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April 25, 2026Otolaryngologia Polska0 citations

The Role of Artificial Intelligence Algorithms in Challenging Diagnostic Cases – Between Potential and Real Clinical Support

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ADAgata Doligalska-DolinaNicolaus Copernicus UniversityKZKlaudia ZiółkowskaNicolaus Copernicus UniversityMWMaciej J. WróbelNicolaus Copernicus University

Key Points

  • This research explores the effectiveness of AI algorithms in aiding diagnosis for complex medical conditions.
  • Evaluated AI-based diagnostic platforms in rare cases like ENKTL.
  • Assessed the support provided by AI in differential diagnosis and decision-making processes.
  • AI algorithms enhance preliminary assessment but do not replace clinical judgment.
  • Further validation of AI tools is required for reliable use in medical practice.

Abstract

AI-based diagnostic platforms show promise in supporting preliminary assessment and differential diagnosis in rare, complex cases such as ENKTL. While AI can guide diagnostic reasoning and propose investigations, it does not replace clinical judgment. Further development and validation of AI tools are needed to enhance their reliability and integration into medical practice.

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Cite This Study

Doligalska-Dolina et al. (2026) studied this question.

synapsesocial.com/papers/69ec5ac988ba6daa22dac5e6https://doi.org/10.5604/01.3001.0055.7287
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