Transition-Aware best-of-N sampling for Longitudinal Chest X-ray Reports

Transition-Aware best-of-N sampling for Longitudinal Chest X-ray Reports

A novel training-free sampling method for chest X-ray report generation that leverages longitudinal patient history by encoding changes between prior and current examinations throu…

Hugging Face · Daily Papers ·Halil Ibrahim Gulluk, Max Van Puyvelde · ·▲ 1 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Halil Ibrahim Gulluk, Max Van Puyvelde, Wim Van Criekinge, Olivier Gevaert

  • 1 upvotes da comunidade
  • Temas: best-of-N sampling, chest X-ray report generation, longitudinal prior, set-to-set distance, directional vector, cosine distance

Resumo

Resumo original (em inglês), extraído do paper:

A novel training-free sampling method for chest X-ray report generation that leverages longitudinal patient history by encoding changes between prior and current examinations through set-to-set distance metrics.

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