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sundelinustc/README.md

I am a scientist professional at using machine learning, statistical models, and network-graph analytics through Matlab, R, and Python software to dig out the brain structural and functional mechanisms of human behaviors in huge MEGA datasets such as tens of thousands of brain voxels per person in thousands of persons including clinical patients with mental disorders (e.g., Alzheimer's Disease, AD; Depression; Post-Traumatic Stress Disorder, PTSD; Smoking; Internet Addiction).

I have published over 30 academic journal articles, e.g., EBioMedicine (IF=11.1), Depression and Anxiety (IF=7.4), Translational Psychiatry (IF=6.8), Neuroimage (IF=5.7), The Journal of Neuroscience (IF=5.3), Human Brain Mapping (IF=4.8), Neurobiology of Aging (IF=4.2), and Cerebral Cortex (IF=3.7), 2 book chapters and more than 30 conference speeches/posters. My work was cited > 1,300 times (h-index: 20, i10-index: 30; Google Scholar; ResearchGate; LinkedIn).

I am also a guest associate editor for 3 journals and a review editor for 5 journals. Moreover, I have edited and reviewed more than 200 articles including those targeting top academic journals such as the American Journal of Psychiatry (IF=18.112) and Nature Communications (IF=14.919).

Popular repositories Loading

  1. ENIGMA_PTSD_MDD ENIGMA_PTSD_MDD Public

    Meta- and Mega-Analyses for ENIGMA PTSD MDD Neuroimaging Data

    Python 3

  2. HYDRA HYDRA Public

    Non-linear learning algorithm termed HYDRA (Heterogeneity through Discriminative Analysis) to do binary classification and subtype identification simultaneously.

    HTML 2 1

  3. Predator_PTSD Predator_PTSD Public

    An fMRI study to investigate how unpredictable threat during goal pursuit impacts fronto-limbic activity and functional connectivity in posttraumatic stress disorder (PTSD).

    MATLAB 2 1

  4. Structural_Covariance_Network_TopN Structural_Covariance_Network_TopN Public

    Top-n regions showing disease-related cortical changes covary in cortical thickness as a network.

    MATLAB 2 3

  5. IBMMA IBMMA Public

    Image-Based Meta- & Mega-Analysis (IBMMA)

    Python 2

  6. SDL_Neuroimaging-Tools SDL_Neuroimaging-Tools Public

    A set of Matlab, Python, R functions to facilitate neuroimaging analyses and results display

    HTML 1