Non-invasive hemoglobin estimation with outcome prediction via deep learning analysis of ECG-derived cardiac micro-dynamics
The ECG-Hb DLM offers strong diagnostic and prognostic potential for anemia and cardiovascular risks, making it a valuable, non-invasive screening tool in low-resource settings.
Authors
- Chung‐Chi Yang (ORCID: https://orcid.org/0009-0000-8271-2885)
- Wei–Ting Liu (ORCID: https://orcid.org/0000-0001-8669-0310)
- Yung‐Jen Chuang (ORCID: https://orcid.org/0000-0002-6022-0107)
- Zih‐Yin Lai (ORCID: https://orcid.org/0000-0002-2694-9834)
- Chin Lin
- Chin-Sheng Lin
Institutions
- National Tsing Hua University (TW)
- Taoyuan Armed Forces General Hospital (TW)
- National Defense Medical Center (TW)
Publication Details
- Journal
- Internal and Emergency Medicine
- Published
- 2025-12-02
- DOI
- https://doi.org/10.1007/s11739-025-04209-6
- Primary Topic
- ECG Monitoring and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00