Self-supervised Classification of Clinical Multivariate Time Series using Time Series Dynamics

Author:

Yehuda Yakir1ORCID,Freedman Daniel2ORCID,Radinsky Kira1ORCID

Affiliation:

1. Technion-Israel Institute of Technology, Haifa, Israel

2. Verily Research, Haifa, Israel

Publisher

ACM

Reference63 articles.

1. Murugavel A S and Ramakrishnan Sr inivasan. 2015. Hierarchical multi-class SVM with ELM kernel for epileptic EEG signal classification. Medical & biological engineering & computing 54 (08 2015 ). Murugavel A S and Ramakrishnan Srinivasan. 2015. Hierarchical multi-class SVM with ELM kernel for epileptic EEG signal classification. Medical & biological engineering & computing 54 (08 2015).

2. A review on distance based time series classification

3. Erick A Perez Alday , Annie Gu , Amit J Shah , Chad Robichaux , An-Kwok Ian Wong , Chengyu Liu, Feifei Liu, Ali Bahrami Rad, Andoni Elola, Salman Seyedi, et al. 2020 . Classification of 12-lead ecgs: the physionet/computing in cardiology challenge 2020. Physiological measurement 41, 12 (2020), 124003. Erick A Perez Alday, Annie Gu, Amit J Shah, Chad Robichaux, An-Kwok Ian Wong, Chengyu Liu, Feifei Liu, Ali Bahrami Rad, Andoni Elola, Salman Seyedi, et al. 2020. Classification of 12-lead ecgs: the physionet/computing in cardiology challenge 2020. Physiological measurement 41, 12 (2020), 124003.

4. Mohamad Alrahhal , Yakoub Bazi , Haikel Alhichri , Naif Alajlan , Farid Melgani , and Ronald Yager . 2016. Deep Learning Approach for Active Classification of Electrocardiogram Signals. Information Sciences 345 (02 2016 ). Mohamad Alrahhal, Yakoub Bazi, Haikel Alhichri, Naif Alajlan, Farid Melgani, and Ronald Yager. 2016. Deep Learning Approach for Active Classification of Electrocardiogram Signals. Information Sciences 345 (02 2016).

5. Zachi I Attia Suraj Kapa Francisco Lopez-Jimenez Paul M McKie Dorothy J Ladewig Gaurav Satam Patricia A Pellikka Maurice Enriquez-Sarano Peter A Noseworthy Thomas M Munger etal 2019. Screening for cardiac contractile dysfunction using an artificial intelligence-enabled electrocardiogram. Nature medicine 25 1 (2019) 70--74. Zachi I Attia Suraj Kapa Francisco Lopez-Jimenez Paul M McKie Dorothy J Ladewig Gaurav Satam Patricia A Pellikka Maurice Enriquez-Sarano Peter A Noseworthy Thomas M Munger et al. 2019. Screening for cardiac contractile dysfunction using an artificial intelligence-enabled electrocardiogram. Nature medicine 25 1 (2019) 70--74.

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