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Florian Odi Stummer

15 results in Authors: Florian Odi Stummer

Computer Science

Working Paper

Algorithmic Time Rationing: The New Inverse Care Law

Florian Odi Stummer

Version 1 posted 23 May 2026

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Computer Science

Working Paper

The Cost of Ontological Drift: A Health-Economic Analysis of How Coding Distortion Propagates Through Clinical AI Systems

Florian Odi Stummer

Version 1 posted 08 April 2026

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Computer Science

Working Paper

Cascade Amplification in Administrative AI Pipelines: When Feedback Loops Turn Additive Errors into System Failures

Florian Odi Stummer

Version 1 posted 14 April 2026

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Computer Science

Working Paper

The Pipeline Gap: Why the EU AI Act, the Product Liability Directive and the Medical Device Regulation Do Not Reach Multi-Tool Clinical-AI Pipelines

Florian Odi Stummer, Thomas Frese

Version 1 posted 17 August 2026

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Computer Science

Working Paper

Artificial Epidemiology: How self-evolving clinical AI manufactures disease prevalence from administrative coding artifacts

Florian Odi Stummer

Version 1 posted 02 April 2026

129

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Computer Science

Working Paper

The LOOSE-Rescue Paradox: How Standard Clinical-AI Adjunctness Scoring Mechanically Rescues Documented Complexity on 697,021 Synthetic Encounters

Florian Odi Stummer

Version 1 posted 01 June 2026

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Computer Science

Working Paper

Invisible and Immortal: The Dead in Clinical-AI Data

Florian Odi Stummer

Version 1 posted 05 June 2026

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Computer Science

Working Paper

Red-Teaming the Feedback Loop: Adversarial Cascade Simulation in Synthetic Primary Care

Florian Odi Stummer

Version 1 posted 20 May 2026

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Computer Science

Working Paper

Representation Format Effects on Small Language Model Diagnostic Fidelity in Primary Care Pipelines: A Three-Arm Paired Simulation Protocol with a Flat, FHIR, and openEHR Illustration

Florian Odi Stummer

Version 1 posted 14 April 2026

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Computer Science

Working Paper

Adversarial Ontology: A Threat Taxonomy for AI-Mediated Clinical Classification

Florian Odi Stummer

Version 1 posted 14 April 2026

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15 results in Florian Odi Stummer in Authors: Florian Odi Stummer

Algorithmic Time Rationing: The New Inverse Care Law

The Cost of Ontological Drift: A Health-Economic Analysis of How Coding Distortion Propagates Through Clinical AI Systems

Cascade Amplification in Administrative AI Pipelines: When Feedback Loops Turn Additive Errors into System Failures

The Pipeline Gap: Why the EU AI Act, the Product Liability Directive and the Medical Device Regulation Do Not Reach Multi-Tool Clinical-AI Pipelines

Artificial Epidemiology: How self-evolving clinical AI manufactures disease prevalence from administrative coding artifacts

The LOOSE-Rescue Paradox: How Standard Clinical-AI Adjunctness Scoring Mechanically Rescues Documented Complexity on 697,021 Synthetic Encounters

Invisible and Immortal: The Dead in Clinical-AI Data

Red-Teaming the Feedback Loop: Adversarial Cascade Simulation in Synthetic Primary Care

Representation Format Effects on Small Language Model Diagnostic Fidelity in Primary Care Pipelines: A Three-Arm Paired Simulation Protocol with a Flat, FHIR, and openEHR Illustration

Adversarial Ontology: A Threat Taxonomy for AI-Mediated Clinical Classification

15 results in Authors: Florian Odi Stummer