Big Data, Real-World Data, and Machine Learning
- 27 December 2019
- book chapter
- other
- Published by Springer Science and Business Media LLC
Abstract
No abstract availableKeywords
This publication has 94 references indexed in Scilit:
- Cutoff Finder: A Comprehensive and Straightforward Web Application Enabling Rapid Biomarker Cutoff OptimizationPLOS ONE, 2012
- Preoperative Diagnosis of Benign Thyroid Nodules with Indeterminate CytologyThe New England Journal of Medicine, 2012
- Prognostic gene signatures for patient stratification in breast cancer - accuracy, stability and interpretability of gene selection approaches using prior knowledge on protein-protein interactionsBMC Bioinformatics, 2012
- Gene selection and classification for cancer microarray data based on machine learning and similarity measuresBMC Genomics, 2011
- Optimally splitting cases for training and testing high dimensional classifiersBMC Medical Genomics, 2011
- pROC: an open-source package for R and S+ to analyze and compare ROC curvesBMC Bioinformatics, 2011
- Inference of patient-specific pathway activities from multi-dimensional cancer genomics data using PARADIGMBioinformatics, 2010
- A human functional protein interaction network and its application to cancer data analysisGenome Biology, 2010
- Feature Selection and Classification of MAQC-II Breast Cancer and Multiple Myeloma Microarray Gene Expression DataPLOS ONE, 2009
- Semi-Supervised Methods to Predict Patient Survival from Gene Expression DataPLoS Biology, 2004