Knowledge-Assisted Deep Learning for Digital Health: Framework, Case Studies, and Future Opportunities
Abstract
This article presents a 2D framework integrating health domain knowledge with AI-driven methods to address challenges and enhance deep learning in health-care. Case studies across health applications and data modalities demonstrate practical use, and future research directions highlight key challenges and opportunities for advancing the field.
Authors: Jiangtao Wang, Claudio Angione, Annalisa Occhipinti
Published in: Computer (2026)