Fernando S. Schlindwein

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 34

Top Topics

Spatiotemporal Patterns

Atrial Fibrillation

Temporal Behavior

Unsupervised Classification

Top Venues

Medical Biol. Eng. Comput.

IEEE Trans. Biomed. Eng.

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)
Taher A Biala, Ahmad Ramahi, Obianom Ekenedirichukwu, Xin Li, Fernando S. Schlindwein
Use of AI to Assess Control and Diseased Children at 10 Years of Age. CinC (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)
Marko Mäkynen, Fernando S. Schlindwein
Wearable Devices Combined with Artificial Intelligence - A Future Technology for Atrial Fibrillation Detection? Sensors 22 (22) (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)
João Alexandre Lôbo Marques, Paulo César Cortez, João Paulo do Vale Madeiro, Victor Hugo C. de Albuquerque, Simon James Fong, Fernando S. Schlindwein
Nonlinear characterization and complexity analysis of cardiotocographic examinations using entropy measures. J. Supercomput. 76 (2) (2020)
João Alexandre Lôbo Marques, Paulo César Cortez, João Paulo do Vale Madeiro, Simon James Fong, Fernando S. Schlindwein, Victor Hugo C. de Albuquerque
Automatic Cardiotocography Diagnostic System Based on Hilbert Transform and Adaptive Threshold Technique. IEEE Access 7 (2019)
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)
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) (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)
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 (2017)
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, 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)
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)
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) (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)
Taher Biala, Syamil Muhammad, Fernando S. Schlindwein, Michael Wailoo
Heart Rate Variability Analysis of Pre and Post Awakening of 10 Year Old Children. CinC (2014)
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)
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) (2013)
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) (2013)
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)
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) (2013)
João Alexandre Lôbo Marques, Paulo César Cortez, João Paulo do Vale Madeiro, Fernando S. Schlindwein
Non-linear Analysis of Fetal Heart Rate in Cardiotocography using Sample Entropy. BIOSIGNALS (2012)
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) (2011)
Federico Cardona Rocha, Fernando S. Schlindwein
Analysis of the Heart Rate Variability before and after Asphyxia. BIOSIGNALS (2009)
Taher Biala, Fernando S. Schlindwein, Michael Wailoo, Michael Bankart
Respiratory Sinus Arrhythmia in 10 Year Olds - Normal and Intrauterine Growth Restricted. BIOSIGNALS (2009)