Roopalal Anandan, Wendy M Cross, Michael Olasoji
Mental health nurses' empathy experiences towards consumers with dual diagnosis: A thematic analysis
Journal of psychiatric and mental health nursing
multimodal integration combines information different sources modalities gain comprehensive understanding phenomenon challenges multiomics data analysis lie complexity high dimensionality heterogeneity data demands sophisticated computational tools visualization methods proper interpretation visualization multiomics data paper propose novel method termed orthogonal multimodality integration clustering omic analyzing citeseq approach enables researchers integrate multiple sources information accounting dependence among demonstrate effectiveness approach using citeseq data sets cell clustering results show approach outperforms existing methods terms accuracy computational efficiency interpretability conclude proposed omic method provides powerful tool multimodal data analysis greatly improves feasibility reliability integrated data