Comparative evaluation of artificial intelligence platforms and drug interaction screening databases using real-world patient data

Although LLMs show promise as complementary tools in DDI screening, as they proved effective in identifying true interactions, they generate clinically inaccurate information due to hallucinations, which limits their reliability as standalone screening tools. Consequently, while LLMs could support clinical pharmacists in polypharmacy management, their outputs must always undergo professional validation to ensure patient safety.

Authors

Institutions

Publication Details

Journal
Exploratory Research in Clinical and Social Pharmacy
Published
2025-09-09
DOI
https://doi.org/10.1016/j.rcsop.2025.100655
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparative evaluation of artificial intelligence platforms and drug interaction screening databases using real-world patient data

Amir Reza Ashraf, Róbert György Vida, Mátyás Káplár, András Fittler et al.
Exploratory Research in Clinical and Social Pharmacy
Artificial Intelligence in Healthcare and Education
article

Comparative evaluation of artificial intelligence platforms and drug interaction screening databases using real-world patient data

Amir Reza Ashraf, Róbert György Vida, Mátyás Káplár, András Fittler, Bálint Márk Domián
article en

Abstract

Although LLMs show promise as complementary tools in DDI screening, as they proved effective in identifying true interactions, they generate clinically inaccurate information due to hallucinations, which limits their reliability as standalone screening tools. Consequently, while LLMs could support clinical pharmacists in polypharmacy management, their outputs must always undergo professional validation to ensure patient safety.

Exploratory Research in Clinical and Social PharmacyVol. 20
University of Pannonia (HU), University of Pecs (HU)
Openalex Percentile: Top 83%
Artificial Intelligence in Healthcare and Education
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.