Artificial Intelligence-assisted patient education in cardiovascular surgery practice: comparative analysis of ChatGPT performance in Turkish and English languages

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ChatGPT-4 generates highly clinically accurate cardiovascular surgery patient education content in both Turkish and English, but exhibits a profound language-dependent disparity in readability, with English responses requiring university-level education compared to near-universal accessibility for Turkish responses. Novelty: ClaimNovelty.INCREMENTAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Abdül Kerim Buğra

doi:10.32322/jhsm.1891905

May 19, 2026Journal of Health Sciences and MedicineOpen Access

Artificial Intelligence-assisted patient education in cardiovascular surgery practice: comparative analysis of ChatGPT performance in Turkish and English languages

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Key Points

The aim is to assess the clinical accuracy and accessibility of ChatGPT-4 generated patient education for cardiovascular surgery in Turkish and English.
Twelve cardiovascular surgery specialists evaluated 52 ChatGPT-4 responses (26 Turkish, 26 English) using 7-point Likert scales.
Conducted blinded evaluations resulting in 624 expert assessments across six education domains.
Performed computational accessibility analysis using language-specific readability indices.
ChatGPT-4 achieved a mean satisfaction score of 6.40/7.0 (91.4% accuracy).
88.7% of responses received high expert ratings for clinical accuracy.
Accessibility scores revealed a 47.5-point gap, with Turkish responses scoring 77.7±4.2 compared to 30.2±6.1 for English.

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Implication

Evaluates quality of AI-generated patient education in Turkish and English, indicating significant language accessibility differences.

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Abdül Kerim Buğra (2026) studied this question.

synapsesocial.com/papers/6a250cbc7def13d035e1cf28 https://doi.org/10.32322/jhsm.1891905

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Artificial Intelligence-assisted patient education in cardiovascular surgery practice: comparative analysis of ChatGPT performance in Turkish and English languages

Key Points

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Implication

Discussion

Cite This Study

Artificial Intelligence-assisted patient education in cardiovascular surgery practice: comparative analysis of ChatGPT performance in Turkish and English languages

Key Points

No abstract yet

Implication

Discussion

Cite This Study

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