Hyperspectral Image Denoising Based on Subspace Low Rank Representation. - Mengdi Wang; Jing Yu 005; Lijuan Niu; Weidong Sun (GRMSE (2), 2016)

Classification of thyroid nodules in ultrasound images using deep model based transfer learning and hybrid features. - Tianjiao Liu; Shuaining Xie; Jing Yu 005; Lijuan Niu; Weidong Sun (ICASSP, 2017)

Unsupervised feature extraction for hyperspectral images using combined low rank representation and locally linear embedding. - Mengdi Wang; Jing Yu 005; Lijuan Niu; Weidong Sun (ICASSP, 2017)

Feature selection and thyroid nodule classification using transfer learning. - Tianjiao Liu; Shuaining Xie; Yukang Zhang; Jing Yu 005; Lijuan Niu; Weidong Sun (ISBI, 2017)

Feature Extraction for Hyperspectral Images Using Low-Rank Representation With Neighborhood Preserving Regularization. - Mengdi Wang; Jing Yu 005; Lijuan Niu; Weidong Sun (IEEE Geosci. Remote. Sens. Lett., 2017)

Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks. - Tianjiao Liu; Qianqian Guo; Chunfeng Lian; Xuhua Ren; Shujun Liang; Jing Yu 005; Lijuan Niu; Weidong Sun; Dinggang Shen (Medical Image Anal., 2019)

Shape-margin knowledge augmented network for thyroid nodule segmentation and diagnosis. - Weihua Liu; Chaochao Lin; Duanduan Chen; Lijuan Niu; Rui Zhang; Zhaoqiong Pi (Comput. Methods Programs Biomed., 2024)

Reconstructing Deep Neural Networks: Unleashing the Optimization Potential of Natural Gradient Descent. - Weihua Liu; Said Boumaraf; Jianwu Li; Chaochao Lin; Xiabi Liu; Lijuan Niu; Naoufel Werghi (CoRR, 2024)

Stationary distribution and probability density function of a stochastic COVID-19 infections model with general incidence. - Lijuan Niu; Qiaoling Chen; Zhidong Teng; Ramziya Rifhat; Ge Zhang (J. Frankl. Inst., 2024)

Adaptive Hypersphere Data Description for few-shot one-class classification. - Yuchen Ren 003; Xiabi Liu; Liyuan Pan; Lijuan Niu (Appl. Intell., 2024)

Combining radiomics with thyroid imaging reporting and data system to predict lateral cervical lymph node metastases in medullary thyroid cancer. - Zhiqiang Liu; Xiwei Zhang; Xiaohui Zhao; Qianqian Guo; Zhengjiang Li; Minghui Wei; Lijuan Niu; Changming An (BMC Medical Imaging, 2024)

Dictionary Expansion for Incompletely Overlapped Multi- and Hyperspectral Image Fusion. - Xiaolin Han 001; Jiaxun Li; Wei Wang 218; Lijuan Niu; Weidong Sun (IEEE Trans. Geosci. Remote. Sens., 2025)

A new class correlation-based dynamic sample weighting method for medical image classification. - Guanxiu Yi; Ling Ma; Xiabi Liu; Zhaoyang Hai; Yunlong Li; Mengqiao Han; Yang Chao; Lijuan Niu; Yuehao Song (Appl. Intell., 2025)

A Novel Evaluation Benchmark for Medical LLMs: Illuminating Safety and Effectiveness in Clinical Domains. - Shirui Wang; Zhihui Tang; Huaxia Yang; Qiuhong Gong; Tiantian Gu; Hongyang Ma; Yongxin Wang; Wubin Sun; Zeliang Lian; Kehang Mao; Yinan Jiang; Zhicheng Huang; et al. (CoRR, 2025)