- Identification of Sleep Apnea Severity Based on Deep Learning from a Short-term Normal ECG
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Urtnasan E, Park JU, Joo EY, Lee KJ
- KMID: 2509443
- J Korean Med Sci.
- 2020 Dec;35(47):e399.
- doi: 10.3346/jkms.2020.35.e399
Background: This paper proposes a novel method for automatically identifying sleep apnea (SA) severity based on deep learning from a short-term normal electrocardiography (ECG) signal. Methods: A convolutional neural network (CNN)... -
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- Concept and Proof of the Lifelog Bigdata Platform for Digital Healthcare and Precision Medicine on the Cloud
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Lee KH, Urtnasan E, Hwang S, Lee HY, Lee JH, Koh SB, Youk H
- KMID: 2524807
- Yonsei Med J.
- 2022 Jan;63(S1):84-92.
- doi: 10.3349/ymj.2022.63.S84
Purpose: We propose the Lifelog Bigdata Platform as a sustainable digital healthcare system based on individual-centric lifelog datasets and describe the standardization of lifelog and clinical data in its full-cycle... -
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