MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks

Xiuyuan Xu, Chengdi Wang, Jixiang Guo, +6

Medical Image Analysis

EngineeringMachine LearningMedical ImagingData ScienceDeep Learning +9

DeepLN: A framework for automatic lung nodule detection using multi-resolution CT screening images

Xiuyuan Xu, Chengdi Wang, Jixiang Guo, +4

Knowledge-Based Systems

Image AnalysisEngineeringMedical ImagingMultiple Pulmonary NoduleMedical Image Computing +10

MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction

Tao He, Jixiang Guo, Nan Chen, +5

IEEE Journal of Biomedical and Health Informatics

EngineeringMachine LearningPrognosisLung Cancer PcpComputational Medicine +18

Deep Learning to Predict EGFR Mutation and PD-L1 Expression Status in Non-Small-Cell Lung Cancer on Computed Tomography Images

Chengdi Wang, Xiuyuan Xu, Jun Shao, +7

Journal of Oncology

SurvNet: A Novel Deep Neural Network for Lung Cancer Survival Analysis With Missing Values

Jianyong Wang, Nan Chen, Jixiang Guo, +3

Frontiers in Oncology

EngineeringMachine LearningData ScienceFusion LearningBiostatistics +16

DeepLN: an artificial intelligence-based automated system for lung cancer screening

Jixiang Guo, Chengdi Wang, Xiuyuan Xu, +5

Annals of Translational Medicine

Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories

Yi Le, Lei Zhang, Xiuyuan Xu, +1

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningPathology +19

Deep Learning Empowers Lung Cancer Screening Based on Mobile Low-Dose Computed Tomography in Resource-Constrained Sites

Jun Shao, Gang Wang, Yi Le, +9

Frontiers in Bioscience-Landmark

DeepCXray: Automatically Diagnosing Diseases on Chest X-Rays Using Deep Neural Networks

Xiuyuan Xu, Quan Guo, Jixiang Guo, +1

IEEE Access

Convolutional Neural NetworkEngineeringMachine LearningDiagnosisDiagnostic Imaging +17

Multi-task Learning for the Segmentation of Thoracic Organs at Risk in CT images.

Tao He, Jixiang Guo, Jianyong Wang, +2

Image AnalysisMachine LearningMedical ImagingCt ImagesEngineering +10