Yi Xiao

A cross-modal 3D deep learning for accurate lymph node metastasis prediction in clinical stage T1 lung adenocarcinoma

Xingyu Zhao, Xiang Wang, Wei Xia et al. · Lung Cancer · 2020 · 76 citations

Engineering, Machine Learning, Deep Learning +9

Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data

Nima Tajbakhsh, Yufei Hu, Junli Cao et al. · 2019 · 73 citations

Surrogate Supervision, Geometric Learning, Medical Image Segmentation +18

Predicting the invasiveness of lung adenocarcinomas appearing as ground-glass nodule on CT scan using multi-task learning and deep radiomics

Xiang Wang, Qingchu Li, Jiali Cai et al. · Translational Lung Cancer Research · 2020 · 52 citations · Full text

Computed Tomography Screening for Early Lung Cancer, COPD and Cardiovascular Disease in Shanghai: Rationale and Design of a Population-based Comparative Study

Yihui Du, Qiong Li, Grigory Sidorenkov et al. · Academic Radiology · 2020 · 30 citations · Full text

Early Lung Cancer, Cardiovascular Disease, Medical Imaging +11

A cascade and heterogeneous neural network for CT pulmonary nodule detection and its evaluation on both phantom and patient data

Yi Xiao, Xiang Wang, Qingchu Li et al. · Computerized Medical Imaging and Graphics · 2021 · 17 citations

Patient Data, Image Analysis, Machine Learning +11