Experience of Cardiovascular and Cerebrovascular Disease Surgery Patients: Sentiment Analysis Using the Korean Bidirectional Encoder Representations from Transformers (KoBERT) Model
Different patient groups experience distinct emotional and practical challenges postdischarge. Particularly, keywords within the TCM framework highlight that cerebrovascular surgery patients require robust rehabilitation and caregiver support, whereas cardiovascular surgery patients need better cost management. These findings underscore the importance of personalized transitional care strategies tailored for cardiovascular and cerebrovascular diseases. The insights derived from this study can guide health care policymakers in designing more targeted and patient-centered interventions to improve postdischarge care and patient-centered transitional care, ensuring continuous and effective postoperative management.
Authors
- Yukyung Park (ORCID: https://orcid.org/0000-0002-5727-8973)
- Heui Sug Jo (ORCID: https://orcid.org/0000-0003-0245-3583)
- Ye Jun Kim (ORCID: https://orcid.org/0009-0002-4381-7179)
- Hocheol Lee (ORCID: https://orcid.org/0000-0003-1467-8843)
- Yu Seong Hwang (ORCID: https://orcid.org/0000-0001-8934-3533)
Institutions
- Kangwon National University (KR)
- Yonsei University (KR)
- Kangwon National University Hospital (KR)
Publication Details
- Journal
- JMIR Medical Informatics
- Published
- 2025-05-30
- DOI
- https://doi.org/10.2196/65127
- Primary Topic
- Cardiac Health and Mental Health
- Type
- article
- Field-Weighted Citation Impact
- 0.00