Understanding Consistency Tests for Diagnostic Trials

Understanding Consistency Tests for Diagnostic Trials

When it comes to diagnostic trials, they are widely applied: to evaluate whether the results of two methods or instruments are consistent, we need diagnostic trials; to see if two doctors diagnose the same group of patients consistently, diagnostic trials are necessary; to assess the consistency of diagnostic results for the same group of patients … Read more

Understanding Common Statistical Indicators: ICC, Kappa, AUC

Understanding Common Statistical Indicators: ICC, Kappa, AUC

Professor Patrick Schober from the Department of Anesthesiology at Amsterdam University Medical Center published a paper titled “Statistics From A (Agreement) to Z (z Score): A Guide to Interpreting Common Measures of Association, Agreement, Diagnostic Accuracy, Effect Size, Heterogeneity, and Reliability in Medical Research”, which introduces the thresholds for various common statistical indicators and suggests … Read more

Chip Manufacturing: FEOL, MEOL, and BEOL (Part 2)

Chip Manufacturing: FEOL, MEOL, and BEOL (Part 2)

The front-end of line (FEOL), middle-end of line (MEOL), and back-end of line (BEOL) processes in chip manufacturing form a highly coordinated technological chain. These three stages precisely interact through physical structures, material interfaces, and electrical characteristics, ultimately determining the three core metrics of chip performance: Power, Performance, and Area (PPA). The front-end defines the … Read more