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@TheBeastCoding

TheBeastCoding

I am a recent graduate with a masters in Computer Science. My thesis topic involved the creation of the largest glaucoma dataset in the world, the SMDG-19 dataset, which is a culmination of 19 standardized datasets. I have also created the EyePACS-AIROGS-light fundus dataset, which is an ideal benchmark for glaucoma classification models. Other notable work includes the largest glaucoma dataset catalog; which is actively maintained on github.

My work has been presented in numerous computer science conferences and medical conferences (AAO and ARVO). Sponsorships will help me continue to provide state-of-art advancements to glaucoma research.

Below are planned projects:

  • Continued support for the glaucoma dataset catalog
  • Fundus standardization algorithm
  • Dataset updates and improvements
  • Glaucoma classification algorithm advancements
  • OD/OC segmentation algorithm advancements
@TheBeastCoding

I am a restaurant busser so anything will help while I am finding my career job :)

Featured work

  1. TheBeastCoding/glaucoma-dataset-metadata

    Actively maintained and comprehensive public glaucoma dataset catalog

  2. TheBeastCoding/standardized-multichannel-dataset-glaucoma

    Standardized Multi-Channel Dataset for Glaucoma (SMDG-19) is a collection and standardization of 19 public full-fundus glaucoma images and associated metadata.

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