Jianhong Cheng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Biomedical Data

Image Segmentation

Fully Automated

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Medical Image Anal.

Comput. Electron. Agric.

Publications

Yuheng Jia, Jianhong Cheng, Hui Liu, Junhui Hou
Towards Calibrated Deep Clustering Network. CoRR (2024)
Jianhong Cheng, Rui Feng, Jinyang Li, Jun Xu
Incomplete Multimodal Learning with Modality-Aware Feature Interaction for Brain Tumor Segmentation. ISBRA (2) (2024)
Hailin Yue, Jin Liu, Hulin Kuang, Jianhong Cheng, Junjian Li, Jianxin Wang
A Fully Automated CT-Guided Learning for Survival Prediction of Esophageal Cancer. BIBM (2023)
Jingxiao Yao, Jin Liu, Jianhong Cheng, Hulin Kuang, Jian-Xin Wang
CI-Net: Multi-Modal MRI-Based Characteristics Inspired Network for IDH Genotyping. BIBM (2023)
Jianhong Cheng, Wei Zhao, Jin Liu, Xingzhi Xie, Shangjie Wu, Liangliang Liu, Hailin Yue, Junjian Li, Jianxin Wang, Jun Liu
Automated Diagnosis of COVID-19 Using Deep Supervised Autoencoder With Multi-View Features From CT Images. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (5) (2022)
Hailin Yue, Jin Liu, Junjian Li, Hulin Kuang, Jinyi Lang, Jianhong Cheng, Lin Peng, Yongtao Han, Harrison Bai, Yuping Wang, Qifeng Wang, Jianxin Wang
MLDRL: Multi-loss disentangled representation learning for predicting esophageal cancer response to neoadjuvant chemoradiotherapy using longitudinal CT images. Medical Image Anal. 79 (2022)
Jianhong Cheng, Jin Liu, Hailin Yue, Harrison Bai, Yi Pan, Jianxin Wang
Prediction of Glioma Grade Using Intratumoral and Peritumoral Radiomic Features From Multiparametric MRI Images. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (2) (2022)
Jianhong Cheng, Jin Liu, Hulin Kuang, Jianxin Wang
A Fully Automated Multimodal MRI-Based Multi-Task Learning for Glioma Segmentation and IDH Genotyping. IEEE Trans. Medical Imaging 41 (6) (2022)
Junjian Li, Jin Liu, Hailin Yue, Jianhong Cheng, Hulin Kuang, Harrison Bai, Yuping Wang, Jianxin Wang
DARC: Deep adaptive regularized clustering for histopathological image classification. Medical Image Anal. 80 (2022)
Jianhong Cheng, Min Gao, Jin Liu, Hailin Yue, Hulin Kuang, Jun Liu, Jianxin Wang
Multimodal Disentangled Variational Autoencoder With Game Theoretic Interpretability for Glioma Grading. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Xinyu Li, Jianhong Cheng, Jin Liu, Hulin Kuang, Chengchao Shen, Pei Yang, Jianxin Wang
MVSF: Multi-View Signature Fusion Network for Noninvasively Predicting Ki67 Status. BIBM (2022)
Jianhong Cheng, Hulin Kuang, Qichang Zhao, Yahui Wang, Lei Xu, Jin Liu, Jianxin Wang
DWT-CV: Dense weight transfer-based cross validation strategy for model selection in biomedical data analysis. Future Gener. Comput. Syst. 135 (2022)
Jianhong Cheng, Qichang Zhao, Lei Xu, Jin Liu
A New Deep Learning Training Scheme: Application to Biomedical Data. ISBRA (2021)
Lei Xu, Jianhong Cheng, Jin Liu, Hulin Kuang, Fan Wu, Jianxin Wang
ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial Attention. BIBM (2021)
Jianhong Cheng, Jin Liu, Meilin Jiang, Hailin Yue, Lin Wu, Jianxin Wang
Prediction of Egfr Mutation Status in Lung Adenocarcinoma Using Multi-Source Feature Representations. ICASSP (2021)
Liangliang Liu, Jianhong Cheng, Quan Quan, Fang-Xiang Wu, Yu-Ping Wang, Jianxin Wang
A survey on U-shaped networks in medical image segmentations. Neurocomputing 409 (2020)
Xinqing Xiao, Zetian Fu, Xiaoshuan Zhang, Jianhong Cheng, Mingsong Yang
Battery-free wireless sensor system with compressed sensing for table grapes cold chain. Comput. Electron. Agric. 163 (2019)
Jianhong Cheng, Jin Liu, Liangliang Liu, Yi Pan, Jianxin Wang
Multi-level Glioma Segmentation using 3D U-Net Combined Attention Mechanism with Atrous Convolution. BIBM (2019)