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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
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Updated: Nov 5, 2025

Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System

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Published on: July 11, 2025

Artificial Intelligence in Pathology: From Prototype to Product.

André Homeyer¹, Johannes Lotz¹, Lars Ole Schwen¹

¹Fraunhofer MEVIS, Bremen, Germany.

Journal of Pathology Informatics

|May 20, 2021

Summary

This summary is machine-generated.

Commercializing artificial intelligence (AI) in pathology requires overcoming technological, business, and regulatory hurdles. This paper provides a roadmap for transforming AI research prototypes into viable diagnostic products for routine clinical use.

Failed At:

2026-06-19T13:39:02.341917+00:00

Keywords:

Artificial intelligence business model image analysis integration pathology regulatory approval reimbursement technology readiness

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