Addressing the missing data challenge in multi-modal datasets for the diagnosis of Alzheimer’s disease
Maryamossadat Aghili, Solale Tabarestani, Malek Adjouadi
Topics & Concepts
Missing dataComputer scienceImputation (statistics)Support vector machineNeuroimagingArtificial intelligenceCognitive impairmentRandom forestBoosting (machine learning)UndersamplingMachine learningModalitiesDiseasePattern recognition (psychology)Data miningPsychologyMedicinePathologyNeuroscienceSociologySocial scienceDementia and Cognitive Impairment ResearchAlzheimer's disease research and treatmentsBrain Tumor Detection and Classification