V
Victor García Garduño
Researcher at National Autonomous University of Mexico
Publications - 4
Citations - 5
Victor García Garduño is an academic researcher from National Autonomous University of Mexico. The author has contributed to research in topics: Broadcasting (networking) & Support vector machine. The author has an hindex of 1, co-authored 3 publications receiving 2 citations.
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Morphological Estimation of Cellularity on Neo-Adjuvant Treated Breast Cancer Histological Images.
Mauricio Alberto Ortega-Ruiz,Mauricio Alberto Ortega-Ruiz,Cefa Karabağ,Victor García Garduño,Constantino Carlos Reyes-Aldasoro +4 more
TL;DR: An automated TC assessment that was implemented and trained with only selected key parameters improved the results reported over other ML methodologies and it was very close to deep learning methodologies, encouraging, as a traditionally-trained ML algorithm can be useful when limited training data are available preventing the use of deep learning approaches.
Posted ContentDOI
Morphological estimation of Cellularity on Neo-adjuvant treated breast cancer histological images
Mauricio Alberto Ortega-Ruiz,Mauricio Alberto Ortega-Ruiz,Cefa Karabağ,Victor García Garduño,Constantino Carlos Reyes-Aldasoro +4 more
TL;DR: A methodology that extracts morphological features from histological breast cancer images stained for Hematoxilyn and Eosin using traditional computer vision methods and linear regression methods to determine strongest correlation between the parameters and the cancer cellularity.
Posted ContentDOI
Estimation of cellularity in tumours treated with Neoadjuvant therapy: A comparison of Machine Learning algorithms
Mauricio Alberto Ortega-Ruiz,Mauricio Alberto Ortega-Ruiz,Cefa Karabağ,Victor García Garduño,Constantino Carlos Reyes-Aldasoro +4 more
TL;DR: The method proposed computes TC by using machine learning techniques trained with information on morphological parameters of segmented nuclei in order to classify regions of the image as tumour or normal, and the best result was obtained with Support Vector Machines.
Journal ArticleDOI
An Integral Emergency Alert System for Mexico
Elizabet De Armas Sardiñas,José María Matías Maruri,Victor García Garduño,Andrés Cornejo Gaibor +3 more
TL;DR: In this paper , the characteristics of the existing emergency alert systems in Mexico are evaluated and a new integral emergency alert system covering all the country is proposed, where the coverage of radio and television is studied in order to know whether it is enough to cover all the countries.