chambers, 2017, IEEE Trans. Syst. Man Cybern. Syst..

Statistical Speaker Diarization Using Dependent Combination of Extracted Features

Satnam Dlay, Hasan Almgotir Kadhim, Lok Woo, 2015, 2015 3rd International Conference on Artificial Intelligence, Modelling and Simulation (AIMS).

Design an Artificial Mirror system as an interaction method for the life logging system

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2010, 2010 International Conference on User Science and Engineering (i-USEr).

Embedded classification kernel using SOM clustering and mixture of experts

Wai Lok Woo, W. L. Woo, S. Meenakshisundaram, 2005 .

Comparison of I-vector and GMM-UBM approaches to speaker identification with TIMIT and NIST 2008 databases in challenging environments

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Adaptive Sparsity Non-Negative Matrix Factorization for Single-Channel Source Separation

Wai Lok Woo, Satnam Singh Dlay, Bin Gao, 2011, IEEE Journal of Selected Topics in Signal Processing.

Morphological and texture features for cancer tissues microscopic images

Bayan S. Sharif, Satnam Singh Dlay, Andrew J. Sims, 2003, SPIE Medical Imaging.

Informed Single-Channel Speech Separation Using HMM–GMM User-Generated Exemplar Source

Wai Lok Woo, Qi Wang, Satnam Singh Dlay, 2014, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Nonnegative matrix factorization 2D with the flexible β-Divergence for single channel source separation

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2015, 2015 IEEE Workshop on Signal Processing Systems (SiPS).

Informed Single Channel Speech Separation with time-frequency exemplar GMM-HMM model

Wai Lok Woo, Qi Wang, Satnam Singh Dlay, 2015, 2015 IEEE International Conference on Digital Signal Processing (DSP).

Nonlinear single channel source separation

Wai Lok Woo, Satnam Singh Dlay, Bin Gao, 2010, 2010 7th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP 2010).

One colored image based 2.5D human face reconstruction

Wai Lok Woo, Satnam Singh Dlay, Peng Liu, 2009, 2009 17th European Signal Processing Conference.

Signal Separation of Nonlinear Time-Delayed Mixture: Time Domain Approach

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2009, 2009 International Conference on Signal Acquisition and Processing.

Performance analysis of over-determined noisy ICA: Bayesian approach versus signal transformation

W.L. Woo, Yuanjia Wu, S.S. Dlay, 2008, 2008 6th International Symposium on Communication Systems, Networks and Digital Signal Processing.

Single Channel Blind Source Separation using the Best Characteristic Basis

W.L. Woo, Bin Gao, S.S. Dlay, 2008, 2008 3rd International Conference on Information and Communication Technologies: From Theory to Applications.

Performance analysis of single channel blind source separation

Wai Lok Woo, Bin Gao, Satnam Dlay, 2008 .

Nonlinear signal separation for multinonlinearity constrained mixing model

Wai Lok Woo, Satnam Singh Dlay, Pei Gao, 2006, IEEE Transactions on Neural Networks.

Computational intelligent color normalization for wheat plant images to support precision farming

Wai Lok Woo, Satnam Singh Dlay, W. L. Woo, 2016, 2016 Eighth International Conference on Advanced Computational Intelligence (ICACI).

A Nonlinear State Space Approach to Nonlinear Blind Source Separation

W.L. Woo, W. L. Woo, S.S. Dlay, 2007, 2007 15th International Conference on Digital Signal Processing.

Weierstrass approach to blind source separation of multiple nonlinearly mixed signals

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2006 .

Two-stage series-based neural network approach to nonlinear independent component analysis

Wai Lok Woo, Satnam Singh Dlay, Li Chin Khor, 2006, 2006 IEEE International Symposium on Circuits and Systems.

A Maximum Likelihood Approach to Nonlinear Convolutive Blind Source Separation

Wai Lok Woo, Jingyi Zhang, Satnam Singh Dlay, 2006, ICA.

Fast convergence polynomial based separation algorithm

Wai Lok Woo, Satnam Singh Dlay, Li Chin Khor, 2005, Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005..

Nonlinear Convolutive Blind Source Separation of Non-Stationary Signals

W. L. Woo, S. Dlay, Jingyi Zhang, 2006 .

Ensemble Neural Networks and Image Analysis for On-Site Estimation of Nitrogen Content in Plants

Wai Lok Woo, Satnam Dlay, W. L. Woo, 2016, IntelliSys.

Efficient fingerprint feature extraction: Algorithm and performance evaluation

W.L. Woo, W. L. Woo, S.S. Dlay, 2008, 2008 6th International Symposium on Communication Systems, Networks and Digital Signal Processing.

Single Channel Source Separation Using Filterbank and 2D Sparse Matrix Factorization

Wai Lok Woo, Bin Gao, Satnam Dlay, 2013 .

Unsupervised Single-Channel Separation of Nonstationary Signals Using Gammatone Filterbank and Itakura–Saito Nonnegative Matrix Two-Dimensional Factorizations

Wai Lok Woo, Satnam Singh Dlay, Bin Gao, 2013, IEEE Transactions on Circuits and Systems I: Regular Papers.

Variational Regularized 2-D Nonnegative Matrix Factorization

Wai Lok Woo, Satnam Singh Dlay, Bin Gao, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Underdetermined Convolutive Source Separation Using GEM-MU With Variational Approximated Optimum Model Order NMF2D

Wai Lok Woo, Satnam Singh Dlay, Bin Gao, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Neural Analyses Validate and Emphasise the Role of Progesterone Receptor in Breast Cancer Progression and Prognosis

Arturo P. Caronongan, S. Dlay, R. Naguib, 2016 .

A novel framework for cross-spectral iris matching

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2016, IPSJ Transactions on Computer Vision and Applications.

Iris biometrie: Is the near-infrared spectrum always the best?

Wai Lok Woo, Satnam Singh Dlay, Jonathon A. Chambers, 2015, 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR).

Cross-Spectral Iris Matching for Surveillance Applications

Wai Lok Woo, Jonathon A. Chambers, Mohammed A. M. Abdullah, 2018 .

Iris feature extraction using principally rotated complex wavelet filters (PR-CWF)

W. L. Woo, S. S. Dlay, Charles O. Ukpai, 2015, International Conference on Computer Vision and Image Analysis Applications.

Deep learning pose estimation for multi-cattle lameness detection

S. Dlay, A. Crowe, Ilias Kyriazakis, 2023, Scientific Reports.