SynPo: Boosting Training-Free Few-Shot Medical Segmentation via High-Quality Negative Prompts
A training-free few-shot medical segmentation method that improves SAM prompts through DINOv2-SAM confidence map synergy and informative negative point selection.
Sep 2026
Clinical Study on the Application of a High-Sensitivity Electronic Nose on Thin-Film Gas Sensor Array Technology Combined with Deep Learning Algorithm for Early Non-Invasive Diagnosis of Chronic Atrophic Gastritis
A clinical study combining a high-sensitivity electronic nose with deep learning for early non-invasive diagnosis of chronic atrophic gastritis.
Sep 2025
TEmory: A Temporal-Memory Approach to Weakly Supervised Colonic Polyp Frame Detection
A temporal encoder and memory unit for weakly supervised colonic polyp frame detection from colonoscopy videos.
Nov 2024