A Multimodal Diagnostic Model for Heart Failure: Comparative Evaluation of Early and Intermediate Fusion Strategies
Fuente:
Zenodo
Gespeichert in:
| Hauptverfasser: | , , , , , , , |
|---|---|
| Format: | Recurso digital |
| Veröffentlicht: |
Zenodo
2026
|
| Online-Zugang: | |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| _version_ | 1866901676599803904 |
|---|---|
| author | Teoh, Jing Ru Khin Wee, Lai Hasikin, Khairunnisa Wong, Jeannie Hsiu Ding Ng, Wei Lin Lee, Kee Wei Kiew, Lik Voon Wu, Xiang |
| author_facet | Teoh, Jing Ru Khin Wee, Lai Hasikin, Khairunnisa Wong, Jeannie Hsiu Ding Ng, Wei Lin Lee, Kee Wei Kiew, Lik Voon Wu, Xiang |
| contents | <p>This study investigates multimodal learning for heart failure (HF) diagnosis by integrating chest X-ray images, structured clinical data, and admission notes. We systematically compare early and intermediate fusion strategies to evaluate how different feature representations affect model performance. </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19547697 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | A Multimodal Diagnostic Model for Heart Failure: Comparative Evaluation of Early and Intermediate Fusion Strategies Teoh, Jing Ru Khin Wee, Lai Hasikin, Khairunnisa Wong, Jeannie Hsiu Ding Ng, Wei Lin Lee, Kee Wei Kiew, Lik Voon Wu, Xiang <p>This study investigates multimodal learning for heart failure (HF) diagnosis by integrating chest X-ray images, structured clinical data, and admission notes. We systematically compare early and intermediate fusion strategies to evaluate how different feature representations affect model performance. </p> |
| title | A Multimodal Diagnostic Model for Heart Failure: Comparative Evaluation of Early and Intermediate Fusion Strategies |
| url | https://doi.org/10.5281/zenodo.19547697 |