When to trust the answer: question-aligned semantic nearest neighbor entropy for safer surgical VQA - Poll - MDSpire

Determining Reliability in Surgical Visual Question Answering: Utilizing Question-Aligned Semantic Nearest Neighbor Entropy for Enhanced Safety

  • By

  • Luca Carlini

  • Dennis Pierantozzi

  • Mauro Orazio Drago

  • Chiara Lena

  • Cesare Hassan

  • Elena De Momi

  • Danail Stoyanov

  • Sophia Bano

  • Mobarak I. Hoque

  • July 17, 2026

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Original Source(s)

When to trust the answer: question-aligned semantic nearest neighbor entropy for safer surgical VQA

  • by Luca Carlini, Dennis Pierantozzi, Mauro Orazio Drago, Chiara Lena, Cesare Hassan, Elena De Momi, Danail Stoyanov, Sophia Bano, Mobarak I. Hoque

  • July 17, 2026

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