English

Computational pathology in renal disease: a comprehensive perspective

Image and Video Processing 2022-10-20 v1 Computer Vision and Pattern Recognition

Abstract

Computational pathology is a field that has complemented various subspecialties of diagnostic pathology over the last few years. In this article a brief analyzis the different applications in nephrology is developed. To begin, an overview of the different forms of image production is provided. To continue, the most frequent applications of computer vision models, the salient features of the different clinical applications, and the data protection considerations encountered are described. To finish the development, I delve into the interpretability of these applications, expanding in depth on the three dimensions of this area.

Cite

@article{arxiv.2210.10162,
  title  = {Computational pathology in renal disease: a comprehensive perspective},
  author = {Manuel Cossio},
  journal= {arXiv preprint arXiv:2210.10162},
  year   = {2022}
}

Comments

10 pages, 7 figures and 3 tables

R2 v1 2026-06-28T03:57:10.036Z