by Thomas Zembowicz
How to assess probability that a tumor is melanoma given positive or negative result of an ancillary test. A companion to Dermpedia Lecture: Conditional Probability For Dermatopathologists.
Calculator:
import {Runtime, Inspector} from "https://cdn.jsdelivr.net/npm/@observablehq/runtime@4/dist/runtime.js";
import define from "https://api.observablehq.com/@tzembo/bayes-theorem.js?v=3";
(new Runtime).module(define, name => {
if (name === "defs") return Inspector.into("#observablehq-a606f69e .observablehq-defs")();
if (name === "viewof sensitivity") return Inspector.into("#observablehq-a606f69e .observablehq-viewof-sensitivity")();
if (name === "viewof specificity") return Inspector.into("#observablehq-a606f69e .observablehq-viewof-specificity")();
if (name === "viewof prevalence") return Inspector.into("#observablehq-a606f69e .observablehq-viewof-prevalence")();
if (name === "eq1") return Inspector.into("#observablehq-a606f69e .observablehq-eq1")();
if (name === "eq2") return Inspector.into("#observablehq-a606f69e .observablehq-eq2")();
if (name === "viewof population") return Inspector.into("#observablehq-a606f69e .observablehq-viewof-population")();
if (name === "table") return Inspector.into("#observablehq-a606f69e .observablehq-table")();
});
Sources:
Toph Tucker, Sensitivity and Specificity (sketch)
Wayne W. LaMorte, MD, PhD, MPH (Boston Universtiy School of Public Health), "The Role of Probability: Bayes Theorem"