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  1. No Access

    Chapter and Conference Paper

    OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder Learning

    Obsessive-compulsive disorder (OCD) is a serious mental illness that affects the overall quality of patients’ daily life. Since sparse learning can remove redundant information in resting-state functional magn...

    Peng Yang, Lili **, Chuangyong Xu, Tianfu Wang… in Graph Learning in Medical Imaging (2019)

  2. No Access

    Chapter and Conference Paper

    Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening

    The compulsive urges to perform stereotyped behaviors are typical symptoms of obsessive-compulsive disorder (OCD). OCD has certain hereditary tendencies and the direct OCD relatives (i.e., sibling (Sib)) have ...

    Chiyu Feng, Lili **, Chuangyong Xu, Peng Yang… in Predictive Intelligence in Medicine (2019)