Sara Colando
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Research
Linked below are some of my current and recent research projects.
Research Projects
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Analyzing Statistics Students’ Writing Before and After the Emergence of Large Language Models
Overview:
The use of Large Language Models (LLMs) has become ubiquitous in academic settings, particularly in written assignments
(Baek et al., 2024)
.
Reinhart et al. (2025)
…
Jul 1, 2025
Sara Colando, Erin Franke
Clustering Race Horse Movement Profiles to Discover Trends in Injured Horses
Overview
: 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…
Jul 1, 2023
Sara Colando, Jonathan Pipping, Kristopher Wilson
Philosophy within Data Science Ethics Courses
Overview
: 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…
May 1, 2023
Sara Colando, Jo Hardin
Implementing a Partially Bayesian Neural Network for Brain Tumor Segmentation
Overview
: Radiologists segment tumors from MRI scans to determine treatment plans such as surgical resection or radiation therapy, whereas neural networks can streamline the…
Jul 1, 2022
Claire Chu, Sara Colando, Dhruba Nandi, Xavier Serrano
Selecting ChIP-Seq Normalization Methods from the Perspective of their Technical Conditions
Overview:
Chromatin immunoprecipitation with high-throughput sequencing (ChIP-seq) provides vital insights into both the genomic location occupied by the protein of interest…
May 1, 2022
Sara Colando, Jo Hardin
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