Trajectories of Anxiety Symptoms for COVID-19 Patients Using Multimodal Data Collected from Telemedicine

Sumi Sung; Su Hwan Kim; Youlim Kim; Mirinae You; Hannah Lee; Soojin Her; Ye Seul Bae; Eui Kyu Chie

doi:10.3233/SHTI230331

Trajectories of Anxiety Symptoms for COVID-19 Patients Using Multimodal Data Collected from Telemedicine

Sumi Sung, Su Hwan Kim, Youlim Kim, Mirinae You, Hannah Lee, Soojin Her, Ye Seul Bae, Eui Kyu Chie

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We designed and developed Remote Patient Monitoring (RPM) system specific for coronavirus (COVID-19) patients, and collected multimodal data. Using the collected data, we explored the trajectories of anxiety symptoms for 199 COVID-19 patients quarantined at home. Two classes were identified using latent class linear mixed model. Thirty-six patients showed an exacerbation of anxiety. Presence of initial psychological symptoms, pain on the start day of quarantine, and abdominal discomfort at one month after finishing the quarantine were associated with exacerbation of anxiety.

Original language	English
Title of host publication	Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023
Editors	Maria Hagglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindskold, Parisis Gallos
Publisher	IOS Press BV
Pages	1015-1016
Number of pages	2
ISBN (Electronic)	9781643683881
DOIs	https://doi.org/10.3233/SHTI230331
State	Published - 18 May 2023
Externally published	Yes
Event	33rd Medical Informatics Europe Conference: Caring is Sharing - Exploiting the Value in Data for Health and Innovation, MIE2023 - Gothenburg, Sweden Duration: 22 May 2023 → 25 May 2023

Publication series

Name	Studies in Health Technology and Informatics
Volume	302
ISSN (Print)	0926-9630
ISSN (Electronic)	1879-8365

Conference

Conference	33rd Medical Informatics Europe Conference: Caring is Sharing - Exploiting the Value in Data for Health and Innovation, MIE2023
Country/Territory	Sweden
City	Gothenburg
Period	22/05/23 → 25/05/23

Keywords

COVID-19
Telemedicine

Access to Document

10.3233/SHTI230331

Cite this

Sung, S., Hwan Kim, S., Kim, Y., You, M., Lee, H., Her, S., Bae, Y. S., & Chie, E. K. (2023). Trajectories of Anxiety Symptoms for COVID-19 Patients Using Multimodal Data Collected from Telemedicine. In M. Hagglund, M. Blusi, S. Bonacina, L. Nilsson, I. C. Madsen, S. Pelayo, A. Moen, A. Benis, L. Lindskold, & P. Gallos (Eds.), Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023 (pp. 1015-1016). (Studies in Health Technology and Informatics; Vol. 302). IOS Press BV. https://doi.org/10.3233/SHTI230331

Sung, Sumi ; Hwan Kim, Su ; Kim, Youlim et al. / Trajectories of Anxiety Symptoms for COVID-19 Patients Using Multimodal Data Collected from Telemedicine. Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. editor / Maria Hagglund ; Madeleine Blusi ; Stefano Bonacina ; Lina Nilsson ; Inge Cort Madsen ; Sylvia Pelayo ; Anne Moen ; Arriel Benis ; Lars Lindskold ; Parisis Gallos. IOS Press BV, 2023. pp. 1015-1016 (Studies in Health Technology and Informatics).

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title = "Trajectories of Anxiety Symptoms for COVID-19 Patients Using Multimodal Data Collected from Telemedicine",

abstract = "We designed and developed Remote Patient Monitoring (RPM) system specific for coronavirus (COVID-19) patients, and collected multimodal data. Using the collected data, we explored the trajectories of anxiety symptoms for 199 COVID-19 patients quarantined at home. Two classes were identified using latent class linear mixed model. Thirty-six patients showed an exacerbation of anxiety. Presence of initial psychological symptoms, pain on the start day of quarantine, and abdominal discomfort at one month after finishing the quarantine were associated with exacerbation of anxiety.",

keywords = "COVID-19, Telemedicine",

author = "Sumi Sung and \{Hwan Kim\}, Su and Youlim Kim and Mirinae You and Hannah Lee and Soojin Her and Bae, \{Ye Seul\} and Chie, \{Eui Kyu\}",

note = "Publisher Copyright: {\textcopyright} 2023 European Federation for Medical Informatics (EFMI) and IOS Press.; 33rd Medical Informatics Europe Conference: Caring is Sharing - Exploiting the Value in Data for Health and Innovation, MIE2023 ; Conference date: 22-05-2023 Through 25-05-2023",

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month = may,

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doi = "10.3233/SHTI230331",

language = "English",

series = "Studies in Health Technology and Informatics",

publisher = "IOS Press BV",

pages = "1015--1016",

editor = "Maria Hagglund and Madeleine Blusi and Stefano Bonacina and Lina Nilsson and Madsen, \{Inge Cort\} and Sylvia Pelayo and Anne Moen and Arriel Benis and Lars Lindskold and Parisis Gallos",

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Sung, S, Hwan Kim, S, Kim, Y, You, M, Lee, H, Her, S, Bae, YS & Chie, EK 2023, Trajectories of Anxiety Symptoms for COVID-19 Patients Using Multimodal Data Collected from Telemedicine. in M Hagglund, M Blusi, S Bonacina, L Nilsson, IC Madsen, S Pelayo, A Moen, A Benis, L Lindskold & P Gallos (eds), Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. Studies in Health Technology and Informatics, vol. 302, IOS Press BV, pp. 1015-1016, 33rd Medical Informatics Europe Conference: Caring is Sharing - Exploiting the Value in Data for Health and Innovation, MIE2023, Gothenburg, Sweden, 22/05/23. https://doi.org/10.3233/SHTI230331

Trajectories of Anxiety Symptoms for COVID-19 Patients Using Multimodal Data Collected from Telemedicine. / Sung, Sumi; Hwan Kim, Su; Kim, Youlim et al.
Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. ed. / Maria Hagglund; Madeleine Blusi; Stefano Bonacina; Lina Nilsson; Inge Cort Madsen; Sylvia Pelayo; Anne Moen; Arriel Benis; Lars Lindskold; Parisis Gallos. IOS Press BV, 2023. p. 1015-1016 (Studies in Health Technology and Informatics; Vol. 302).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Sung, Sumi

AU - Hwan Kim, Su

AU - Kim, Youlim

AU - You, Mirinae

AU - Lee, Hannah

AU - Her, Soojin

AU - Bae, Ye Seul

AU - Chie, Eui Kyu

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AB - We designed and developed Remote Patient Monitoring (RPM) system specific for coronavirus (COVID-19) patients, and collected multimodal data. Using the collected data, we explored the trajectories of anxiety symptoms for 199 COVID-19 patients quarantined at home. Two classes were identified using latent class linear mixed model. Thirty-six patients showed an exacerbation of anxiety. Presence of initial psychological symptoms, pain on the start day of quarantine, and abdominal discomfort at one month after finishing the quarantine were associated with exacerbation of anxiety.

KW - COVID-19

KW - Telemedicine

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EP - 1016

BT - Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023

A2 - Hagglund, Maria

A2 - Blusi, Madeleine

A2 - Bonacina, Stefano

A2 - Nilsson, Lina

A2 - Madsen, Inge Cort

A2 - Pelayo, Sylvia

A2 - Moen, Anne

A2 - Benis, Arriel

A2 - Lindskold, Lars

A2 - Gallos, Parisis

PB - IOS Press BV

T2 - 33rd Medical Informatics Europe Conference: Caring is Sharing - Exploiting the Value in Data for Health and Innovation, MIE2023

Y2 - 22 May 2023 through 25 May 2023

ER -

Sung S, Hwan Kim S, Kim Y, You M, Lee H, Her S et al. Trajectories of Anxiety Symptoms for COVID-19 Patients Using Multimodal Data Collected from Telemedicine. In Hagglund M, Blusi M, Bonacina S, Nilsson L, Madsen IC, Pelayo S, Moen A, Benis A, Lindskold L, Gallos P, editors, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023. IOS Press BV. 2023. p. 1015-1016. (Studies in Health Technology and Informatics). doi: 10.3233/SHTI230331

Trajectories of Anxiety Symptoms for COVID-19 Patients Using Multimodal Data Collected from Telemedicine

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