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  • Seattle, WA, USA
  • 13:04 (UTC -07:00)

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  1. abide-connectome-asd abide-connectome-asd Public

    Graph-based classification of Autism Spectrum Disorder from resting-state fMRI functional connectivity data (ABIDE dataset, n=303)

    Python 1

  2. neural-signal-processing-classification neural-signal-processing-classification Public

    Linear Discriminant Analysis classifier for decoding 8-direction reaching movements from motor cortex ensemble activity. Achieved 91% peak classification accuracy.

    MATLAB

  3. continuous-neural-decoding continuous-neural-decoding Public

    Wiener and Kalman filtering frameworks for continuous hand velocity prediction from motor cortex activity. Achieved R² > 0.7 through state-space modeling.

    MATLAB

  4. realtime-emg-neural-interface realtime-emg-neural-interface Public

    Closed-loop brain-machine interface using surface EMG and Kalman filter decoder. Achieved 10Hz real-time control with human subjects experimentation.

    MATLAB

  5. cancer-classification-ml cancer-classification-ml Public

    Decision tree classifier for distinguishing Acute Lymphocytic Leukemia (ALL) from Acute Myeloid Leukemia (AML) using gene expression data. Achieved 98.2% training accuracy and 93.3% test accuracy.

    Jupyter Notebook

  6. scz-dlpfc-analysis scz-dlpfc-analysis Public

    Unsupervised clustering and differential expression of GABAergic interneuron markers in postmortem DLPFC: schizophrenia vs. control (GSE53987)

    Python