Structure-constrained combination-based nonlinear association analysis between incomplete multimodal imaging and genetic data for biomarker detection of neurodegenerative diseases
Xiumei Chen, Tao Wang, Haoran Lai, Xiaoling Zhang, Qianjin Feng, Meiyan Huang
Topics & Concepts
Computer scienceArtificial intelligenceImaging geneticsExploitNeuroimagingMissing dataBiomarkerData setBiomarker discoveryMedical imagingData miningMachine learningPattern recognition (psychology)MedicineBiologyGeneticsGenePsychiatryProteomicsComputer securityBioinformatics and Genomic NetworksGene expression and cancer classificationAlzheimer's disease research and treatments