Ji He

15 papers Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
BSN With Explicit Noise-Aware Constraint for Self-Supervised Low-Dose CT Denoising.
IEEE J. Biomed. Health Informatics
Pengfei Wang, Danyang Li, Yaoduo Zhang, Gaofeng Chen, Yongbo Wang, Jianhua Ma, Ji He
2026 J jnl
DLPP-UL: Dose-level parameter prompted unpaired learning for low-dose CT image restoration.
Pattern Recognit.
Yaoduo Zhang, Wenyu Zhang, Gaofeng Chen, Pengfei Wang, Danyang Li, Jianhua Ma, Ji He
2026 J jnl
Early pneumoconiosis recognition from CT via progressive lesion awareness and multi-axis denoising attention mechanisms.
Pattern Recognit.
Quankeng Huang, Honghua Bai, Haozheng Pan, Wenchao Jiang, Bo Liu, Yajuan Zhang, Ji He, Long Li
2026 J jnl
MCFL: Multimodal Collaborative Fusion Learning for Hashimoto's Thyroiditis Recognition.
IEEE Trans. Image Process.
Wenchao Jiang, Guanjie Zhou, Honghua Bai, Ji He, Chao Huang, Feng Han, Wei Song, Song Guo
2025 J jnl
SS-CTML: Self-Supervised Cross-Task Mutual Learning for CT Image Reconstruction.
CoRR
Gaofeng Chen, Yaoduo Zhang, Li Huang, Pengfei Wang, Wenyu Zhang, Dong Zeng, Jianhua Ma, Ji He
2024 J jnl
FBENet: Feature-Level Boosting Ensemble Network for Hashimoto's Thyroiditis Ultrasound Image Classification.
IEEE J. Biomed. Health Informatics
Wenchao Jiang, Tianchun Luo, Zhipeng Liang, Kang Chen, Ji He, Zhiming Zhao, Jianxuan Wen, Ling Zhao, Wei Song
2023 J jnl
Cross-Domain Unpaired Learning for Low-Dose CT Imaging.
IEEE J. Biomed. Health Informatics
Yang Liu, Gaofeng Chen, Shumao Pang, Dong Zeng, Youde Ding, Guoxi Xie, Jianhua Ma, Ji He
2023 — conf
Federated Condition Generalization on Low-dose CT Reconstruction via Cross-domain Learning.
MICCAI (3)
Shixuan Chen, Boxuan Cao, Yinda Du, Yaoduo Zhang, Ji He, Zhaoying Bian, Dong Zeng, Jianhua Ma
2022 J jnl
Noise Characteristics Modeled Unsupervised Network for Robust CT Image Reconstruction.
IEEE Trans. Medical Imaging
Danyang Li, Zhaoying Bian, Sui Li, Ji He, Dong Zeng, Jianhua Ma
2021 J jnl
Downsampled Imaging Geometric Modeling for Accurate CT Reconstruction via Deep Learning.
IEEE Trans. Medical Imaging
Ji He, Shilin Chen, Hua Zhang, Xi Tao, Wuhong Lin, Shanli Zhang, Dong Zeng, Jianhua Ma
2021 J jnl
Helical CT Reconstruction From Sparse-View Data Through Exploiting the 3D Anatomical Structure Sparsity.
IEEE Access
Yongbo Wang, Gaofeng Chen, Tao Xi, Zhaoying Bian, Dong Zeng, Habib Zaidi, Ji He, Jianhua Ma
2020 J jnl
Radon Inversion via Deep Learning.
IEEE Trans. Medical Imaging
Ji He, Yongbo Wang, Jianhua Ma
2019 J jnl
Optimizing a Parameterized Plug-and-Play ADMM for Iterative Low-Dose CT Reconstruction.
IEEE Trans. Medical Imaging
Ji He, Yan Yang, Yongbo Wang, Dong Zeng, Zhaoying Bian, Hao Zhang, Jian Sun, Zongben Xu, Jianhua Ma
2018 — conf
Blind CT image quality assessment via deep learning strategy: initial study.
Image Perception, Observer Performance, and Technology Assessment
Sui Li, Ji He, Yongbo Wang, Yuting Liao, Dong Zeng, Zhaoying Bian, Jianhua Ma
2018 J jnl
Radon Inversion via Deep Learning.
CoRR
Ji He, Jianhua Ma