A hybrid method for fusion cardiac biomarkers and echocardiography videos in the experimental classification of Trypanosoma cruzi infection
We presented a hybrid method for fusion cardiac biomarkers and ECHO video using late multimodal fusion (ML + DL). This work has the potential to assist in the diagnosis and monitoring of T. cruzi infection by providing an automated tool capable of accurately identifying patients with CD.
Authors
- Nidiyare Hevia‐Montiel (ORCID: https://orcid.org/0000-0003-4238-7496)
- Jorge Pérez-González (ORCID: https://orcid.org/0000-0002-4069-4268)
- Blanca Vázquez (ORCID: https://orcid.org/0000-0001-7708-8424)
Institutions
- Autonomous University of Yucatán (MX)
- Universidad Nacional Autónoma de México (MX)
Publication Details
- Journal
- BioMedical Engineering OnLine
- Published
- 2025-09-29
- DOI
- https://doi.org/10.1186/s12938-025-01446-w
- Citations
- 1
- Primary Topic
- Trypanosoma species research and implications
- Type
- article
- Field-Weighted Citation Impact
- 1.35
Funders
- Universidad Autónoma de Baja California