Addressing the missing data challenge in multi-modal datasets for the diagnosis of Alzheimer?s disease Article

Aghili, Maryamossadat, Tabarestani, Solale, Adjouadi, Malek. (2022). Addressing the missing data challenge in multi-modal datasets for the diagnosis of Alzheimer?s disease . JOURNAL OF NEUROSCIENCE METHODS, 375 10.1016/j.jneumeth.2022.109582

Open Access

keywords

  • ADNI data
  • Alzheimer ?s Disease
  • Biochemical Research Methods
  • Biochemistry & Molecular Biology
  • Gradient Boosting (GB)
  • Life Sciences & Biomedicine
  • Multiclass classification
  • Multimodal data
  • Neurosciences
  • Neurosciences & Neurology
  • Random Forest (RF)
  • SVD Impute
  • Science & Technology
  • Soft Impute
  • Support Vector Machine (SVM)
  • Weighted K-nearest neighbors (KNN impute)

Digital Object Identifier (DOI)

publisher

  • ELSEVIER

volume

  • 375