“…17 Incorporating diverse data types such as images, genomic sequences, and clinical records demands sophisticated visualization tools capable of capturing complex relationships and patterns across modalities, in which color coding and colored visualization can aid greatly. Standardization and color coding facilitate clarity and consistency in multiplex analyses, 18,19 streamlining data interpretation and enhancing reproducibility across biomedical research, thereby fostering efficient collaboration and advancing scientific understanding.…”