Ensemble Learners of Multiple Deep CNNs for Pulmonary Nodules Classification Using CT Images

Baihua Zhang, Shouliang Qi, Patrice Monkam, +4

IEEE Access

Pulmonary Nodules ClassificationConvolutional Neural NetworkEngineeringMachine LearningDeep Cnn Learners +19

Deep CNN models for pulmonary nodule classification: Model modification, model integration, and transfer learning

Xinzhuo Zhao, Shouliang Qi, Baihua Zhang, +4

Journal of X-Ray Science and Technology

Deep CNN Model Using CT Radiomics Feature Mapping Recognizes EGFR Gene Mutation Status of Lung Adenocarcinoma

Baihua Zhang, Shouliang Qi, Xiaohuan Pan, +4

Frontiers in Oncology

Convolutional Neural NetworkEngineeringMachine LearningLung AdenocarcinomaPathology +14

Isocitrate Dehydrogenase 1 Is a Novel Plasma Biomarker for the Diagnosis of Non–Small Cell Lung Cancer

Nan Sun, Zhaoli Chen, Fengwei Tan, +18

Clinical Cancer Research

Development and validation of two prognostic nomograms for predicting survival in patients with non-small cell and small cell lung cancer

Haifan Xiao, Baihua Zhang, Xianzhen Liao, +4

Oncotarget

Multi-scale segmentation squeeze-and-excitation UNet with conditional random field for segmenting lung tumor from CT images

Baihua Zhang, Shouliang Qi, Yanan Wu, +4

Computer Methods and Programs in Biomedicine

Radiation OncologyImage AnalysisEngineeringMedical ImagingLung Tumor +12

Fungal acetylome comparative analysis identifies an essential role of acetylation in human fungal pathogen virulence

Yanjian Li, Hailong Li, Mingfei Sui, +23

Communications Biology

Structural and functional alterations of the tracheobronchial tree after left upper pulmonary lobectomy for lung cancer

Qingtao Gu, Shouliang Qi, Yong Yue, +7

BioMedical Engineering OnLine

Spindle cell carcinoma of the esophagus

Baihua Zhang, Qin Xiao, Desong Yang, +4

Medicine

Transient Dynamics Simulation of Airflow in a CT-Scanned Human Airway Tree: More or Fewer Terminal Bronchi?

Shouliang Qi, Baihua Zhang, Yueyang Teng, +4

Computational and Mathematical Methods in Medicine

AeroacousticsEngineeringFluid MechanicsTransient AirflowFewer Terminal Bronchi +14