Tyler Coye

Active since 2015

I have an interest in the applications of image processing to medical problems. Some of my work has dealt with skin lesions and blood vessels of retinas in fundus images. I am also highly proficient in fMRI data analysis and DTI image processing.

In the past I have worked on research projects at Harvard Medical School and The University of Pennsylvania.

I have a background in medicine and mathematics.

My work has been cited in a number of journal articles and conference presentations.

I am currently a Medical Student at Temple University, Philadelphia, PA.

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Submitted

Novel Retinal Vessel Segmentation Algorithm: Fundus Images
The algorithm presented here segments retinal blood vessels with a high degree of accuracy.

4 years ago | 17 downloads |

Submitted

Shannon Edge Detector for Grayscale Images
This is an edge detector for grayscale images based on the Shannon Entropy measure for biodiversity.

7 years ago | 2 downloads |

Submitted

Novel Cellular Automaton-based Image Segmentation Algorithm
This method segments an image based on the first epoch of Conway's Game of Life, with modified rules

7 years ago | 2 downloads |

Submitted

Novel Method for Determining Symmetry of Skin Lesions using the Jaccard Index
This Script is useful in finding symmetry lines in Skin Lesions with extensions to any binary masks.

7 years ago | 2 downloads |

Submitted

Convert RGB images to Gray Scale with Principle Component Analysis
Convert RGB to Gray using the function impca(image)

7 years ago | 1 download |

Submitted

Function for Counting Colors in a Skin Lesion
This function calculates the Color (C) score for ABCD calculation of skin lesions.

7 years ago | 2 downloads |

Submitted

A Hybrid Skin Lesion Segmentation Tool: Using PCA and Iterative Canny Edge
This is an improved version of of a previous skin lesion segmentation algorithm that I developed.

7 years ago | 8 downloads |