Fu Siong Ng

21 papers Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fair and Skill-Diverse Student Group Formation: A graph-theoretic approach [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective].
IEEE Signal Process. Mag.
Alexander Jenkins, Emma Rainbow, Imad Jaimoukha, Fu Siong Ng, Ljubisa Stankovic, Milos Dakovic, Danimir Mandic, Danilo P. Mandic
2025 — conf
Contrasting by Augmented Patient Electrocardiograms to Learn Representations for a Foundation Model.
AIME (2)
Gul Rukh Khattak, Konstantinos Patlatzoglou, Yixiu Liang, Libor Pastika, Boroumand Zeidaabadi, Joseph Barker, Mehak Gurnani, Antônio H. Ribeiro, Jeffrey Annis, Antônio L. P. Ribeiro, Nicholas S. Peters, Junbo Ge, Daniel B. Kramer, Jonathan W. Waks, Evan Brittain, Arunashis Sau, Fu Siong Ng
2025 J jnl
Data distribution impacts the performance and generalisability of contrastive learning-based foundation models of electrocardiograms.
CoRR
Gul Rukh Khattak, Konstantinos Patlatzoglou, Joseph Barker, Libor Pastika, Boroumand Zeidaabadi, Ahmed El-Medany, Hesham Aggour, Yixiu Liang, Antônio H. Ribeiro, Jeffrey Annis, Antônio Luiz Pinho Ribeiro, Junbo Ge, Daniel B. Kramer, Jonathan W. Waks, Evan Brittain, Nicholas S. Peters, Fu Siong Ng, Arunashis Sau
2025 J jnl
Deriving novel atrial fibrillation phenotypes using a tree-based artificial intelligence-enhanced electrocardiography approach.
npj Digit. Medicine
Mehak Gurnani, Konstantinos Patlatzoglou, Joseph Barker, Libor Pastika, Boroumand Zeidaabadi, Ibrahim Antoun, Riyaz Somani, G. André Ng, Paolo Inglese, Lara Curran, Declan P. O'Regan, Nicholas S. Peters, Daniel B. Kramer, Jonathan W. Waks, Arunashis Sau, Fu Siong Ng
2025 J jnl
Explaining deep learning for ECG using time-localized clusters.
CoRR
Ahcène Boubekki, Konstantinos Patlatzoglou, Joseph Barker, Fu Siong Ng, Antônio H. Ribeiro
2025 J jnl
Learning to Predict Global Atrial Fibrillation Dynamics from Sparse Measurements.
CoRR
Alexander Jenkins, Andrea Cini, Joseph Barker, Alexander Sharp, Arunashis Sau, Varun Valentine, Srushti Valasang, Xinyang Li, Tom Wong, Timothy Betts, Danilo P. Mandic, Cesare Alippi, Fu Siong Ng
2025 J jnl
Online Graph Topology Learning via Time-Vertex Adaptive Filters: From Theory to Cardiac Fibrillation.
IEEE Trans. Signal Inf. Process. over Networks
Alexander Jenkins, Thiernithi Variddhisaï, Ahmed El-Medany, Fu Siong Ng, Danilo P. Mandic
2025 J jnl
The cost of explainability in artificial intelligence-enhanced electrocardiogram models.
npj Digit. Medicine
Konstantinos Patlatzoglou, Libor Pastika, Joseph Barker, Ewa Sieliwonczyk, Gul Rukh Khattak, Boroumand Zeidaabadi, Antônio H. Ribeiro, James S. Ware, Nicholas S. Peters, Antônio Luiz P. Ribeiro, Daniel B. Kramer, Jonathan W. Waks, Arunashis Sau, Fu Siong Ng
2024 J jnl
Artificial intelligence-enhanced electrocardiography derived body mass index as a predictor of future cardiometabolic disease.
npj Digit. Medicine
Libor Pastika, Arunashis Sau, Konstantinos Patlatzoglou, Ewa Sieliwonczyk, Antônio H. Ribeiro, Kathryn A. McGurk, Sadia Khan, Danilo P. Mandic, William R. Scott, James S. Ware, Nicholas S. Peters, Antônio Luiz P. Ribeiro, Daniel B. Kramer, Jonathan W. Waks, Fu Siong Ng
2024 J jnl
Online Graph Learning via Time-Vertex Adaptive Filters: From Theory to Cardiac Fibrillation.
CoRR
Alexander Jenkins, Thiernithi Variddhisaï, Ahmed El-Medany, Fu Siong Ng, Danilo P. Mandic
2023 J jnl
Improving Diffusion Models for ECG Imputation with an Augmented Template Prior.
CoRR
Alexander Jenkins, Zehua Chen, Fu Siong Ng, Danilo P. Mandic
2019 — conf
Classification of Fibrillation Subtypes with Single-Channel Surface Electrocardiogram.
UKCI
Xinyang Li, Balvinder S. Handa, Nicholas S. Peters, Fu Siong Ng
2019 J jnl
Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling.
Comput. Biol. Medicine
Chris D. Cantwell, Yumnah Mohamied, Konstantinos N. Tzortzis, Stef Garasto, Charles Houston, Rasheda A. Chowdhury, Fu Siong Ng, Anil A. Bharath, Nicholas S. Peters
2018 J jnl
Analytical approaches for myocardial fibrillation signals.
Comput. Biol. Medicine
Balvinder S. Handa, Caroline H. Roney, Charles Houston, Norman A. Qureshi, Xinyang Li, David S. Pitcher, Rasheda A. Chowdhury, Phang Boon Lim, Emmanuel Dupont, Steven A. Niederer, Chris D. Cantwell, Nicholas S. Peters, Fu Siong Ng
2018 J jnl
Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling.
CoRR
Chris D. Cantwell, Yumnah Mohamied, Konstantinos N. Tzortzis, Stef Garasto, Charles Houston, Rasheda A. Chowdhury, Fu Siong Ng, Anil A. Bharath, Nicholas S. Peters
2017 — conf
Injection moulded microneedle sensor for real-time wireless pH monitoring.
EMBC
Khalid B. Mirza, Claudio Zuliani, Benjamin Hou, Fu Siong Ng, Nicholas S. Peters, Christofer Toumazou
2015 — conf
A technique for visualising three-dimensional left atrial cardiac activation data in two dimensions with minimal distance distortion.
EMBC
Caroline H. Roney, Konstantinos N. Tzortzis, Chris D. Cantwell, Norman A. Qureshi, Rheeda L. Ali, Phang Boon Lim, Jennifer H. Siggers, Fu Siong Ng, Nicholas S. Peters
2015 — conf
Influence of Left Atrial Geometry on Rotor Core Trajectories in a Model of Atrial Fibrillation.
CinC
Konstantinos N. Tzortzis, Caroline H. Roney, Norman A. Qureshi, Fu Siong Ng, Phang Boon Lim, Spencer J. Sherwin, Nicholas S. Peters, Chris D. Cantwell
2015 J jnl
Techniques for automated local activation time annotation and conduction velocity estimation in cardiac mapping.
Comput. Biol. Medicine
Chris D. Cantwell, Caroline H. Roney, Fu Siong Ng, Jennifer H. Siggers, Spencer J. Sherwin, Nicholas S. Peters
2014 — conf
A Novel Method for Rotor Tracking using Bipolar Electrogram Phase.
CinC
Caroline H. Roney, Chris D. Cantwell, Jennifer H. Siggers, Fu Siong Ng, Nicholas S. Peters
2014 — conf
An automated algorithm for determining conduction velocity, wavefront direction and origin of focal cardiac arrhythmias using a multipolar catheter.
EMBC
Caroline H. Roney, Chris D. Cantwell, Norman A. Qureshi, Rheeda L. Ali, Eugene T. Y. Chang, Phang Boon Lim, Spencer J. Sherwin, Nicholas S. Peters, Jennifer H. Siggers, Fu Siong Ng