This article analyzes the legal framework for explaining artificial intelligence system decisions in healthcare, focusing on the conflict between transparency requirements and the protection of developers' trade secrets. The research is relevant due to the rapid integration of AI systems into clinical practice and the development of corresponding regulatory frameworks at international and national levels. The study employs formal legal and comparative legal methods to examine legislation from the European Union, USA, and international standards governing AI-enabled medical devices. The findings show that existing legal instruments, including the EU Artificial Intelligence Act (AI Act) and the General Data Protection Regulation (GDPR), create a multi-tiered system of explainability requirements that potentially clashes with mechanisms for safeguarding trade secrets. The article concludes that a balanced approach is needed, one that considers the interests of patients, healthcare professionals, and technology developers.
| Mualliflar | Kan, Ekaterina, Кан , Екатерина, Kan, Yekaterina |
|---|---|
| Jurnal | Жамият ва инновациялар / Общество и инновации / Society and innovations |
| Nashriyot | In Science МЧЖ |
| ISSN | 2181-1415 |
| Nashr sanasi | 2025-12-25 |
| Jild | 6 |
| Son | 12/S |
| Betlar | 536-546 |
| Til | Ingliz |
| Ilmiy soha | Tibbiyot |
| DOI | 10.47689/2181-1415-vol6-iss12/s-pp536-546 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.47689/2181-1415-vol6-iss12/s-pp536-546 · Maqolaning asl sahifasi
объяснимый искусственный интеллект, медицинские изделия, коммерческая тайна, право на объяснение, GDPR, AI Act, прозрачность алгоритмов, автоматизированное принятие решений, explainable artificial intelligence, medical devices, trade secret, right to explanation, GDPR, AI Act, algorithm transparency, automated decision-making, tushuntirib beriladigan sun’iy intellekt, tibbiy buyumlar, tijorat siri, tushuntirish huquqi, GDPR, Sun’iy intellekt to‘g‘risidagi qonun, algoritmlar shaffofligi, avtomatlashtirilgan qaror qabul qilish
| APA | Kan, Ekaterina, Кан , Екатерина, & Kan, Yekaterina (2025). The right to explanation of AI decisions in medicine: balancing transparency and trade secrets. Жамият ва инновациялар / Общество и инновации / Society and innovations, 6(12/S), 536-546. https://doi.org/10.47689/2181-1415-vol6-iss12/s-pp536-546 |
|---|---|
| GOST (OAK) | Kan, Ekaterina, Кан , Екатерина, Kan, Yekaterina The right to explanation of AI decisions in medicine: balancing transparency and trade secrets // Жамият ва инновациялар / Общество и инновации / Society and innovations. – 2025. – T. 6, № 12/S. – P. 536-546. – DOI: 10.47689/2181-1415-vol6-iss12/s-pp536-546. |
| MLA | Kan, Ekaterina, Кан , Екатерина, and Kan, Yekaterina. “The right to explanation of AI decisions in medicine: balancing transparency and trade secrets.” Жамият ва инновациялар / Общество и инновации / Society and innovations, 6(12/S), 536-546, 2025. https://doi.org/10.47689/2181-1415-vol6-iss12/s-pp536-546 |
| Chicago | Kan, Ekaterina, Кан , Екатерина, and Kan, Yekaterina. “The right to explanation of AI decisions in medicine: balancing transparency and trade secrets.” Жамият ва инновациялар / Общество и инновации / Society and innovations, 6(12/S), 536-546 (2025). https://doi.org/10.47689/2181-1415-vol6-iss12/s-pp536-546 |
| Harvard | Kan, Ekaterina, Кан , Екатерина, and Kan, Yekaterina (2025) ‘The right to explanation of AI decisions in medicine: balancing transparency and trade secrets’, Жамият ва инновациялар / Общество и инновации / Society and innovations, 6(12/S), 536-546. https://doi.org/10.47689/2181-1415-vol6-iss12/s-pp536-546 |
| BibTeX | @article{kanekaterina2025,
title = {The right to explanation of AI decisions in medicine: balancing transparency and trade secrets},
author = {Kan, Ekaterina and Кан , Екатерина and Kan, Yekaterina},
journal = {Жамият ва инновациялар / Общество и инновации / Society and innovations},
year = {2025},
volume = {6},
number = {12/S},
pages = {536-546},
doi = {10.47689/2181-1415-vol6-iss12/s-pp536-546},
url = {https://doi.org/10.47689/2181-1415-vol6-iss12/s-pp536-546}
} |
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