Hype vs Reality in the Integration of Artificial Intelligence in Clinical Workflows
Alaa Abd-Alrazaq, Barry Solaiman, Yosra Magdi Mekki, Dena Al-Thani, Faisal Farooq, Metab Alkubeyyer, Mohamed Ziyad Abubacker, Rawan AlSaad, Sarah Aziz, Ahmed Serag, Rajat Thomas, Javaid Sheikh, Arfan Ahmed, Javad Sarvestan · 2025
Read Hype vs Reality in the Integration of Artificial Intelligence in Clinical Workflows by Alaa Abd-Alrazaq, Barry Solaiman, Yosra Magdi Mekki, Dena Al-Thani, Faisal Farooq, Metab Alkubeyyer, Mohamed Ziyad Abubacker, Rawan AlSaad, Sarah Aziz, Ahmed Serag, Rajat Thomas, Javaid Sheikh, Arfan Ahmed, Javad Sarvestan (2025) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-12700513.txt.
Description
Alaa Abd-Alrazaq and a large team of co-authors weigh the hype around artificial intelligence in clinical care against daily reality. AI could improve decisions, smooth workflows, and lift patient outcomes. Yet the authors argue the gains stay limited by linked technological, human, and ethical barriers. They call for a holistic, systems-based approach that treats these barriers as connected, not separate.
Named obstacles include limited explainability, algorithmic bias, poor interoperability, and weak validation. Human hurdles include resistance to change and thin clinician training, while legal worries cover liability, privacy, and consent. Their fixes include shared global rules, co-design with clinicians and patients, and more clinician education.
Catalog record
| CREATOR | Alaa Abd-Alrazaq, Barry Solaiman, Yosra Magdi Mekki, Dena Al-Thani, Faisal Farooq, Metab Alkubeyyer, Mohamed Ziyad Abubacker, Rawan AlSaad, Sarah Aziz, Ahmed Serag, Rajat Thomas, Javaid Sheikh, Arfan Ahmed, Javad Sarvestan |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 53 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |