Medicine, healthcare and the AI act: gaps, challenges and future implications

The European Union's Artificial Intelligence Act (AI Act), published in July 2024, is a pioneering horizontal regulatory framework aimed at ensuring the ethical and safe integration of AI technologies across sectors, including healthcare. While it offers the potential to improve patient care and drive innovation, it also presents challenges for healthcare providers, such as identifying high-risk applications, ensuring transparency in algorithms, and mitigating data bias. However, there are several challenges in its implementation. These include unclear guidance for certain technologies, the need to ensure fairness for diverse patient populations, effective monitoring of AI performance after deployment, and clarifying responsibility in cases of errors. Additionally, varying levels of resources among EU countries may lead to inconsistent implementation of the regulations. This article explores the core elements of the AI Act and its relevance to cardiology and identifies key gaps and unanswered questions that need to be addressed to effectively advance AI-driven medical practices.

Authors

Institutions

Publication Details

Journal
European Heart Journal - Digital Health
Published
2025-04-23
DOI
https://doi.org/10.1093/ehjdh/ztaf041
Citations
16
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
10.47
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Medicine, healthcare and the AI act: gaps, challenges and future implications

Maria E. Marketou, Emmanouil P. Vardas, Panos Vardas
16 citations
European Heart Journal - Digital Health
Artificial Intelligence in Healthcare and Education
10.47
article

Medicine, healthcare and the AI act: gaps, challenges and future implications

Maria E. Marketou, Emmanouil P. Vardas, Panos Vardas
article en
16 citations

Abstract

The European Union's Artificial Intelligence Act (AI Act), published in July 2024, is a pioneering horizontal regulatory framework aimed at ensuring the ethical and safe integration of AI technologies across sectors, including healthcare. While it offers the potential to improve patient care and drive innovation, it also presents challenges for healthcare providers, such as identifying high-risk applications, ensuring transparency in algorithms, and mitigating data bias. However, there are several challenges in its implementation. These include unclear guidance for certain technologies, the need to ensure fairness for diverse patient populations, effective monitoring of AI performance after deployment, and clarifying responsibility in cases of errors. Additionally, varying levels of resources among EU countries may lead to inconsistent implementation of the regulations. This article explores the core elements of the AI Act and its relevance to cardiology and identifies key gaps and unanswered questions that need to be addressed to effectively advance AI-driven medical practices.

European Heart Journal - Digital HealthVol. 6(4)
University of Crete (GR), Academy of Athens (GR), General Hospital of Athens G. Genimatas (GR), Hygeia Hospital (GR), University Hospital of Heraklion (GR)
Openalex Percentile: Top 2%
Artificial Intelligence in Healthcare and Education
10.47
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.