Jingchen Ma

Identifying EGFR mutations in lung adenocarcinoma by noninvasive imaging using radiomics features and random forest modeling

Tian-Ying Jia, Junfeng Xiong, Xiaoyang Li et al. · European Radiology · 2019 · 181 citations

Diagnostic Imaging, Medical Imaging, Radiomics Features +14

Automatic lung nodule classification with radiomics approach

Jingchen Ma, Qian Wang, Yacheng Ren et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2016 · 48 citations

Image Analysis, Engineering, Medical Imaging +15

The Role of PET-Based Radiomic Features in Predicting Local Control of Esophageal Cancer Treated with Concurrent Chemoradiotherapy

Junfeng Xiong, Wen Yu, Jingchen Ma et al. · Scientific Reports · 2018 · 45 citations · Full text

Computerized detection of lung nodules through radiomics

Jingchen Ma, Zien Zhou, Yacheng Ren et al. · Medical Physics · 2017 · 36 citations

Automatic detection of lung nodules: false positive reduction using convolution neural networks and handcrafted features

Ling Fu, Jingchen Ma, Yacheng Ren et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2017 · 32 citations

Convolutional Neural Network, Engineering, Pathology +18