Risks and Functional Limitations of AI-Based Machine Translation in English–Arabic Healthcare Communication: A Conceptual Research Note

This research note develops a risk-oriented analytical framework for evaluating AI-generated English–Arabic healthcare translation, focusing on terminological accuracy, pragmatic adequacy, and communicative safety in high-stakes medical contexts

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-12
DOI
https://doi.org/10.5281/zenodo.18616380
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Risks and Functional Limitations of AI-Based Machine Translation in English–Arabic Healthcare Communication: A Conceptual Research Note

YOUSEF IBRAHIM BARJAS ALTA'ANY
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
article

Risks and Functional Limitations of AI-Based Machine Translation in English–Arabic Healthcare Communication: A Conceptual Research Note

YOUSEF IBRAHIM BARJAS ALTA'ANY
article en

Abstract

This research note develops a risk-oriented analytical framework for evaluating AI-generated English–Arabic healthcare translation, focusing on terminological accuracy, pragmatic adequacy, and communicative safety in high-stakes medical contexts

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 58%
Artificial Intelligence in Healthcare and Education
DOIOpen Access PDFOpenAlex
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Risks and Functional Limitations of AI-Based Machine Translation in English–Arabic Healthcare Communication: A Conceptual Research Note — YOUSEF IBRAHIM BARJAS ALTA'ANY · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS