S Huang, N Cai, PP Pacheco… - Cancer genomics & …, 2018 - cgp.iiarjournals.org
… to almost 30% in robustness of the selected biomarkers, along with an improvement of about 15% … supportvectormachine (netSVM) for identifying biologically network biomarkers using …
… cancer is, therefore, vital to its effective and individualized clinical care. The supportvector machine (SVM) is a rising machine … of pathway-based biomarkers as features in the diagnosis …
W Guan, M Zhou, CY Hampton, BB Benigno… - BMC …, 2009 - Springer
… The majority of ovarian cancerbiomarker discovery efforts focus on the identification of proteins that can improve the predictive power of presently available diagnostic tests. We here …
M Han, J Dai, Y Zhang, Q Lin, M Jiang… - Oncology …, 2012 - spandidos-publications.com
… of new cancerbiomarkers and are taking our technology for early diagnosis of cancer diseases to a new … The goal was to identify potential serum biomarkers that influence resistance to …
Y Mao, X Zhao, S Wang, Y Cheng - Analytica chimica acta, 2007 - Elsevier
… Considering that biomarkers are usually only a small fraction of all features, and the total feature number is not very large in our work, supportvectormachine combined with partial …
B Lanza, D Parashar - Archives of proteomics and bioinformatics, 2021 - ncbi.nlm.nih.gov
… ‘SupportVectors’ are the data points which lie closest to the optimal hyperplane and lie … SupportVectorMachine), these points are denoted on Figure 2 in boxes. The supportvectors are …
NY Moteghaed, K Maghooli… - Journal of medical signals …, 2018 - ncbi.nlm.nih.gov
… algorithms for gene selection and a fuzzy supportvectormachine (SVM) as the classifier. … develop a set of rules for each type of cancer. This improved the abilities of the algorithm by …
XJ Fan, XB Wan, Y Huang, HM Cai, XH Fu… - … journal of cancer, 2012 - nature.com
… RLNM) status in rectal cancer (RC). Here, we designed supportvectormachine (SVM) model … mesenchymal-transition (EMT)-related biomarkers along with clinicopathological variables. …