S. Chen

The development and validation of pathological sections based U-Net deep learning segmentation model for the detection of esophageal mucosa and squamous cell neoplasm

2023 · Journal of Gastrointestinal Oncology

Background: Deep learning methods have demonstrated great potential for processing high-resolution images. The U-Net model, in particular, has shown proficiency in the segmentation of biomedical images. However, limited research has examined the application of deep …

Refining Translations with Large Language Models: A Constraint-Aware Iterative Prompting Approach

2025 · Data Intelligence

Large Language Models (LLMs) have shown impressive capabilities in Machine Translation (MT), even when translating languages not specifically included in their training data. However, accurately translating rare words in lowresource or domain-specific contexts remains a …