Detecting anomalous sequences in electronic health records using higher-order tensor networks

Author:

Niu HaoranORCID,Omitaomu Olufemi A.ORCID,Langston Michael A.ORCID,Olama Mohammad,Ozmen OzgurORCID,Klasky Hilda B.,Laurio AngelaORCID,Sauer Brian,Ward Merry,Nebeker JonathanORCID

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications

Reference51 articles.

1. Anomaly detection for discrete sequences: A survey;Chandola;IEEE Trans. Knowl. Data Eng.,2010

2. Protein sequence based anomaly detection for neuro-degenerative disorders through deep learning techniques;Athilakshmi,2019

3. Anomaly detection in sequential health care data using higher-order network representation;Niu,2020

4. A clustering approach for detecting implausible observation values in electronic health records data;Estiri;BMC Med. Inform. Decis. Making,2019

5. Sequence aggregation rules for anomaly detection in computer network traffic;Radford,2018

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