
World Animal Day exists to raise the status of animals and improve welfare standards around the globe.
It’s a day of celebration for animal lovers everywhere.
This paper reviews the integration of diverse medical data types to enhance personalized healthcare, proposing a unified framework that aligns with the DIKW hierarchy and supports advances across predictive, preventive, personalized, and participatory medicine. It aims to guide researchers and practitioners in harnessing multimodal fusion to transform patient care.


