何基｜广州医科大学｜学者主页

2026

Early Pneumoconiosis Recognition From CT Images via Distance-Similarity Graph Encoding and Dynamic-Scored Adaptive Pooling

Wenchao Jiang, Junhang Li, Quankeng Huang, Chao Huang, Ji He, Long Li, Song Guo

IEEE Transactions on Image Processing

DOI

2026

MCFL: Multimodal Collaborative Fusion Learning for Hashimoto’s Thyroiditis Recognition

Wenchao Jiang, Guanjie Zhou, Honghua Bai, Ji He, Chao Huang, Feng Han, Wei Song, Song Guo

IEEE Transactions on Image Processing

DOI

2026

Ultrasound Image Multi-Instance Learning With Global-Neighbor Awareness and Adaptive Bilinear Pooling for HT Recognition

Quankeng Huang, Honghua Bai, Wenchao Jiang, Jianxuan Wen, Wei Song, Feng Han, Ji He, Song Guo

IEEE Transactions on Multimedia

DOI

2026

Dual-Domain Pretraining Foundation Model for CT Image Reconstruction

Tao Dai, Yang Lin, Shuying Wang, Mengle Qiu, Changsheng Feng, Hang Guo, Jianhua Ma, Ji He

IEEE Transactions on Radiation and Plasma Medical Sciences

DOI

2025

d-MAR: Deep Metal Artifact Reduction via Diffusion-Driven Domain Transformations

Yi Guo, Zhixiong Zeng, Yuyan Song, Mingjun Lu, Yaoduo Zhang, Ji He, Zhibo Wen, Dong Zeng, Zhaoying Bian, Yongbo Wang, Jianhua Ma

IEEE Journal of Biomedical and Health Informatics

DOI

2025

Anterior cruciate ligament injuries diagnosis using slice‐aligning and multi‐level feature aggregation

Shuaikun Han, Tongxin Zhang, Zheng Yi, Wenchao Jiang, Bo Liu, Ji He, Long Li

Medical Physics

DOI

2025

DLPP-UL: Dose-level parameter prompted unpaired learning for low-dose CT image restoration

Yaoduo Zhang, Wenyu Zhang, Gaofeng Chen, Pengfei Wang, Danyang Li, Jianhua Ma, Ji He

Pattern Recognition

DOI

2025

BSN With Explicit Noise-Aware Constraint for Self-Supervised Low-Dose CT Denoising

Pengfei Wang, Danyang Li, Yaoduo Zhang, Gaofeng Chen, Yongbo Wang, Jianhua Ma, Ji He

IEEE Journal of Biomedical and Health Informatics

DOI

2024

FBENet: Feature-Level Boosting Ensemble Network for Hashimoto's Thyroiditis Ultrasound Image Classification

Wenchao Jiang, Tianchun Luo, Zhipeng Liang, Kang Chen, Ji He, Zhiming Zhao, Jianxuan Wen, Ling Zhao, Wei Song

IEEE Journal of Biomedical and Health Informatics

DOI

2023

Unpaired learning with a data-dependent noise-generative model for low-dose CT sinogram restoration

Yang Liu, Shumao Pang, Dong Zeng, Guoxi Xie, Jianhua Ma, Ji He

SPIE Medical Imaging: Physics of Medical Imaging

DOI

2023

Dual-domain modulation for high-performance multi-geometry low-dose CT image reconstruction

Shixuan Chen, Ji He, Danyang Li, Dong Zeng, Zhaoying Bian, Jianhua Ma

SPIE Medical Imaging: Physics of Medical Imaging

DOI

2022

Automated measurement of spine indices on axial MR images for lumbar spinal stenosis diagnosis using segmentation‐guided regression network

Chunlan Pang, Zhihai Su, Liyan Lin, Guoye Lin, Ji He, Hai Lü, Qianjin Feng, Shumao Pang

Medical Physics

DOI

2019

数据-模型耦合驱动的低剂量CT精准成像

何基

《南方医科大学》

2019

数字乳腺层析成像系统影像链的设计与优化

李明强，马昆，陶熙，王永波，何基，韦子权，谌高峰，李穗，曾栋，边兆英，吴国辉，廖山，马建华

《南方医科大学学报》

2017

投影数据校正对数字乳腺层析成像质量的影响

张忻宇，张华，边兆英，曾栋，何基，田秀梅，马建华，黄静

《南方医科大学学报》

2016

基于运动补偿的压缩感知4D-CBCT优质重建

杨轩，张华，何基，曾栋，张忻宇，边兆英，张敬，马建华

《南方医科大学学报》

何基

精选作品

期刊论文

Early Pneumoconiosis Recognition From CT Images via Distance-Similarity Graph Encoding and Dynamic-Scored Adaptive Pooling

MCFL: Multimodal Collaborative Fusion Learning for Hashimoto’s Thyroiditis Recognition

Ultrasound Image Multi-Instance Learning With Global-Neighbor Awareness and Adaptive Bilinear Pooling for HT Recognition

Dual-Domain Pretraining Foundation Model for CT Image Reconstruction

d-MAR: Deep Metal Artifact Reduction via Diffusion-Driven Domain Transformations

Anterior cruciate ligament injuries diagnosis using slice‐aligning and multi‐level feature aggregation

DLPP-UL: Dose-level parameter prompted unpaired learning for low-dose CT image restoration

BSN With Explicit Noise-Aware Constraint for Self-Supervised Low-Dose CT Denoising

FBENet: Feature-Level Boosting Ensemble Network for Hashimoto's Thyroiditis Ultrasound Image Classification

Unpaired learning with a data-dependent noise-generative model for low-dose CT sinogram restoration

Dual-domain modulation for high-performance multi-geometry low-dose CT image reconstruction

Automated measurement of spine indices on axial MR images for lumbar spinal stenosis diagnosis using segmentation‐guided regression network

数据-模型耦合驱动的低剂量CT精准成像

数字乳腺层析成像系统影像链的设计与优化

投影数据校正对数字乳腺层析成像质量的影响

基于运动补偿的压缩感知4D-CBCT优质重建

研究方向