msQSM: Morphology-based self-supervised deep learning for quantitative susceptibility mapping
He, Junjie, Peng, Yunsong, Fu, Bangkang, Zhu, Yuemin, Wang, Lihui, Wang, Rongpin
Published in NeuroImage (Orlando, Fla.) (15.07.2023)
Published in NeuroImage (Orlando, Fla.) (15.07.2023)
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Pretreatment DCE-MRI-Based Deep Learning Outperforms Radiomics Analysis in Predicting Pathologic Complete Response to Neoadjuvant Chemotherapy in Breast Cancer
Peng, Yunsong, Cheng, Ziliang, Gong, Chang, Zheng, Chushan, Zhang, Xiang, Wu, Zhuo, Yang, Yaping, Yang, Xiaodong, Zheng, Jian, Shen, Jun
Published in Frontiers in oncology (10.03.2022)
Published in Frontiers in oncology (10.03.2022)
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BMNet: A New Region-Based Metric Learning Method for Early Alzheimer's Disease Identification With FDG-PET Images
Cui, Wenju, Yan, Caiying, Yan, Zhuangzhi, Peng, Yunsong, Leng, Yilin, Liu, Chenlu, Chen, Shuangqing, Jiang, Xi, Zheng, Jian, Yang, Xiaodong
Published in Frontiers in neuroscience (24.02.2022)
Published in Frontiers in neuroscience (24.02.2022)
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Journal Article
Classification of microcalcification clusters in digital breast tomosynthesis using ensemble convolutional neural network
Xiao, Bingbing, Sun, Haotian, Meng, You, Peng, Yunsong, Yang, Xiaodong, Chen, Shuangqing, Yan, Zhuangzhi, Zheng, Jian
Published in Biomedical engineering online (28.07.2021)
Published in Biomedical engineering online (28.07.2021)
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Spatiotemporal expression patterns of genes coding for plasmalemmal chloride transporters and channels in neurological diseases
Huang, Yanruo, Wang, Qihang, Peng, Yunsong, Du, Wenjie, Wang, Qi, Qi, Jiangtao, Hao, Zijian, Wang, Yingwei
Published in Molecular brain (18.03.2023)
Published in Molecular brain (18.03.2023)
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FMRNet: A fused network of multiple tumoral regions for breast tumor classification with ultrasound images
Cui, Wenju, Peng, Yunsong, Yuan, Gang, Cao, Weiwei, Cao, Yuzhu, Lu, Zhengda, Ni, Xinye, Yan, Zhuangzhi, Zheng, Jian
Published in Medical physics (Lancaster) (01.01.2022)
Published in Medical physics (Lancaster) (01.01.2022)
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Diffusion Tensor and Kurtosis MRI‐Based Radiomics Analysis of Kidney Injury in Type 2 Diabetes
Yang, Daoyu, Tian, Chong, Liu, Jian, Peng, Yunsong, Xiong, Zhenliang, Da, Jingjing, Yang, Yuqi, Zha, Yan, Zeng, Xianchun
Published in Journal of magnetic resonance imaging (01.11.2024)
Published in Journal of magnetic resonance imaging (01.11.2024)
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HmsU-Net: A hybrid multi-scale U-net based on a CNN and transformer for medical image segmentation
Fu, Bangkang, Peng, Yunsong, He, Junjie, Tian, Chong, Sun, Xinhuan, Wang, Rongpin
Published in Computers in biology and medicine (01.03.2024)
Published in Computers in biology and medicine (01.03.2024)
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Combining radiomics and deep learning features of intra-tumoral and peri-tumoral regions for the classification of breast cancer lung metastasis and primary lung cancer with low-dose CT
Li, Lei, Zhou, Xinglu, Cui, Wenju, Li, Yingci, Liu, Tianyi, Yuan, Gang, Peng, Yunsong, Zheng, Jian
Published in Journal of cancer research and clinical oncology (01.11.2023)
Published in Journal of cancer research and clinical oncology (01.11.2023)
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Journal Article
SaB-Net: Self-attention backward network for gastric tumor segmentation in CT images
He, Junjie, Zhang, Mudan, Li, Wuchao, Peng, Yunsong, Fu, Bangkang, Liu, Chen, Wang, Jian, Wang, Rongpin
Published in Computers in biology and medicine (01.02.2024)
Published in Computers in biology and medicine (01.02.2024)
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A nutrition-based radiomics–clinical model to predict the prognosis of patients with acute-on-chronic liver failure
Zhang, Qian, Peng, Yunsong, Lei, Siyi, Xiong, Tingting, Zhang, Liulu, Peng, Hong, Luo, Xinhua, Wang, Rongpin
Published in Displays (01.09.2024)
Published in Displays (01.09.2024)
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Journal Article
GEMIN6 Overexpression Correlates with the Low Immune Cell Infiltration and Poor Prognosis in Lung Adenocarcinoma
Peng, Yunsong, Wang, Zeng, Cai, Jianyong, Dong, Xiaoqiao, Du, Quan
Published in Journal of oncology (15.10.2022)
Published in Journal of oncology (15.10.2022)
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An explainable machine learning estimated biological age based on morphological parameters of the spine
Xu, Zi, Peng, Yunsong, Zhang, Mudan, Wang, Rongpin, Yang, Zhenlu
Published in GeroScience (24.10.2024)
Published in GeroScience (24.10.2024)
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3D Context-Aware Convolutional Neural Network for False Positive Reduction in Clustered Microcalcifications Detection
Zheng, Jian, Sun, Haotian, Wu, Shandong, Jiang, Ke, Peng, Yunsong, Yang, Xiaodong, Zhang, Fan, Li, Ming
Published in IEEE journal of biomedical and health informatics (01.03.2021)
Published in IEEE journal of biomedical and health informatics (01.03.2021)
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A hybrid classification model with radiomics and CNN for high and low grading of prostate cancer Gleason score on mp-MRI
Liu, Feng, Zhao, Yuanshen, Song, Jukun, Tu, Guilan, Liu, Yadong, Peng, Yunsong, Mao, Jiahui, Yan, Chongzhe, Wang, Rongpin
Published in Displays (01.07.2024)
Published in Displays (01.07.2024)
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Multimodal cross enhanced fusion network for diagnosis of Alzheimer’s disease and subjective memory complaints
Leng, Yilin, Cui, Wenju, Peng, Yunsong, Yan, Caiying, Cao, Yuzhu, Yan, Zhuangzhi, Chen, Shuangqing, Jiang, Xi, Zheng, Jian
Published in Computers in biology and medicine (01.05.2023)
Published in Computers in biology and medicine (01.05.2023)
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