Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI)

► Semi-supervised classification may be more appropriate if diagnoses are uncertain. ► Biomarker of AD can be obtained even if diagnoses for some patients are missing. ► Application to MCI yields results consistent with existing studies.