Theorems on the Prevalence Threshold and the Geometry of Screening Curves

Language: English

Published by Springer Nature Switzerland, Springer Nov 2025, 2025

3031714547 / 9783031714542

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This item is printed on demand - Print on Demand Titel. Neuware -In Theorems on the Prevalence Threshold and the Geometry of Screening Curves, the author explores the mathematical underpinnings of screening and diagnostic testing, offering a unique and novel perspective which employs classical differential geometry and Bayesian theory to elucidate critical aspects of clinical decision-making. Taking the reader on a mathematical journey which bridges these seemingly unrelated worlds, the author presents a quantifiable framework on clinical judgement by introducing the 'prevalence threshold' - a novel statistical parameter derived from Bayesian principles by means of the study of the geometry of screening curves. As the prevalence threshold demarcates the pretest probability level beyond which additional information ceases to significantly enhance the yield and reliability of a clinical assessment, it may serve as a benchmark for confidence in clinical decision-making. Given the theorems herein described, readers will find comprehensive analyses and insightful explorations of how these geometric concepts apply to real-world diagnostic scenarios, allowing the clinician to navigate clinical care more effectively at both the individual and public health levels.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 332 pp. Englisch.…

Seller Inventory # 9783031714542

Title
Theorems on the Prevalence Threshold and the Geometry of Screening Curves
Author
Jacques Balayla
Publisher
Springer Nature Switzerland, Springer Nov 2025
Publication year
2025
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031714547
ISBN 13
9783031714542
Item weight
701 grams
Dimensions
254x178x17 mm

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