Research Articles
Stability Selection: A Robust Defense Against Overfitting in Discriminatory Biomarker Models
This article addresses the critical challenge of overfitting in predictive models for biomedical and drug discovery applications.
Bayesian Reasoning in Forensic Science: Navigating Evidence Uncertainty from Theory to Practice
This article provides a comprehensive examination of Bayesian reasoning as a framework for addressing uncertainty in forensic evidence.
Simpson's Diversity Index: A Complete Guide for Robust Method Comparison in Biomedical Research
This article provides a comprehensive guide for researchers and drug development professionals on applying Simpson's Diversity Index for robust method comparison.
Transposing the Conditional: A Forensic Fallacy and Its Critical Implications for Scientific Evidence
This article provides a comprehensive analysis of the 'transposing the conditional' fallacy, a critical reasoning error prevalent in the interpretation of forensic and scientific evidence.
FTIR Spectroscopy in Fiber and Paint Analysis: Advanced Methodologies for Research and Diagnostic Applications
This article explores the transformative role of Fourier Transform Infrared (FTIR) spectroscopy in the precise characterization of fibers and paints, with significant implications for biomedical, forensic, and materials science research.
CNN vs. DenseNet for Cerebral Hemorrhage Detection: A Comparative Performance and Implementation Analysis
This article provides a comprehensive evaluation of Convolutional Neural Networks (CNNs) and DenseNet architectures for automated intracranial hemorrhage (ICH) detection on non-contrast CT scans.
DIP vs. STR Markers in Forensic Science: A Comprehensive Analysis for Advanced DNA Profiling
This article provides a comparative analysis of Deletion/Insertion Polymorphism (DIP) panels and Short Tandem Repeat (STR) markers for forensic genetic applications.
Logistic-Regression Calibration for Forensic Text Comparison: A Data-Driven Framework for Validating Likelihood Ratios
This article provides a comprehensive guide for researchers and forensic professionals on the application of logistic-regression calibration in forensic text comparison (FTC).
Advancing Forensic DNA Mixture Analysis: Protocols, Probabilistic Genotyping, and Emerging Technologies
This article provides a comprehensive overview of modern protocols for forensic DNA mixture analysis, tailored for researchers, scientists, and drug development professionals.
Forensic Validation Principles: Ensuring Scientific Rigor from Crime Lab to Courtroom
This article provides a comprehensive analysis of the principles and applications of validation in forensic science, tailored for researchers and scientific professionals.