Pengyao Qin

collaborators

2 papers

cs.LG2025

$μ^{2}$ Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation

Siyou Li, Pengyao Qin, Huanan Wu +4

Automated radiology report generation (RRG) aims to produce detailed textual reports from clinical imaging, such as computed tomography (CT) scans, to improve the accuracy and effi…

eess.IV2024

Deep Learning Ensemble for Predicting Diabetic Macular Edema Onset Using Ultra-Wide Field Color Fundus Image

Pengyao Qin, Arun J. Thirunavukarasu, Theodoros Arvanitis +1

Diabetic macular edema (DME) is a severe complication of diabetes, characterized by thickening of the central portion of the retina due to accumulation of fluid. DME is a significa…

μ2Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation

Deep Learning Ensemble for Predicting Diabetic Macular Edema Onset Using Ultra-Wide Field Color Fundus Image

$μ^{2}$ Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation