[Translate to English:] MRT: Aufnahmen eines menschlichen Gehirns.

[Translate to English:] © pexels / Cottonbro

Artificial intelligence in pathology: From prototype to product

EMPAIA publishes guide on translating AI solutions into commercial products.

Modern image analysis techniques based on artificial intelligence (AI) have great potential to improve the quality and efficiency of diagnostic procedures in pathology and to detect novel biomarkers. Despite thousands of published research papers on applications of AI in pathology, hardly any research implementations have matured into commercial products for routine use. Bringing an AI solution for pathology to market presents significant technological, business and regulatory challenges.
This paper provides a comprehensive overview and advice on how to address these challenges. It outlines how research prototypes can be transformed into a product-ready state and integrated into the IT infrastructure of clinical laboratories. Furthermore, business models for profitable AI solutions and reimbursement opportunities for computer assistance in pathology are discussed. In addition, it explains how to obtain regulatory approval so that AI solutions can be introduced as in vitro diagnostics. Thus, this paper provides informaticians, software companies and pathologists with a roadmap for turning prototype AI solutions into commercial products.

Click here to read the article: AI in pathology

Artificial intelligence

This news might also be of interest

News  –  14 May 2024 Berlin Blockchain Week 2024
News  –  06 Mar 2024 i-ways Innovation Award
News  –  16 Feb 2024 Deep Tech Award 2024 - Apply now!
News  –  18 Jan 2024 Berlin Creative Tech Summit 2023
News  –  19 Dec 2022 ResKriVer Project
News  –  01 Dec 2022 Horizon Europe Calls 2023
News  –  21 Mar 2022 Forum "EU Clusters Support Ukraine"
News  –  20 Jan 2022 Hit the Ground Running in Berlin
[Translate to English:]
News  –  22 Oct 2021 MR4B in the implementation phase
[Translate to English:] Studierende in einer Werkstatt
News  –  27 Jul 2021 Success at AI competition
[Translate to English:] Merantix Gründer: Zwei Männer sitzen auf einer Treppe.
News  –  09 Jul 2021 A visit to the AI Campus
[Translate to English:] © SenWEB
News  –  05 Nov 2020 Digital strategy: Berlin thinks digital
News  –  28 Oct 2020 MR4B | Viewed through the glasses
Glühbirne vor einer beschriebenen Tafel zum Thema Innovationsstrategie
News  –  05 Feb 2020 Innovation strategy