Published in Jounal of Biomedical Optics, 2024
Created a software for microscopic tractography in peripheral nerves. Work inspired by similar research toolkits that process diffusion MR datasets of the brain.
Published in Nature Scientific Reports, 2022
We were able to use a novel, low-cost, slide-free microscopic imaging method (MUSE) to image peripheral nerve tissues. Methods for sample preparation and imaging in 2D and 3D are discussed.
Published in IEEE Access, 2021
Are there methods for choosing which images to annotate to get good network performance? We used image clustering in the latent space of a trained autoencoder to select candidate images and test this hypothesis.
Published in Journal of Medical Imaging, 2018
Developed simple deep neural network models for the task of A-line classification in intravascular OCT imaging.