Article

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: https://orcid.org/0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2024) Non-invasive decision support for clinical treatment of non-small cell lung cancer using a multiscale radiomics approach. Radiotherapy and Oncology, 191. ISSN 0167-8140

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: https://orcid.org/0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2024) Exploring non-invasive precision treatment in non-small cell lung cancer patients through deep learning radiomics across imaging features and molecular phenotypes. Biomarker Research, 12. ISSN 2050-7771 (In Press)

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: https://orcid.org/0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Liao, Liefa, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2023) Radiomics under 2D regions, 3D regions, and peritumoral regions reveal tumor heterogeneity in non-small cell lung cancer: a multicenter study. La Radiologia Medica. ISSN 0033-8362

Zhang, Xingping, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Zhang, Guijuan, Qiu, Xingting, Tan, Wenjun, Yin, Xiaoxia and Liao, Liefa (2022) Prospective clinical research of radiomics and deep learning in oncology: a translational review. Critical Reviews in Oncology Hematology, 179. ISSN 1040-8428

Zhang, Xingping, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Zhang, Guijuan, Qiu, Xingting, Tan, Wenjun, Yin, Xiaoxia and Liao, Liefa (2022) Deep Learning With Radiomics for Disease Diagnosis and Treatment: Challenges and Potential. Frontiers in Oncology, 12. pp. 1-25. ISSN 2234-943X

Meng, Lingxiao, Tan, Wenjun, Ma, Jiangang, Wang, Ruofei, Yin, Xiaoxia and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2022) Enhancing dynamic ECG heartbeat classification with lightweight transformer model. Artificial Intelligence in Medicine, 124. ISSN 0933-3657

Tan, Wenjun ORCID: https://orcid.org/0000-0002-3840-9528, Xu, Y, Liu, P, Liu, C, Lin, Y, Du, Yanrui, Chen, Chao, Wang, Y and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2021) A method of VR-EEG scene cognitive rehabilitation training. Health Information Science and Systems, 9 (1). ISSN 2047-2501

Tan, Wenjun ORCID: https://orcid.org/0000-0002-3840-9528, Liu, Pan, Li, Xiaoshuo, Liu, Yao, Zhou, Qinghua, Chen, Chao, Gong, Zhaoxuan, Yin, Xiaoxia and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2021) Classification of COVID-19 pneumonia from chest CT images based on reconstructed super-resolution images and VGG neural network. Health Information Science and Systems, 9 (1). ISSN 2047-2501

Book Section

Zhang, Xingping, Zhang, Guijuan, Qiu, Xingting, Yin, Jiao ORCID: https://orcid.org/0000-0002-0269-2624, Tan, Wenjun, Yin, Xiaoxia, Yang, Hong, Wang, Kun and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2023) Optimizing the Size of Peritumoral Region for Assessing Non-Small Cell Lung Cancer Heterogeneity Using Radiomics. In: Health Information Science: 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23–24, 2023, Proceedings. Li, Y, Huang, Z, Sharma, M, Chen, L and Zhou, R, eds. Lecture Notes in Computer Science, 14305 . Springer, Singapore, pp. 309-320.

Conference or Workshop Item

Tan, Wenjun, Liu, Pan, Guo, Hui, Yang, Jinzhu, Yin, Xiaoxia and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2020) A Review of Intelligent Image Processing Method of Pulmonary CT Images. In: 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 18 Nov 2019 - 21 Nov 2019, San Diego, USA.

Tan, Wenjun, Liu, Yao, Liu, Huangying, Yang, Jinzhu, Yin, Xiaoxia and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2020) A Segmentation Method of Lung Parenchyma from Chest CT Images Based on Dual U-Net. In: 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 18 Nov 2019 - 21 Nov 2019, San Diego, USA.

Tan, Wenjun, Liu, Y, Yang, J, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Wang, T, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 and Zhao, D (2019) A Pulmonary Vascular Segmentation Algorithm of Chest CT Images Based on Fast Marching Method. In: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 3 Dec 2018 - 6 Dec 2018, Madrid, Spain.