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Wen-han Duan

ORCID: 0009-0004-3476-1622
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About
Contact & Profiles
A5109728322
Research Areas
  • Radiomics and Machine Learning in Medical Imaging
  • Esophageal Cancer Research and Treatment
  • Lung Cancer Diagnosis and Treatment

Beihang University
 2024

 Pairwise machine learning-based automatic diagnostic platform utilizing CT images and clinical information for predicting radiotherapy locoregional recurrence in elderly esophageal cancer patients
OPENALEX - Publications 
Andu Zhang Qing-lei Shi Hongtao Zhang Wen-han Duan Yang Li and 8 more Li Ruan Yifan Han Zhikun Liu Haofeng Li Jia-shun Xiao Gaofeng Shi Xiang Wan Renzhi Wang

Abstract Objective To investigate the feasibility and accuracy of predicting locoregional recurrence (LR) in elderly patients with esophageal squamous cell cancer (ESCC) who underwent radical radiotherapy using a pairwise machine learning algorithm. Methods The 130 datasets enrolled were randomly divided into training set testing 7:3 ratio. Clinical factors included radiomics features extracted from pretreatment CT scans pyradiomics-based software, naive Bayes (NB) model was developed....

10.1007/s00261-024-04377-7 article EN cc-by Abdominal Radiology 2024-06-04
 PGP: Prior-Guided Pretraining for Small-sample Esophageal Cancer Segmentation
OPENALEX - Publications 
Qinglei Shi Wen-han Duan W.F. Chen Haotian Yang Hsi‐Chi Lu and 9 more Kaiqi Wu Junxi Zhu Juefei Yuan Q. Ke Andu Zhang Xiang Wan Changmiao Wang Li Ruan Renzhi Wang

10.1109/bibm62325.2024.10822499 article EN 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2024-12-03
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