دانلود کتاب Extended Abstracts Fall 2015: Biomedical Big Data; Statistics for Low Dose Radiation Research

فهرست مطالب :

Front Matter....Pages i-vii
Front Matter....Pages 1-2
Extreme Observations in Biomedical Data....Pages 3-8
An Ordinal Joint Model for Breast Cancer....Pages 9-13
Sample Size Impact on the Categorisation of Continuous Variables in Clinical Prediction....Pages 15-20
Integrative Analysis of Transcriptomics and Proteomics Data for the Characterization of Brain Tissue After Ischemic Stroke....Pages 21-27
Applying INAR-Hidden Markov Chains in the Analysis of Under-Reported Data....Pages 29-34
Joint Modelling for Flexible Multivariate Longitudinal and Survival Data: Application in Orthotopic Liver Transplantation....Pages 35-40
A Multi-state Model for the Progression to Osteopenia and Osteoporosis Among HIV-Infected Patients....Pages 41-45
Statistical Challenges for Human Microbiome Analysis....Pages 47-51
Integrative Analysis to Select Genes Regulated by Methylation in a Cancer Colon Study....Pages 53-57
Topological Pathway Enrichment Analysis of Gene Expression in High Grade Serous Ovarian Cancer Reveals Tumor-Stoma Cross-Talk....Pages 59-63
Front Matter....Pages 65-66
Biological Dosimetry, Statistical Challenges: Biological Dosimetry After High-Dose Exposures to Ionizing Radiation....Pages 67-70
Heterogeneous Correlation of Multi-level Omics Data for the Consideration of Inter-tumoural Heterogeneity....Pages 71-75
Overview of Topics Related to Model Selection for Regression....Pages 77-82
Understanding Plaque Overlap Is Essential for Modelling Radiation Induced Atherosclerosis....Pages 83-87
On the Use of Random Effect Models for Radiation Biodosimetry....Pages 89-94
Modelling of the Radiation Carcinogenesis: The Analytic and Stochastic Approaches....Pages 95-101
Bayesian Solutions to Biodosimetry Count Data Problems and Supporting Software....Pages 103-107
Empirical Assessment of Gene Expression Biomarkers for Radiation Exposure....Pages 109-113
Poisson-Weighted Estimation by Discrete Kernel with Application to Radiation Biodosimetry....Pages 115-120
R Implementation of the Excess Relative Rate Model: Applications to Radiation Epidemiology....Pages 121-126
Front Matter....Pages 65-66
Uncertainty Considerations Following a Mechanistic Analysis of Lung Cancer Mortality....Pages 127-131