output
20202025
most citedCo-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction

56 citations

5 papers

cs.CV2025

Digital Contrast CT Pulmonary Angiography Synthesis from Non-contrast CT for Pulmonary Vascular Disease

Ying Ming, Yue Lin, Longfei Zhao +6

Computed Tomography Pulmonary Angiography (CTPA) is the reference standard for diagnosing pulmonary vascular diseases such as Pulmonary Embolism (PE) and Chronic Thromboembolic Pul…

cs.CV2024★ 43 cited

Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differences

Yuetan Chu, Gongning Luo, Longxi Zhou +13

Pulmonary artery-vein segmentation is crucial for disease diagnosis and surgical planning and is traditionally achieved by Computed Tomography Pulmonary Angiography (CTPA). However…

cs.CV2023★ 6 cited

CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratio

Gang Xu, Shuhao Wang, Lingyu Zhao +12

Histopathology image analysis plays a crucial role in cancer diagnosis. However, training a clinically applicable segmentation algorithm requires pathologists to engage in labour-i…

eess.IV2021★ 56 cited

Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction

Jiarun Liu, Ruirui Li, Chuan Sun

With the development of deep learning, medical image classification has been significantly improved. However, deep learning requires massive data with labels. While labeling the sa…

q-bio.TO2020

A multilayer interstitial fluid flow along vascular adventitia

Hongyi Li, You Lv, Xiaoliang Chen +5

Objective: Interstitial fluid flow through vascular adventitia has been disclosed recently. However, its kinetic pattern was unclear. Methods and Results: We used histological and…