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J_Tamez

Jose Gerardo Tamez Pena

Recently Published

Stage C Prostate Cancer
FRESA.CAD benchmark on stagec prostate cancer data set
MPG
FRESA.CAD on Milles per Galon Dataset
White_wine_Quality
FRESA.CAD benchmarking Classification models on the White Wine Dataset
Wine Quality
Benchmarking Ordinal Algorithms using FRESA.CAD
FRESA.CAD Stage C Prostate Cancer
Use of the benchmark function for the evaluation of classification algorithms.
SUPPORT V2
VLBW and FRESA.CAD V2
ADNI TADPOLE ADAS 13
Body Fat V2
Leukemia Benchmark V2
ARCENE Benchmark V2
Lymphoma Benckmark V2
Ordinal OA KL Scores
Predicting KL Scores using quantitative JSW OAI measurements
VLBW and FRESA.CAD
Ordinal Modeling of the Low Birth Weight data set
OA KL Modeling
KL Score modeling with FRESA.CAD
Body Fat
DEXA Body Fat estimation from anthropometric measurement
SUPPORT
"Data obtained from http://biostat.mc.vanderbilt.edu/DataSets".
Prostate Benchmark
Benchmarking B:SWiMS, LASSO, SVM, RF
Leukemia Benchmark
Benchmark of classifiers and Feature Selection: B:SWiMS, LASSO, Random Forest and SVM with FeaLect
Lymphoma Benckmark
Lymphoma Benchmark with B:SWiMS, SVM, RF and SVM
Radiomics BRCA: Mammogram-based ONCOTYPE Risk prediction
Prediction of ONCOTYPE DX from Radiomics Analysis of Mammograms
Alzheimer┬┤s ADAS prediction
Predicting ADAS13 from MRI's Structural quantitative analysis
ARCENE Benchmark
FRESA.CAD┬┤s B:SWiMS approach is compared to SVM, RF and LASSO on the ARCENE data set
Colon FRESA.CAD
Colon Benchmark: BSWIMS,SVM,LASSO and RF
Wisconsin Breast Cancer Data Set
Wisconsin Breast Cancer Data Set analysis using FRESA.CAD Comparison between LASSO, Random Forest, Support Vector Machine (SVM), and the use of FeaLect for feature selection.
Sonar Data Set Analysis with FRESA.CAD
Benchmarking FRESA.CAD with the SONAR data set.
ARCENE
COLON Short
MADELON
FRESA.CAD Madelon and SVM
FRESA.CAD tutorial
Example of the use of FRESA.CAD to find and analyze models
ARCENE
FRESA:CAD on the ARCENE data set
BRCA Recurrence with Logit Models and Correlation Signatures
Risk Models of Breast Cancer Recurrence using FRESA.CAD
Breast Cancer: Lung metastases
Predicting Survival
BRCA Logit
BRCA recurrence with logistic models
Prostate Cancer FRESA:CAD
Analysis of the prostate cancer DB
Lukemia
Lymphoma FRESA.CAD
BSWIMS test on lymphoma data set
OA Outcomes Models
Prediction of KL scores and TKR using X-Ray Quantitative Image assessments Data form OAI
Adjusting Longitudinal Data: Data from the OAI
This document shows how to adjust longitudinal data to site bias and anthropometric differences
Breast Cancer Signatures
Scrip showing the use of FRESA.CAD for the creation and validation of breast cancer signatures