Publications

Details of my publications, including peer-reviewed journals, conference papers, and abstracts, are listed on my Google Scholar

International Conference on Learning Representations (ICLR), 2022.

Projects

Deep learning methods for disentangling brain disease heterogeneity

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  • Method 1: Smile-GAN - Patient clustering based on disease-related imaging patterns
  • Method 2: Surreal-GAN - Interpretable latent representaiton that disentangle heterogeneity and severity of disease-related imaging patterns
  • Method 3: Gene-SGAN - Multi-modal disease subtyping via imaging and genetic signatures
  • Contact