Tyler Coye

自 2015 起处于活动状态

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

5 years 前 | 9 次下载 |

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

9 years 前 | 1 次下载 |

已提交

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

9 years 前 | 1 次下载 |

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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.

9 years 前 | 1 次下载 |

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

9 years 前 | 1 次下载 |

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

9 years 前 | 2 次下载 |

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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.

9 years 前 | 5 次下载 |