Early Multimodal Data Integration for Data-Driven Medical Research - A Scoping Review

• Published in: Studies in health technology and informatics Vol. 317; p. 49
• Main Authors: Gehrmann, Julia, Beyan, Oya
• Format: Journal Article
• Language: English
• Published: Netherlands 30.08.2024
• Subjects: Biomedical Research; Humans; Early Integration; Scoping Review; Multimodality; Data-Driven Medicine; Multimodal Data Integration

Data-driven medical research (DDMR) needs multimodal data (MMD) to sufficiently capture the complexity of clinical cases. Methods for early multimodal data integration (MMDI), i.e. integration of the data before performing a data analysis, vary from basic concatenation to applying Deep Learning, eac...