Using voice recognition and machine learning techniques for detecting patient‐reported outcomes from conversational voice in palliative care patients
Although further improvements are necessary to enhance our model's performance, this study provides valuable insights into voice recognition and machine learning in clinical settings. We expect our findings will reduce the burden of recording PROMs on healthcare providers, increasing the wider use of PROMs.
Authors
- Mitsunori Miyashita (ORCID: https://orcid.org/0000-0002-7637-0409)
- Kento Masukawa (ORCID: https://orcid.org/0000-0002-5993-0822)
- Hideyuki Hirayama (ORCID: https://orcid.org/0009-0005-7914-5126)
- Lei Dong
- X. Zheng
Institutions
- Tohoku University (JP)
Publication Details
- Journal
- Japan Journal of Nursing Science
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1111/jjns.12644
- Citations
- 3
- Primary Topic
- Palliative Care and End-of-Life Issues
- Type
- article
- Field-Weighted Citation Impact
- 5.64
Funders
- Japan Society for the Promotion of Science