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UNSTRUCTURED Most artificial pancreas systems require a blood glucose (BG) forecasting model that captures the dynamics of the human metabolic system. Machine learning researchers train these models by optimizing for metrics such as root mean squared
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7f470b90dd4ddb6b2e4611c9e83b8b0f
https://doi.org/10.2196/preprints.45474
https://doi.org/10.2196/preprints.45474
Autor:
Osung Kwon, Wonjun Na, Heejun Kang, Tae Joon Jun, Jihoon Kweon, Gyung-Min Park, YongHyun Cho, Cinyoung Hur, Jungwoo Chae, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Soo-Jin Kang, Seung-Whan Lee, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park, Dong Hyun Yang, Young-Hak Kim
BACKGROUND Although there is a growing interest in prediction models based on electronic medical records (EMRs) to identify patients at risk of adverse cardiac events following invasive coronary treatment, robust models fully utilizing EMR data are l
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5c0cb60271e551b6af7a12593dad3d7b
https://doi.org/10.2196/preprints.26801
https://doi.org/10.2196/preprints.26801
Autor:
Osung Kwon, Wonjun Na, Heejun Kang, Tae Joon Jun, Jihoon Kweon, Gyung-Min Park, Yong Hyun Cho, Cinyoung Hur, Jungwoo Chae, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Soo-Jin Kang, Seung-Whan Lee, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park, Dong Hyun Yang, Young-Hak Kim
Publikováno v:
JMIR Medical Informatics; May2022, Vol. 10 Issue 5, p1-13, 13p
Autor:
Lee, Jaegyeong1 (AUTHOR), Lim, Jung Min2 (AUTHOR)
Publikováno v:
Journal of Medical Internet Research. Jan2022, Vol. 24 Issue 1, pN.PAG-N.PAG. 1p. 4 Charts.