Renal Lesion Classifier
Image processing software developed in collaboration with UCLA Radiology to bridge the gap between CT data and Google’s TensorFlow Inception machine learning image classifier. Produces characteristic images so lesions may be classified as malignant or benign.
Work published in Abdominal Radiology and presented at the 2018 Radiological Society of North America (RSNA) Scientific Assembly and Annual Meeting as well as the 2018 Society of Abdominal Radiology (SAR) Annual Scientific Meeting and Educational Course.
Read Origin Protocol
A computational protocol that aims to identify the origin of unmapped DNA reads from humans and mice, which may be from repeat sequences, recombinant antibodies, microbial communities, and more. Work published in Genome Biology.
Font sanitization software that protects Mozilla Firefox and Google Chrome from security threats from malformed web fonts. I added Graphite font sanitization support to this library.