Haichao Peng — accepted AI-conference papers

2025

Deep Support Vein Machine for Lung Parcellation

Haichao Peng, Hao Fang, Wenkang Fan, Yong Wang, Sunkui Ke, Jie Luo +1

ICASSP 2025accepted

Pulmonary segments parcellation is essential to thoracoscopic segmentectomy. Surgeons manually outline pulmonary segments from preoperative images before surgery, which is a time-consuming, labor-intensive and mental-stress procedure. This work proposes a novel small learning model of deep support v…

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2024

Loop Structure-Aware Learning for Fully Automated Pulmonary Fissure Completeness Assessment

Linya Zheng, Fan Zhang, Haichao Peng, Yong Wang, Yinran Chen, Xiongbiao Luo

ICASSP 2024accepted

Pulmonary fissures are anatomical biomarkers used to evaluate the severity of chronic obstructive pulmonary disease. The completeness of the fissures is significantly associated with this disease. This work proposes a new fully automated fissure completeness assessment framework on the basis of deep…

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