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A Deep Learning Approach To Screen Diabetic Retinopathy from Retinal Fundus Images.

Jupyter Notebook 51.78% Python 48.22%
deep-learning retinal-fundus-images diabetic-retinopathy ultra-wide-field uwf

diabetic-retinopathy's Introduction

Hi there ๐Ÿ‘‹

  • ๐Ÿ‘จโ€๐Ÿ’ป Iโ€™m a Postdoctoral Associate at the University of Pittsburg Medical Center (UPMC).
  • ๐ŸŒฑ My current work is to progress research in single cell spatial transcriptomic analysis; from cell segmentation, cell typing, to further downstream analysis based on the spatial location of the genes, its expression patterns, pathological insights and much more.
  • ๐ŸŒฑ Also, I develop AI algorithms, recently more focused in graph-based algorithms, to identify spatially significant and pathologically relevant gene expression patterns.
  • ๐Ÿ’ฌ Ask me about machine learning, deep learning, cloud and distributed computing, and data science.
  • โšก Fun fact: I enjoy photography ๐Ÿ“ท and you can find me at @arun91dasan on Instagram or @arun_not_arun on Twitter.
  • ๐Ÿ“„ My publications can be found in my Google Scholar profile.

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