G. André Ng

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Unsupervised Classification

Learning Models

Atrial Fibrillation

Top Venues

IEEE Trans. Biomed. Eng.

Comput. Biol. Medicine

Publications

Long Chen, Zheheng Jiang, Joseph Barker, Huiyu Zhou, Fernando S. Schlindwein, Will Nicolson, G. André Ng, Xin Li
ECGVEDNET: A Variational Encoder-Decoder Network for ECG Delineation in Morphology Variant ECGs. IEEE Trans. Biomed. Eng. 71 (7) (2024)
Marko Mäkynen, G. André Ng, Xin Li, Fernando S. Schlindwein, Timothy C. Pearce
Compressed Deep Learning Models for Wearable Atrial Fibrillation Detection through Attention. Sensors 24 (15) (2024)
Ekenedirichukwu Obianom, Marko Mäkynen, Noor Qaqos, Shamsu Idris Abdullahi, Fernando S. Schlindwein, G. André Ng, Xin Li
Predicting Cardiac Arrest Recovery with Shallow and Deep Learning Models. CinC (2023)
Marko Mäkynen, G. André Ng, Xin Li, Fernando S. Schlindwein
Correction: Mäkynen et al. Wearable Devices Combined with Artificial Intelligence - A Future Technology for Atrial Fibrillation Detection? Sensors 2022, 22, 8588. Sensors 23 (18) (2023)
Noor Qaqos, Fernando S. Schlindwein, G. André Ng, Xin Li
Evaluating Electrograms Domain Knowledge for Enhancing Catheter Ablation Outcomes Based on Time Series Features. CinC (2023)
Noor Qaqos, Fernando S. Schlindwein, G. André Ng, Xin Li
Choosing Electrogram Features for Predicting Catheter Ablation Outcomes in Persistent Atrial Fibrillation. CinC (2023)
Xin Li, Charlie Hugill, Gavin S. Chu, Mahmoud Ehnesh, Tiago P. Almeida, Bharat Sidhu, Ibrahim Antoun, Ahmed Kotb, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Can Sequentially Collected Electrograms Be Effectively Used for Dominant Frequency Mapping During Persistent AF? CinC (2022)
Xin Li, G. André Ng, Fernando S. Schlindwein
Transfer Learning in Heart Sound Classification using Mel Spectrogram. CinC (2022)
Mahmoud Ehnesh, Xin Li, Tiago P. Almeida, Sidhu Bharat, Ibrahim Antoun, Nawshin Dastagir, P. J. Stafford, G. André Ng, Fernando S. Schlindwein
Spatiotemporal Behaviour of Human Persistent Atrial Fibrillation from Long-Duration Recordings. CinC (2021)
Long Chen, Zheheng Jiang, Tiago P. Almeida, Fernando S. Schlindwein, Jakevir S. Shoker, G. André Ng, Huiyu Zhou, Xin Li
Spatio-Temporal ECG Network for Detecting Cardiac Disorders from Multi-Lead ECGs. CinC (2021)
Tiago P. Almeida, Diogo C. Soriano, Michela Masè, Flavia Ravelli, Arthur S. Bezerra, Xin Li, Gavin S. Chu, João Salinet, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein, Takashi Yoneyama
Unsupervised Classification of Atrial Electrograms for Electroanatomic Mapping of Human Persistent Atrial Fibrillation. IEEE Trans. Biomed. Eng. 68 (4) (2021)
Tiago P. Almeida, Xin Li, Bharat Sidhu, Arthur S. Bezerra, Mahmoud Ehnesh, Ibrahim Anton, Ibrahim A. Nasser, Gavin S. Chu, Peter J. Stafford, Takashi Yoneyama, G. André Ng, Fernando S. Schlindwein
Dominant Frequency and Organization Index for Substrate Identification of Persistent Atrial Fibrillation. CinC (2021)
Tiago P. Almeida, Mark Nothstein, Xin Li, Michela Masè, Flavia Ravelli, Diogo C. Soriano, Arthur S. Bezerra, Fernando S. Schlindwein, Takashi Yoneyama, Olaf Dössel, G. André Ng, Axel Loewe
Phase Singularities in a Cardiac Patch Model With a Non-conductive Fibrotic Area During Atrial Fibrillation. CinC (2020)
Zheheng Jiang, Tiago P. Almeida, Fernando S. Schlindwein, G. André Ng, Huiyu Zhou, Xin Li
Diagnostic of Multiple Cardiac Disorders from 12-lead ECGs Using Graph Convolutional Network Based Multi-label Classification. CinC (2020)
Arthur S. Bezerra, Takashi Yoneyama, Diogo C. Soriano, Giorgio Luongo, Xin Li, Flavia Ravelli, Michela Masè, Gavin S. Chu, Peter J. Stafford, Fernando S. Schlindwein, G. André Ng, Tiago P. Almeida
Optimizing Atrial Electrogram Classification Based on Local Ablation Outcome in Human Atrial Fibrillation. CinC (2020)
Xin Li, G. André Ng, Fernando S. Schlindwein
Convolutional and Recurrent Neural Networks for Early Detection of Sepsis Using Hourly Physiological Data from Patients in Intensive Care Unit. CinC (2019)
Frederique Jos Vanheusden, Ahmed Ulusow, Gavin S. Chu, Xin Li, João Loures Salinet Jr., Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Are Atrial Fibrillation Dominant Frequency Areas the Source of Dominant Excitation Patterns? A Left Atrial Panoramic View. CinC (2019)
Saaima Ahmad, Mahmoud Ehnesh, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Combining Ionic Computer Models to Follow the Propagation of Electrical Activity of Atrial Fibrillation in the Left Atrium. CinC (2019)
Mahmoud Ehnesh, Xin Li, Nawshin Dastagir, Saaima Ahmad, Taher A. Biala, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Investigating the Optimal Recording Duration for Summarising Spatiotemporal Behaviours of Long Lifespan Rotors Using Phase Mapping of Non-Contact Electrograms During Persistent Atrial Fibrillation. CinC (2019)
Frederique Jos Vanheusden, Gavin S. Chu, Xin Li, João Loures Salinet Jr., Tiago P. Almeida, Nawshin Dastagir, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Systematic differences of non-invasive dominant frequency estimation compared to invasive dominant frequency estimation in atrial fibrillation. Comput. Biol. Medicine 104 (2019)
Tiago Paggi de Almeida, Diogo C. Soriano, Xin Li, Gavin S. Chu, João Loures Salinet Jr., Fernando S. Schlindwein, Peter J. Stafford, G. André Ng, Takashi Yoneyama
Unsupervised k-Mean Classification of Atrial Electrograms From Human Persistent Atrial Fibrillation. CinC (2018)
Xin Li, Gavin S. Chu, Tiago Paggi de Almeida, João Salinet, Amar R. Mistry, Zakariyya Vali, Peter J. Stafford, Fernando S. Schlindwein, G. André Ng
A K-Nearest Neighbours Classifier for Predicting Catheter Ablation Responses Using Noncontact Electrograms During Persistent Atrial Fibrillation. CinC (2018)
Xin Li, Gavin S. Chu, Tiago Paggi de Almeida, João Salinet, Amar R. Mistry, Zakariyya Vali, Peter J. Stafford, Fernando S. Schlindwein, G. André Ng
Dominant Frequency Variability Mapping for Identifying Stable Drivers During Persistent Atrial Fibrillation Using Noncontact Mapping. CinC (2018)
João Loures Salinet Jr., Fernando S. Schlindwein, Peter J. Stafford, Tiago P. Almeida, Xin Li, Frederique Jos Vanheusden, María de la Salud Guillem Sánchez, G. André Ng
Persistent Atrial Fibrillation Hierarchical Activation: from Highest DF Sites to Wave Fractionation at the Boundaries. CinC (2017)
Tiago P. Almeida, Gavin S. Chu, Xin Li, João Loures Salinet Jr., Nawshin Dastagir, Michael J. Bell, Frederique Jos Vanheusden, Jiun H. Tuan, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Contributing Factors Concerning Inconsistencies in Persistent Atrial Fibrillation Ablation Outcomes. CinC (2016)
Nawshin Dastagir, Tiago P. Almeida, Xin Li, Frederique Jos Vanheusden, Gavin S. Chu, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Dynamic Behavior of Rotors during Human Persistent Atrial Fibrillation as observed using Non-Contact Mapping. CinC (2016)
João Loures Salinet Jr., María S. Guillem, Tiago P. Almeida, Xin Li, Daniel Gustavo Goroso, Gavin S. Chu, G. André Ng, Fernando S. Schlindwein
Drifting Rotors Prevalence Is Associated with Dominant Frequency Reduction after Persistent Atrial Fibrillation Ablation. CinC (2015)
Nawshin Dastagir, Xin Li, Frederique Jos Vanheusden, Tiago P. Almeida, João Loures Salinet Jr., Gavin S. Chu, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Combination of Frequency and Phase to Characterise the Spatiotemporal Behaviour of Cardiac Waves during Persistent Atrial Fibrillation in Humans. CinC (2015)
Xin Li, Gavin S. Chu, Tiago P. Almeida, Frederique Jos Vanheusden, Nawshin Dastagir, João Loures Salinet Jr., Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Investigation on Recurrent High Dominant Frequency Spatiotemporal Patterns during Persistent Atrial Fibrillation. CinC (2015)
Tiago P. Almeida, Gavin S. Chu, João Loures Salinet Jr., Frederique Jos Vanheusden, Xin Li, Jiun H. Tuan, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Unifying Automated Fractionated Atrial Electrograms Classification using Electroanatomical Mapping Systems in Persistent Atrial Fibrillation Studies. CinC (2015)
João Loures Salinet Jr., Jiun H. Tuan, Angela S. M. Salinet, Xin Li, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein
Distinctive Patterns of Dominant Frequency Trajectory Behaviour in Persistent Atrial Fibrillation: Spatio-temporal Characterisation. CinC (2014)
Nawshin Dastagir, João Loures Salinet Jr., Frederique Jos Vanheusden, Tiago P. Almeida, Xin Li, Gavin S. Chu, G. André Ng, Fernando S. Schlindwein
Spatiotemporal Behaviour of High Dominant Frequency during Persistent Atrial Fibrillation. CinC (2014)
Xin Li, João Loures Salinet Jr., Tiago P. Almeida, Frederique Jos Vanheusden, Gavin S. Chu, G. André Ng, Fernando S. Schlindwein
A Platform to guide Catheter Ablation of Persistent Atrial Fibrillation using Dominant Frequency Mapping. CinC (2014)
Tiago P. Almeida, João Loures Salinet Jr., Gavin S. Chu, G. André Ng, Fernando S. Schlindwein
Different Definitions of Complex Fractionated Atrial Electrograms do not Concur with Clinical Perspective. CinC (2013)
Frederique Jos Vanheusden, Xin Li, Gavin S. Chu, Tiago P. Almeida, G. André Ng, Fernando S. Schlindwein
Analysis of Spatial Variability for the Development of Reduced Lead Body Surface Maps. CinC (2013)