Neuroscience

All content related to Neuroscience on my website. Original research/software have an emoji next to it. A full list of topics is also available.

  1. 📝 Accurate and efficient data-driven psychiatric assessment using machine learning

    Kseniia Konishcheva, Bennett Leventhal, Maki Koyama, Sambit Panda, Joshua T. Vogelstein, Michael Milham, Ariel Lindner*, Arno Klein*
    PsyArXiv, 2024

    Provides a tool for creating a machine learning based scientific assessment using data from the Healthy Brain Network (HBN).

  2. 📄 FiPhA: an open-source platform for fiber photometry analysis

    Matthew F. Bridge, Leslie R. Wilson, Sambit Panda, Korey D. Stevanovic, Ayland C. Letsinger, Sandra McBride, Jesse D. Cushman
    Neurophotonics, 2024

    Introduces FiPhA, a R package for performing fiber photometry analysis.

  3. 📄 Partial or Complete Loss of Norepinephrine Differentially Alters Contextual Fear and Catecholamine Release Dynamics in Hippocampal CA1

    Leslie R. Wilson*, Nicholas W. Plummer*, Irina Y. Evsyukova, Daniela Patino, Casey L. Stewart, Kathleen G. Smith, Kathryn S. Konrad, Sydney A. Fry, Alex L. Deal, Victor W. Kilonzo, Sambit Panda, Natale R. Sciolino, Jesse D. Cushman, Patricia Jensen
    Biological Psychiatry: Global Open Science, 2024

    Investigates the role of norepinephrine (NE), a neurotransmitter, in fear and NE release changes with genotype, sex, etc.

  4. 🔬 FiPhA

    A robust and user-friendly package for fiber photometry analysis. I helped open-source this project; I also wrote a paper about it.

  5. 📁 Elucidating Relationships within Neurological Screening Batteries via Random Forest-Based Hypothesis Testing

    Sambit Panda, Leslie R. Wilson, Jariatu Stallone, Dalisa Kendricks, Korey Stevanovic, Jesse D. Cushman
    2023

    Applies a random forest based hypothesis test (specifically KMERF) to evaluate the effectiveness of a neurological screening test for mice.

  6. 📄 Selective and Mechanically Robust Sensors for Electrochemical Measurements of Real-Time Hydrogen Peroxide Dynamics in Vivo

    Leslie R. Wilson, Sambit Panda, Andreas C. Schmidt, Leslie A. Sombers
    Analytical Chemistry, 2018

    Developed a sensor that can be used to monitor real-time dynamics of hydrogen peroxide in the brain; we used it to investigate Parkinson’s disease.