Sara Colando
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Research
Linked below are some of my current and recent research projects.
Research Projects
Selecting ChIP-Seq Normalization Methods from the Perspective of their Technical Conditions
Within the last two decades, high throughput sequencing has become one of the most popular methods for data generation within genomics, epigenomics, and transcriptomics. A…
May 1, 2022
Sara Colando, Jo Hardin
Implementing a Partially Bayesian Neural Network for Brain Tumor Segmentation
Radiologists segment tumors from MRI scans to determine treatment plans such as surgical resection or radiation therapy, wheras neural networks can streamline the…
Jul 1, 2022
Claire Chu, Sara Colando, Dhruba Nandi, Xavier Serrano
Philosophy within Data Science Ethics Courses
There is wide agreement that ethical considerations are a valuable aspect of a data science curriculum, and to that end, many data science programs offer courses in data…
May 1, 2023
Sara Colando, Jo Hardin
Clustering Race Horse Movement Profiles to Discover Trends in Injured Horses
Between 2009 and 2021, over 7,200 horses died or were euthanized due to racing-related injuries. Using horse profile data and horse tracking data from the NYRA, we hoped to…
Jul 1, 2023
Sara Colando, Jonathan Pipping, Kristopher Wilson
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