Search Tag: LLM in healthcare

IT Management

2025 23 Nov

  Automating the conversion of routine radiology reports into structured training data remains a bottleneck for imaging AI. An evaluation of a large language model (LLM) applied to upper extremity radiography examined whether zero-shot label extraction from free-text reports could provide accurate, uncertainty-aware annotations for multi-label image...Read more

IMAGING Management

2025 23 Nov

  Automating the conversion of routine radiology reports into structured training data remains a bottleneck for imaging AI. An evaluation of a large language model (LLM) applied to upper extremity radiography examined whether zero-shot label extraction from free-text reports could provide accurate, uncertainty-aware annotations for multi-label image...Read more

Artificial Intelligence

2025 23 Nov

  Automating the conversion of routine radiology reports into structured training data remains a bottleneck for imaging AI. An evaluation of a large language model (LLM) applied to upper extremity radiography examined whether zero-shot label extraction from free-text reports could provide accurate, uncertainty-aware annotations for multi-label image...Read more

IMAGING Management

2024 16 Nov

  Radiology is at the forefront of a digital revolution, with artificial intelligence (AI) transforming traditional diagnostic workflows. Among the most significant advancements is the application of large language models (LLMs) like OpenAI’s GPT-4. Equipped with its Advanced Data Analysis (ADA) capabilities, GPT-4 has the potential to aid radiologists...Read more

Artificial Intelligence

2024 16 Nov

  Radiology is at the forefront of a digital revolution, with artificial intelligence (AI) transforming traditional diagnostic workflows. Among the most significant advancements is the application of large language models (LLMs) like OpenAI’s GPT-4. Equipped with its Advanced Data Analysis (ADA) capabilities, GPT-4 has the potential to aid radiologists...Read more