Enhancing healthcare classification with hybrid multimedia data processing and deep learning TNBO FCNN approach in IoT-enabled environments

Abstract The rapid expansion of IoT-based healthcare systems has led to an explosion of multimodal patient data (e.g., voice, images, signals), raising concerns about accurate classification, real-time processing, and data security. Existing machine learning approaches often suffer from limited feat...

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Principais autores:	Leeladhar Chourasiya, Umesh Kumar Lillohre, Abhishek Kumar Pandey, Sarita Simaiya, Shimaa A. Hussien, Ehab Seif Ghith, Monish Khan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-12-01
coleção:	Scientific Reports
Assuntos:	Hybrid multimedia data processing Deep learning TNBO FCNN Healthcare classification IoT-enabled healthcare
Acesso em linha:	https://doi.org/10.1038/s41598-025-33141-0
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