GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis

14 Jun 2019Changhee HanLeonardo RundoKohei MuraoZoltán Ádám MilacskiKazuki UmemotoEvis SalaHideki NakayamaShin'ichi Satoh

Unsupervised learning can discover various unseen diseases, relying on large-scale unannotated medical images of healthy subjects. Towards this, unsupervised methods reconstruct a single medical image to detect outliers either in the learned feature space or from high reconstruction loss... (read more)

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