A two-stage modeling approach for breast cancer survivability prediction
Z Sedighi-Maman, A Mondello - International Journal of Medical Informatics, 2021 - Elsevier
Background Despite the increasing number of studies in breast cancer survival prediction,
there is little attention put toward deceased patients and their survival lengths. Moreover …
there is little attention put toward deceased patients and their survival lengths. Moreover …
An iterated Laplacian based semi-supervised dimensionality reduction for classification of breast cancer on ultrasound images
X Liu, J Shi, S Zhou, M Lu - 2014 36th Annual International …, 2014 - ieeexplore.ieee.org
The dimensionality reduction is an important step in ultrasound image based computer-
aided diagnosis (CAD) for breast cancer. A newly proposed l 2, 1 regularized correntropy …
aided diagnosis (CAD) for breast cancer. A newly proposed l 2, 1 regularized correntropy …
Ceiling improvement on breast cancer prediction accuracy using unary KNN and binary LightGBM stacked ensemble learning
The employment of data mining, granular knowledge exploration and machine learning
approaches in the medical field (several of diseases in bioinformatics) are proven to be …
approaches in the medical field (several of diseases in bioinformatics) are proven to be …
Open vs. close source decision tree algorithms: comparing performance measures of accuracy, sensitivity and specificity
Data Science research is trending due the abundance of publicly available data and open
source and close (proprietary) tools available. Currently, an abundant amount of research …
source and close (proprietary) tools available. Currently, an abundant amount of research …
Machine Learning Applied to survival prediction of elderly cancer patients: Systematic Review
TB Lacerda, A Medeiros, RB Perez… - 2020 15th Iberian …, 2020 - ieeexplore.ieee.org
Machine Learning (ML) is being successfully used in many science areas, medicine being
no exception. On the other hand, cancer is a heterogeneous disease consisting of various …
no exception. On the other hand, cancer is a heterogeneous disease consisting of various …