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Biomedical Engineering and Bioengineering

University of Wisconsin Milwaukee

Theses and Dissertations

2022

Image Segmentation

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Python-Based Analysis To Segment Bone And Soft Tissue In A Healing Callus, Roberto Lopez Aug 2022

Python-Based Analysis To Segment Bone And Soft Tissue In A Healing Callus, Roberto Lopez

Theses and Dissertations

The main objective of this study was to produce a Python script that would help facilitate the segmentation process of both bone and soft tissue. The proposed script, in tangent with ImageJ and Mimics, was successful in producing viable results when the bone and soft tissue sample was placed near hydroxyapatite (HA) phantoms during the image acquisition process. It was important to acquire both the HA phantoms and the sample within the same image sequence as the script functioned by analyzing the statistical distribution of the different HA regions to locate the most ideal thresholding ranges to determine the bone …