Back to search

Article

PANCDetect: Early Detection of Pancreatic Cancer from Multimodal EHR data with LLM Embeddings

2025-10-07

Abstract excerpt

<h4>Background</h4> Pancreatic cancer (PANC) is often diagnosed at late stages due to the absence of specific early symptoms, resulting in one of the highest cancer mortality rates. While imaging modalities such as MRI and CT offer high diagnostic accuracy, their population-wide application is however impractical due to the cost. Electronic health records (EHRs) provide a routine, easily accessible, longitudinal...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
b4b3767f-ec1a-5958-bb8e-272eaa075000
DOI
10.1101/2025.10.03.25337210
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
PANCDetect: Early Detection of Pancreatic Cancer from Multimodal EHR data with LLM EmbeddingsDOI 10.1101/2025.10.03.25337210
Select a neighboring publication to make it the new centre.