Publications
2016
1.
Mazo, Claudia; Trujillo, María; Alegre, Enrique; Salazar, Liliana
Automatic recognition of fundamental tissues on histology images of the human cardiovascular system Artículo de revista
En: Micron, vol. 89, pp. 1–8, 2016, (Publisher: Pergamon).
Resumen | Enlaces | BibTeX | Etiquetas: histology, machine learning, medical imaging, tissue classification
@article{mazo_automatic_2016,
title = {Automatic recognition of fundamental tissues on histology images of the human cardiovascular system},
author = {Claudia Mazo and María Trujillo and Enrique Alegre and Liliana Salazar},
url = {https://www.sciencedirect.com/science/article/pii/S0968432816301573},
year = {2016},
date = {2016-01-01},
journal = {Micron},
volume = {89},
pages = {1–8},
abstract = {This paper presents an automatic method for classifying fundamental tissues in histological images using k-means clustering. It identifies epithelial, connective, and muscle tissues with high sensitivity (0.79–0.91) and expert validation (4.82–4.85/5), supporting medical diagnosis and education.},
note = {Publisher: Pergamon},
keywords = {histology, machine learning, medical imaging, tissue classification},
pubstate = {published},
tppubtype = {article}
}
This paper presents an automatic method for classifying fundamental tissues in histological images using k-means clustering. It identifies epithelial, connective, and muscle tissues with high sensitivity (0.79–0.91) and expert validation (4.82–4.85/5), supporting medical diagnosis and education.