Tyler Coye

Actif depuis 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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A soumis

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

environ 4 ans il y a | 26 téléchargements |

A soumis

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

presque 8 ans il y a | 1 téléchargement |

A soumis

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

environ 8 ans il y a | 3 téléchargements |

A soumis

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.

environ 8 ans il y a | 4 téléchargements |

A soumis

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

environ 8 ans il y a | 1 téléchargement |

A soumis

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

environ 8 ans il y a | 3 téléchargements |

A soumis

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.

environ 8 ans il y a | 10 téléchargements |