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ORCIDG. André Ng
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- affiliation: University of Leicester, Department of Cardiovascular Sciences, UK
- affiliation (PhD 1997): University of Glasgow, UK
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Journal Articles
- 2024
[j12]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): 4787 (2024)- [j11]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): 2143-2153 (2024) - 2023
- [j10]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): 7972 (2023) - 2021
- [j9]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): 1131-1141 (2021) - 2019
- [j8]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: 299-309 (2019) - 2018
- [j7]Tiago P. Almeida, Gavin S. Chu, Michael J. Bell, Xin Li, João Loures Salinet Jr., Nawshin Dastagir, Jiun H. Tuan, Peter J. Stafford, Ghulam André Ng, Fernando S. Schlindwein:
The temporal behavior and consistency of bipolar atrial electrograms in human persistent atrial fibrillation. Medical Biol. Eng. Comput. 56(1): 71-83 (2018) - 2017
- [j6]Xin Li, João Loures Salinet Jr., Tiago P. Almeida, Frederique Jos Vanheusden, Gavin S. Chu, Ghulam André Ng, Fernando S. Schlindwein:
An interactive platform to guide catheter ablation in human persistent atrial fibrillation using dominant frequency, organization and phase mapping. Comput. Methods Programs Biomed. 141: 83-92 (2017) - 2016
- [j5]Tiago P. Almeida, Gavin S. Chu, João Loures Salinet Jr., Frederique Jos Vanheusden, Xin Li, Jiun H. Tuan, Peter J. Stafford, Ghulam André Ng, Fernando S. Schlindwein:
Minimizing discordances in automated classification of fractionated electrograms in human persistent atrial fibrillation. Medical Biol. Eng. Comput. 54(11): 1695-1706 (2016) - 2013
- [j4]João Loures Salinet Jr., Guilherme N. Oliveira, Frederique Jos Vanheusden, João Luiz Dihl Comba, Ghulam André Ng, Fernando S. Schlindwein:
Visualizing Intracardiac Atrial Fibrillation Electrograms Using Spectral Analysis. Comput. Sci. Eng. 15(2): 79-87 (2013) - [j3]João Loures Salinet Jr., João Paulo do Vale Madeiro, Paulo César Cortez, Peter J. Stafford, Ghulam André Ng, Fernando S. Schlindwein:
Analysis of QRS-T subtraction in unipolar atrial fibrillation electrograms. Medical Biol. Eng. Comput. 51(12): 1381-1391 (2013) - [j2]João Loures Salinet Jr., João Paulo do Vale Madeiro, Paulo César Cortez, Peter J. Stafford, Ghulam André Ng, Fernando S. Schlindwein:
Erratum to: Analysis of QRS-T subtraction in unipolar atrial fibrillation electrograms. Medical Biol. Eng. Comput. 51(12): 1393 (2013) - 2011
- [j1]A. Ahmad, João Loures Salinet Jr., P. Brown, Jiun H. Tuan, Peter J. Stafford, Ghulam André Ng, Fernando S. Schlindwein:
QRS subtraction for atrial electrograms: flat, linear and spline interpolations. Medical Biol. Eng. Comput. 49(11): 1321-1328 (2011)
Conference and Workshop Papers
- 2023
- [c31]Obianom Ekenedirichukwu, 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: 1-4 - [c30]Noor Qaqos, Fernando S. Schlindwein, G. André Ng, Xin Li:
Choosing Electrogram Features for Predicting Catheter Ablation Outcomes in Persistent Atrial Fibrillation. CinC 2023: 1-4 - [c29]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: 1-4 - 2022
- [c28]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: 1-4 - [c27]Xin Li, G. André Ng, Fernando S. Schlindwein:
Transfer Learning in Heart Sound Classification using Mel Spectrogram. CinC 2022: 1-4 - 2021
- [c26]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: 1-4 - [c25]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: 1-4 - [c24]Mahmoud Ehnesh, Xin Li, Tiago P. Almeida, Sidhu Bharat, Ibrahim Antoun, Nawshin Dastagir, Peter J. Stafford, G. André Ng, Fernando S. Schlindwein:
Spatiotemporal Behaviour of Human Persistent Atrial Fibrillation from Long-Duration Recordings. CinC 2021: 1-4 - 2020
- [c23]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: 1-4 - [c22]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: 1-4 - [c21]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: 1-4 - 2019
- [c20]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: 1-4 - [c19]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: 1- - [c18]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: 1-4 - [c17]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: 1-4 - 2018
- [c16]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: 1-4 - [c15]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: 1-4 - [c14]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: 1-4 - 2017
- [c13]Tiago P. Almeida, Fernando S. Schlindwein, João Loures Salinet Jr., Xin Li, Gavin S. Chu, Jiun H. Tuan, Peter J. Stafford, Ghulam André Ng, Diogo Soriano:
Deterministic Structures in Fractionated Atrial Electrograms During Human Persistent Atrial Fibrillation. CinC 2017 - [c12]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 - 2016
- [c11]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 - [c10]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 - 2015
- [c9]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: 53-56 - [c8]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: 57-60 - [c7]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: 61-64 - [c6]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: 269-272 - 2014
- [c5]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: 649-652 - [c4]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: 653-656 - [c3]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: 657-660 - 2013
- [c2]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: 535-538 - [c1]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: 1055-1058
Coauthor Index
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