2 papers
eess.IV2025
Ultrasound Image Synthesis Using Generative AI for Lung Ultrasound Detection
Yu-Cheng Chou, Gary Y. Li, Li Chen +15
Developing reliable healthcare AI models requires training with representative and diverse data. In imbalanced datasets, model performance tends to plateau on the more prevalent cl…
cs.CV2024
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
Weiyi Xie, Nathalie Willems, Shubham Patil +2
We propose a straightforward yet highly effective few-shot fine-tuning strategy for adapting the Segment Anything (SAM) to anatomical segmentation tasks in medical images. Our nove…