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Image Search Results
Journal: Journal of Electrical Bioimpedance
Article Title: Electrical Impedance Characterization of in Vivo Porcine Tissue Using Machine Learning
doi: 10.2478/joeb-2021-0005
Figure Lengend Snippet: (a) Comparison of mean accuracy with standard deviations for the different machine learning classification methods, along with best performing subclass. Confusion matrix plots generated from a single 10 fold cross-validation run using the cubic support vector machine subclass with (b) stomach separated out into fundus, body, and antrum and (c) fundus, body, and antrum aggregated together as stomach prior to comparison to other tissues.
Article Snippet: The validity of utilizing impedance for tissue differentiation was evaluated using the
Techniques: Comparison, Generated, Biomarker Discovery, Plasmid Preparation
Journal: Proceedings. International Conference on Image Processing
Article Title: EARLY ASSESSMENT OF RENAL TRANSPLANTS USING BOLD-MRI: PROMISING RESULTS
doi: 10.1109/ICIP.2019.8803042
Figure Lengend Snippet: Diagnostic performance evaluation of the proposed CAD system using different machine learning classifiers provided by the MATLAB 2017 Tool Box such that Acc: accuracy, Sens: sensitivity, Spec: specificity, and AUC: area under the curve.
Article Snippet: The matrix of global features of size 15 × 4 of mean R2* values at 7, 12, 17, and 22 ms were used with a LOOCV approach to train and test 8 different classifiers provided by
Techniques: Diagnostic Assay