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Update project options
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daniel-manrique committed Mar 6, 2024
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2 changes: 1 addition & 1 deletion _projects/1_project.md
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Expand Up @@ -4,7 +4,7 @@ title: Point pattern analysis (PPA) for neuroscience
description: Point pattern analysis (PPA) to examine the spatial arrangement/distribution of cells.
img: assets/img/Pointanalysis.png
importance: 2
category: Image analysis
category: Image and data analysis
---

I am exploring ways to incorporate Point patterns analysis (PPA) for the analysis of microscopy images in neuroscience. PPA allows the investigation of the spatial arrangement/distribution of cells, like neurons and neuroglia, in the healthy and disease central nervous system. Indeed, it has application in multiple biomedical fields. I perform point pattern analysis using the [spatstat](https://spatstat.org/download.html) package in R-programming language.
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2 changes: 1 addition & 1 deletion _projects/2_project.md
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Expand Up @@ -4,7 +4,7 @@ title: Topological data analysis for neuroscience
description: Topological Data Analysis (TDA) to examine topological features of point clouds.
img: assets/img/TDAimg.jpg
importance: 3
category: Image analysis
category: Image and data analysis
---

Topological data analysis (TDA) is an approach that uses algebraic topology to analyze complex data sets, including point clouds. With TDA, the user can evaluate the degree of noise, variability, and complexity, as well as identifying topological features such as holes, loops, and voids in the point clouds at different scales. This approach is based on tools like vietoris-rips complexes and persistent homology that allow to visualize complex topological structures.
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