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Konstantinos Patlatzoglou

imperial college london

7H指数
59论文数
175被引数
收录论文 26
发表时间
Predicting Self-Terminating Ventricular Tachycardia Using Cycle-Length Variability: External Validation of a Machine Learning Model利用周期长度变异性预测自终止室性心动过速:机器学习模型的外部验证
err2026-09-17
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errGul Rukh Khattak; Ahmed El-Medany; Hesham Aggour; Mehak Gurnani; Xinyang Li; Ian Wright; Amar Ahmed; Konstantinos Patlatzoglou; Joseph Barker; Libor Pastika; Boroumand Zeidaabadi; Aidan Birdi; Jiayu Huo; Nicholas Peters; Arunashis Sau; Jean-Baptiste Guichard; Fu Siong Ng
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Artificial Intelligence-Enhanced Electrocardiography for the Prediction of Future Type 2 Diabetes Mellitus: a model-development and multicentre validation study人工智能增强型心电图用于预测未来2型糖尿病:一项模型开发和多中心验证研究
err2026-07-22
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errLibor Pastika, MBBS; Konstantinos Patlatzoglou, PhD; Ewa Sieliwonczyk, PhD; Joseph Barker, MBBS; Boroumand Zeidaabadi, BSc; Kathryn A McGurk, PhD; Sandhi M Barreto, PhD; Lidyane Camelo, PhD; Sadia Khan, MBBS; William R Scott, PhD; Declan P O’Regan, PhD; Bruce B Duncan, PhD; Maria I Schmidt, PhD; James S Ware, PhD; Shivani Misra, PhD; Daniel B Kramer, MD; Jonathan W Waks, MD; Nicholas S Peters, PhD; Antonio Luiz Pinho Ribeiro, PhD; Arunashis Sau, PhD; Fu Siong Ng, PhD; null
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AI-enabled motion artifact correction to replace emission- and excitation-ratiometry in cardiac optical mapping: A proof-of-concept study基于AI的运动伪影校正以替代心脏光学映射中的发射-激发比率测量法:一项概念验证研究
err2026-05-04
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errZhen Hua; Konstantinos Patlatzoglou; Vineesh Kappadan; Xianbo Sun; Jan Lebert; Paraskevas Efstathiou; Johanna B Tonko; I-Ju E Lee; Anies Sohi; Danya Agha-Jaffar; Najmah Mohamed; Yasser Abdelghani; Olympia Onslow; Tanish Baranwal; Elizabeth Pyman; Jean-Baptiste Guichard; Crystal M Ripplinger; Stefan Luther; Nicholas S Peters; Jan Christoph; Fu Siong Ng; null
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The cost of explainability in artificial intelligence-enhanced electrocardiogram models人工智能增强型心电图模型的可解释性成本
err2025-12-05
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errKonstantinos Patlatzoglou; Libor Pastika; Joseph Barker; Ewa Sieliwonczyk; Gul Rukh Khattak; Boroumand Zeidaabadi; Antônio H. Ribeiro; James S. Ware; Nicholas S. Peters; Antonio Luiz P. Ribeiro; Daniel B. Kramer; Jonathan W. Waks; Arunashis Sau; Fu Siong Ng
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Deriving novel atrial fibrillation phenotypes using a tree-based artificial intelligence-enhanced electrocardiography approach使用基于树的AI增强心电图方法推导新的房颤表型
err2025-12-04
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errMehak Gurnani; Konstantinos Patlatzoglou; Joseph Barker; Libor Pastika; Boroumand Zeidaabadi; Ibrahim Antoun; Riyaz Somani; G. Andre Ng; Paolo Inglese; Lara Curran; Declan O’Regan; Nicholas S. Peters; Daniel B. Kramer; Jonathan W. Waks; Arunashis Sau; Fu Siong Ng
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Image based artificial intelligence-enhanced ECG prediction of incident atrial fibrillation基于图像的人工智能增强型ECG预测新发心房颤动
err2025-10-14
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PREAI
errBoroumand Zeidaabadi; Konstantinos Patlatzoglou; Joseph Barker; Libor Pastika; Gul Rukh Khattak; Mehak Gurnani; Xavier Da Silva Anjos Machado; Nicholas S. Peters; Daniel B. Kramer; Jonathan W. Waks; Fu Siong Ng; Arunashis Sau
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Unsupervised feature extraction using deep learning empowers discovery of genetic determinants of the electrocardiogram基于深度学习的无监督特征提取能够推动心电图遗传决定因素的研究
err2025-10-11
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errEwa Sieliwonczyk; Arunashis Sau; Konstantinos Patlatzoglou; Kathryn A. McGurk; Libor Pastika; Prisca K. Thami; Massimo Mangino; Sean L. Zheng; George Powell; Lara Curran; Rachel J. Buchan; Pantazis Theotokis; Nicholas S. Peters; Bart Loeys; Daniel B. Kramer; Jonathan W. Waks; Fu Siong Ng; James S. Ware
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The spatial ventricular gradient is a non-invasive, vectorcardiographic correlate of cardiac fibrosis空间心室梯度是一种非侵入性的心向量心电图学相关指标,用于反映心脏纤维化。
err2025-10-01
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PREAI
errStabenau, Hans F.; Matos, Jason D.; Kramer, Daniel B.; Sau, Arunashis; Pastika, Libor; Sieliwonczyk, Ewa; Patlatzoglou, Konstantinos; Peters, Nicholas S.; Tung, Patricia; Ng, Fu Siong; Nezafat, Reza; Waks, Jonathan W.
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Prediction of incident atrial fibrillation: a comprehensive evaluation of conventional and AI-enhanced approaches心房颤动事件预测:常规方法与AI增强方法的全面评估
err2025-08-22
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errArunashis Sau; Ewa Sieliwonczyk; Joseph Barker; Boroumand Zeidaabadi; Libor Pastika; Konstantinos Patlatzoglou; Gul Rukh Khattak; Kathryn A. McGurk; Nicholas S. Peters; Daniel B. Kramer; Jonathan W. Waks; James S. Ware; Fu Siong Ng
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Artificial intelligence-enhanced electrocardiography to predict regurgitant valvular heart diseases: an international study人工智能增强型心电图预测反流性瓣膜性心脏病:一项国际研究
err2025-07-01
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errLiang, Yixiu; Sau, Arunashis; Zeidaabadi, Boroumand; Barker, Joseph; Patlatzoglou, Konstantinos; Pastika, Libor; Sieliwonczyk, Ewa; Whinnett, Zachary; Peters, Nicholas S.; Yu, Ziqing; Liu, Xi; Wang, Shuo; Lu, Hongyang; Kramer, Daniel B.; Waks, Jonathan W.; Su, Yangang; Ge, Junbo; Ng, Fu Siong
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Artificial intelligence-enhanced electrocardiography for the identification of a sex-related cardiovascular risk continuum: a retrospective cohort study人工智能增强型心电图在性别相关心血管风险连续谱识别中的应用:一项回顾性队列研究
err2025-03-01
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errSau, Arunashis; Sieliwonczyk, Ewa; Patlatzoglou, Konstantinos; Pastika, Libor; Mcgurk, Kathryn A.; Ribeiro, Antonio H.; Ribeiro, Antonio Luiz P.; Ho, Jennifer E.; Peters, Nicholas S.; Ware, James S.; Tayal, Upasana; Kramer, Daniel B.; Waks, Jonathan W.
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Siamese neural network-enhanced electrocardiography can re-identify anonymized healthcare data
err2025-02-25
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errMacierzanka, Krzysztof; Sau, Arunashis; Patlatzoglou, Konstantinos; Pastika, Libor; Sieliwonczyk, Ewa; Gurnani, Mehak; Peters, Nicholas S.; Waks, Jonathan W.; Kramer, Daniel B.; Ng, Fu Siong
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Prognostic Significance and Associations of Neural Network-Derived Electrocardiographic Features神经网络衍生的心电图特征的预后意义和关联
err2024-12-01
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PREAI
errSau, Arunashis; Ribeiro, Antonio H.; Mcgurk, Kathryn A.; Pastika, Libor; Bajaj, Nikesh; Gurnani, Mehak; Sieliwonczyk, Ewa; Patlatzoglou, Konstantinos; Ardissino, Maddalena; Chen, Jun Yu; Wu, Huiyi; Shi, Xili; Hnatkova, Katerina; Zheng, Sean L.; Britton, Annie; Shipley, Martin; Andrsova, Irena; Novotny, Tomas; Sabino, Ester C.; Giatti, Luana; Barreto, Sandhi M.; Waks, Jonathan W.; Kramer, Daniel B.; Mandic, Danilo; Peters, Nicholas S.; O'Regan, Declan P.; Malik, Marek; Ware, James S.; Ribeiro, Antonio Luiz P.; Ng, Fu Siong
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A comparison of artificial intelligence-enhanced electrocardiography approaches for the prediction of time to mortality using electrocardiogram images
err2024-11-18
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errSau, Arunashis; Zeidaabadi, Boroumand; Patlatzoglou, Konstantinos; Pastika, Libor; Ribeiro, Antonio H.; Sabino, Ester; Peters, Nicholas S.; Ribeiro, Antonio Luiz P.; Kramer, Daniel B.; Waks, Jonathan W.; Ng, Fu Siong
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Machine Learning of ECG Waveforms for Outcomes After Left Bundle Branch Area Pacing in Heart Failure心衰患者左束支区域起搏后结局的ECG波形机器学习
err2024-11-12
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PREAI
errBilchick, Kenneth; Bivona, Derek; Patlatzoglou, Konstantinos; Ng, Fu Siong; Ellenbogen, Kenneth; Pillai, Ajay
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Artificial intelligence-enhanced electrocardiography predicts 10-year risk of atherosclerotic cardiovascular disease
err2024-10-28
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PREAI
errZhang, H.; Sau, A.; Patlatzoglou, K.; Pastika, L.; Sieliwonczyk, E.; Gurnani, M.; Zeidaabadi, B.; Macierzanka, K.; Barker, J.; Liang, Y.; Peters, N. S.; Kramer, D. B.; Waks, J. W.; Ng, F. S.
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Artificial intelligence-enhanced electrocardiography derived body mass index as a predictor of future cardiometabolic disease
err2024-10-28
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errPastika, L.; Sau, A.; Patlatzoglou, K.; Sieliwonczyk, E.; Ribeiro, A. H.; Mcgurk, K. A.; Khan, S.; Mandic, D.; Scott, W. R.; Ware, J. S.; Peters, N. S.; Ribeiro, A. L. P.; Kramer, D.; Waks, J. W.; Ng, F. S.
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Accurate detection of dilated cardiomyopathy onset through machine learning predictions from ECG data
err2024-10-28
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PREAI
errSieliwonczyk, E.; Sau, A.; Liang, Y.; Patlatzoglou, K.; Mcgurk, K.; Jennings, E.; Bilgehan, N.; Pastika, L.; Curran, L.; Buchan, R.; Ge, J.; Kramer, D.; Waks, J.; Ng, F. S.; Ware, J.
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Sex related cardiovascular risk is non-dichotomous: artificial intelligence enhanced electrocardiography reveals continuum of risk in females
err2024-10-28
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PREAI
errSau, A.; Sieliwonczyk, E.; Patlatzoglou, K.; Pastika, L.; Mcgurk, K.; Ribeiro, A. H.; Ribeiro, A. L. P.; Ho, J. E.; Peters, N. S.; Ware, J. S.; Tayal, U.; Kramer, D. B.; Waks, J. W.; Ng, F. S.
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