Works by Shen, Dinggang

Results: 243

Age-related changes of human brain metabolism.

Published in:

European Journal of Nuclear Medicine & Molecular Imaging, 2025, v. 52, n. 9, p. 3412, doi. 10.1007/s00259-025-07211-4

By:

Qian, Shufang;
Ba, Yihan;
Xue, Le;
Jin, Chentao;
Zhou, Rui;
Liao, Yi;
Zhong, Yan;
Xu, Yuanfan;
Shi, Feng;
Wang, Chengyan;
Dou, Xiaofeng;
Gao, Yidan;
Jiang, Han;
Cen, Peili;
Lin, Chenchen;
Wang, Jing;
Zuo, Chuantao;
Zhang, Jun;
Shen, Dinggang;
Zhang, Hong

Publication type:

Article

Neuroimage-Based Consciousness Evaluation of Patients with Secondary Doubtful Hydrocephalus Before and After Lumbar Drainage.

Published in:

Neuroscience Bulletin, 2020, v. 36, n. 9, p. 985, doi. 10.1007/s12264-020-00542-2

By:

Huo, Jiayu;
Qi, Zengxin;
Chen, Sen;
Wang, Qian;
Wu, Xuehai;
Zang, Di;
Hiromi, Tanikawa;
Tan, Jiaxing;
Zhang, Lichi;
Tang, Weijun;
Shen, Dinggang

Publication type:

Article

A Novel Unit-Based Personalized Fingerprint Feature Selection Strategy for Dynamic Functional Connectivity Networks.

Published in:

Frontiers in Neuroscience, 2021, v. 15, p. N.PAG, doi. 10.3389/fnins.2021.651574

By:

Zhao, Feng;
Chen, Zhiyuan;
Rekik, Islem;
Liu, Peiqiang;
Mao, Ning;
Lee, Seong-Whan;
Shen, Dinggang

Publication type:

Article

High-Order Laplacian Regularized Low-Rank Representation for Multimodal Dementia Diagnosis.

Published in:

Frontiers in Neuroscience, 2021, v. 15, p. N.PAG, doi. 10.3389/fnins.2021.634124

By:

Dong, Aimei;
Li, Zhigang;
Wang, Mingliang;
Shen, Dinggang;
Liu, Mingxia

Publication type:

Article

Automatic Skull Stripping of Rat and Mouse Brain MRI Data Using U-Net.

Published in:

Frontiers in Neuroscience, 2020, v. 14, p. N.PAG, doi. 10.3389/fnins.2020.568614

By:

Hsu, Li-Ming;
Wang, Shuai;
Ranadive, Paridhi;
Ban, Woomi;
Chao, Tzu-Hao Harry;
Song, Sheng;
Cerri, Domenic Hayden;
Walton, Lindsay R.;
Broadwater, Margaret A.;
Lee, Sung-Ho;
Shen, Dinggang;
Shih, Yen-Yu Ian

Publication type:

Article

Identification of progressive mild cognitive impairment patients using incomplete longitudinal MRI scans.

Published in:

Brain Structure & Function, 2016, v. 221, n. 8, p. 3979, doi. 10.1007/s00429-015-1140-6

By:

Thung, Kim-Han;
Wee, Chong-Yaw;
Yap, Pew-Thian;
Shen, Dinggang

Publication type:

Article

Graph-guided joint prediction of class label and clinical scores for the Alzheimer's disease.

Published in:

Brain Structure & Function, 2016, v. 221, n. 7, p. 3787, doi. 10.1007/s00429-015-1132-6

By:

Yu, Guan;
Liu, Yufeng;
Shen, Dinggang

Publication type:

Article

Deep sparse multi-task learning for feature selection in Alzheimer's disease diagnosis.

Published in:

Brain Structure & Function, 2016, v. 221, n. 5, p. 2569, doi. 10.1007/s00429-015-1059-y

By:

Suk, Heung-Il;
Lee, Seong-Whan;
Shen, Dinggang

Publication type:

Article

Cortical thickness and surface area in neonates at high risk for schizophrenia.

Published in:

Brain Structure & Function, 2016, v. 221, n. 1, p. 447, doi. 10.1007/s00429-014-0917-3

By:

Li, Gang;
Wang, Li;
Shi, Feng;
Lyall, Amanda;
Ahn, Mihye;
Peng, Ziwen;
Zhu, Hongtu;
Lin, Weili;
Gilmore, John;
Shen, Dinggang

Publication type:

Article

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis.

Published in:

Brain Structure & Function, 2015, v. 220, n. 2, p. 841, doi. 10.1007/s00429-013-0687-3

By:

Suk, Heung-Il;
Lee, Seong-Whan;
Shen, Dinggang

Publication type:

Article

Disrupted cortical network as a vulnerability marker for obsessive-compulsive disorder.

Published in:

Brain Structure & Function, 2014, v. 219, n. 5, p. 1801, doi. 10.1007/s00429-013-0602-y

By:

Peng, Ziwen;
Shi, Feng;
Shi, Changzheng;
Yang, Qiong;
Chan, Raymond;
Shen, Dinggang

Publication type:

Article

More insights into early brain development through statistical analyses of eigen-structural elements of diffusion tensor imaging using multivariate adaptive regression splines.

Published in:

Brain Structure & Function, 2014, v. 219, n. 2, p. 551, doi. 10.1007/s00429-013-0517-7

By:

Chen, Yasheng;
Zhu, Hongtu;
An, Hongyu;
Armao, Diane;
Shen, Dinggang;
Gilmore, John;
Lin, Weili

Publication type:

Article

Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification.

Published in:

Brain Structure & Function, 2014, v. 219, n. 2, p. 641, doi. 10.1007/s00429-013-0524-8

By:

Wee, Chong-Yaw;
Yap, Pew-Thian;
Zhang, Daoqiang;
Wang, Lihong;
Shen, Dinggang

Publication type:

Article

Fully automatic segmentation of paraspinal muscles from 3D torso CT images via multi-scale iterative random forest classifications.

Published in:

International Journal of Computer Assisted Radiology & Surgery, 2018, v. 13, n. 11, p. 1697, doi. 10.1007/s11548-018-1852-1

By:

Kamiya, Naoki;
Li, Jing;
Kume, Masanori;
Fujita, Hiroshi;
Shen, Dinggang;
Zheng, Guoyan

Publication type:

Article

Spatial Patterns, Longitudinal Development, and Hemispheric Asymmetries of Cortical Thickness in Infants from Birth to 2 Years of Age.

Published in:

Journal of Neuroscience, 2015, v. 35, n. 24, p. 9150, doi. 10.1523/JNEUROSCI.4107-14.2015

By:

Gang Li;
Weili Lin;
Gilmore, John H.;
Dinggang Shen

Publication type:

Article

Multitask deep learning model based on multimodal data for predicting prognosis of rectal cancer: a multicenter retrospective study.

Published in:

BMC Medical Informatics & Decision Making, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12911-025-03050-3

By:

Ma, Qiong;
Meng, Runqi;
Li, Ruiting;
Dai, Ling;
Shen, Fu;
Yuan, Jie;
Sun, Danqi;
Li, Manman;
Fu, Caixia;
Li, Rong;
Feng, Feng;
Li, Yonggang;
Tong, Tong;
Gu, Yajia;
Sun, Yiqun;
Shen, Dinggang

Publication type:

Article

Machine learning in orthodontics: Introducing a 3D auto-segmentation and auto-landmark finder of CBCT images to assess maxillary constriction in unilateral impacted canine patients.

Published in:

Angle Orthodontist, 2020, v. 90, n. 1, p. 77, doi. 10.2319/012919-59.1

By:

Chen, Si;
Wang, Li;
Li, Gang;
Wu, Tai-Hsien;
Diachina, Shannon;
Tejera, Beatriz;
Kwon, Jane Jungeun;
Lin, Feng-Chang;
Lee, Yan-Ting;
Xu, Tianmin;
Shen, Dinggang;
Ko, Ching-Chang

Publication type:

Article

Special issue on machine learning and deep learning in magnetic resonance.

Published in:

NMR in Biomedicine, 2022, v. 35, n. 4, p. 1, doi. 10.1002/nbm.4713

By:

Zhang, Hui;
Alexander, Daniel C.;
Shen, Dinggang;
Yap, Pew‐Thian

Publication type:

Article

Machine learning in medical imaging.

Published in:

2013

By:

Yan, Pingkun;
Suzuki, Kenji;
Wang, Fei;
Shen, Dinggang

Publication type:

Editorial

A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images.

Published in:

Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-29637-2

By:

Cui, Zhiming;
Fang, Yu;
Mei, Lanzhuju;
Zhang, Bojun;
Yu, Bo;
Liu, Jiameng;
Jiang, Caiwen;
Sun, Yuhang;
Ma, Lei;
Huang, Jiawei;
Liu, Yang;
Zhao, Yue;
Lian, Chunfeng;
Ding, Zhongxiang;
Zhu, Min;
Shen, Dinggang

Publication type:

Article

A deep learning system for detecting diabetic retinopathy across the disease spectrum.

Published in:

Nature Communications, 2021, v. 12, n. 1, p. 1, doi. 10.1038/s41467-021-23458-5

By:

Dai, Ling;
Wu, Liang;
Li, Huating;
Cai, Chun;
Wu, Qiang;
Kong, Hongyu;
Liu, Ruhan;
Wang, Xiangning;
Hou, Xuhong;
Liu, Yuexing;
Long, Xiaoxue;
Wen, Yang;
Lu, Lina;
Shen, Yaxin;
Chen, Yan;
Shen, Dinggang;
Yang, Xiaokang;
Zou, Haidong;
Sheng, Bin;
Jia, Weiping

Publication type:

Article

Trade-offs among brain structural network characteristics across the cognitive decline process in cerebral small vessel disease.

Published in:

Frontiers in Aging Neuroscience, 2024, p. 1, doi. 10.3389/fnagi.2024.1465181

By:

Wang, Yao;
Liu, Mianxin;
Chen, Yuewei;
Qiu, Yage;
Han, Xu;
Xu, Qun;
Shen, Dinggang;
Zhou, Yan

Publication type:

Article

Estimating sparse functional brain networks with spatial constraints for MCI identification.

Published in:

PLoS ONE, 2020, v. 15, n. 7, p. 1, doi. 10.1371/journal.pone.0235039

By:

Xue, Yanfang;
Zhang, Limei;
Qiao, Lishan;
Shen, Dinggang

Publication type:

Article

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data.

Published in:

Statistical Analysis & Data Mining, 2016, v. 9, n. 2, p. 75, doi. 10.1002/sam.11300

By:

Chen, Guanhua;
Liu, Yufeng;
Shen, Dinggang;
Kosorok, Michael R.

Publication type:

Article

Diagnosis of Autism Spectrum Disorder Using Central-Moment Features From Low- and High-Order Dynamic Resting-State Functional Connectivity Networks.

Published in:

Frontiers in Neuroscience, 2020, v. 14, p. 1, doi. 10.3389/fnins.2020.00258

By:

Zhao, Feng;
Chen, Zhiyuan;
Rekik, Islem;
Lee, Seong-Whan;
Shen, Dinggang

Publication type:

Article

Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches.

Published in:

Frontiers in Neuroscience, 2020, v. 14, p. 1, doi. 10.3389/fnins.2020.00027

By:

Kurc, Tahsin;
Bakas, Spyridon;
Ren, Xuhua;
Bagari, Aditya;
Momeni, Alexandre;
Huang, Yue;
Zhang, Lichi;
Kumar, Ashish;
Thibault, Marc;
Qi, Qi;
Wang, Qian;
Kori, Avinash;
Gevaert, Olivier;
Zhang, Yunlong;
Shen, Dinggang;
Khened, Mahendra;
Ding, Xinghao;
Krishnamurthi, Ganapathy;
Kalpathy-Cramer, Jayashree;
Davis, James

Publication type:

Article

Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection.

Published in:

Frontiers in Neuroscience, 2019, p. N.PAG, doi. 10.3389/fnins.2019.00063

By:

Liang, Yi;
Zhang, Han;
Tan, Xin;
Liu, Jiarui;
Qin, Chunhong;
Zeng, Hui;
Zheng, Yanting;
Liu, Yujie;
Chen, Jingxian;
Leng, Xi;
Qiu, Shijun;
Shen, Dinggang

Publication type:

Article

Dilated perivascular space is related to reduced free-water in surrounding white matter among healthy adults and elderlies but not in patients with severe cerebral small vessel disease.

Published in:

Journal of Cerebral Blood Flow & Metabolism, 2021, v. 41, n. 10, p. 2561, doi. 10.1177/0271678X211005875

By:

Jiaerken, Yeerfan;
Lian, Chunfeng;
Huang, Peiyu;
Yu, Xinfeng;
Zhang, Ruiting;
Wang, Shuyue;
Hong, Hui;
Luo, Xiao;
Yap, Pew-Thian;
Shen, Dinggang;
Zhang, Minming

Publication type:

Article

Uncertainty‐aware refinement framework for ovarian tumor segmentation in CECT volume.

Published in:

Medical Physics, 2024, v. 51, n. 4, p. 2678, doi. 10.1002/mp.16795

By:

Hu, Jiaqi;
Cui, Zhiming;
Zhang, Xiao;
Zhang, Jiadong;
Ge, Yuyan;
Zhang, Honghe;
Lu, Yan;
Shen, Dinggang

Publication type:

Article

Deep learning based brain MRI registration driven by local‐signed‐distance fields of segmentation maps.

Published in:

Medical Physics, 2023, v. 50, n. 8, p. 4899, doi. 10.1002/mp.16291

By:

Yang, Yue;
Hu, Shunbo;
Zhang, Lintao;
Shen, Dinggang

Publication type:

Article

Unsupervised learning of reference bony shapes for orthognathic surgical planning with a surface deformation network.

Published in:

Medical Physics, 2021, v. 48, n. 12, p. 7735, doi. 10.1002/mp.15126

By:

Xiao, Deqiang;
Deng, Hannah;
Lian, Chunfeng;
Kuang, Tianshu;
Liu, Qin;
Ma, Lei;
Lang, Yankun;
Chen, Xu;
Kim, Daeseung;
Gateno, Jaime;
Shen, Steve Guofang;
Shen, Dinggang;
Yap, Pew‐Thian;
Xia, James J.

Publication type:

Article

Liver DCE‐MRI registration based on sparse recovery of contrast agent curves.

Published in:

Medical Physics, 2021, v. 48, n. 11, p. 6916, doi. 10.1002/mp.15193

By:

Sun, Yuhang;
Zhu, Qiaoyun;
Huang, Meiyan;
Shen, Dinggang;
Zhou, Yujia;
Feng, Qianjin

Publication type:

Article

Abnormal lung quantification in chest CT images of COVID‐19 patients with deep learning and its application to severity prediction.

Published in:

Medical Physics, 2021, v. 48, n. 4, p. 1633, doi. 10.1002/mp.14609

By:

Shan, Fei;
Gao, Yaozong;
Wang, Jun;
Shi, Weiya;
Shi, Nannan;
Han, Miaofei;
Xue, Zhong;
Shen, Dinggang;
Shi, Yuxin

Publication type:

Article

Interleaved 3D‐CNNs for joint segmentation of small‐volume structures in head and neck CT images.

Published in:

Medical Physics, 2018, v. 45, n. 5, p. 2063, doi. 10.1002/mp.12837

By:

Ren, Xuhua;
Xiang, Lei;
Nie, Dong;
Shao, Yeqin;
Zhang, Huan;
Shen, Dinggang;
Wang, Qian

Publication type:

Article

Learning-based deformable registration for infant MRI by integrating random forest with auto-context model.

Published in:

Medical Physics, 2017, v. 44, n. 12, p. 6289, doi. 10.1002/mp.12578

By:

Wei, Lifang;
Cao, Xiaohuan;
Wang, Zhensong;
Gao, Yaozong;
Hu, Shunbo;
Wang, Li;
Wu, Guorong;
Shen, Dinggang

Publication type:

Article

7T-guided super-resolution of 3T MRI.

Published in:

Medical Physics, 2017, v. 44, n. 5, p. 1661, doi. 10.1002/mp.12132

By:

Bahrami, Khosro;
Shi, Feng;
Rekik, Islem;
Gao, Yaozong;
Shen, Dinggang

Publication type:

Article

MRI-based prostate cancer detection with high-level representation and hierarchical classification.

Published in:

Medical Physics, 2017, v. 44, n. 3, p. 1028, doi. 10.1002/mp.12116

By:

Zhu, Yulian;
Wang, Li;
Liu, Mingxia;
Qian, Chunjun;
Yousuf, Ambereen;
Oto, Aytekin;
Shen, Dinggang

Publication type:

Article

Learning-based deformable image registration for infant MR images in the first year of life.

Published in:

Medical Physics, 2017, v. 44, n. 1, p. 158, doi. 10.1002/mp.12007

By:

Hu, Shunbo;
Wei, Lifang;
Gao, Yaozong;
Guo, Yanrong;
Wu, Guorong;
Shen, Dinggang

Publication type:

Article

Learning-based 3T brain MRI segmentation with guidance from 7T MRI labeling.

Published in:

Medical Physics, 2016, v. 43, n. 12, p. 6588, doi. 10.1118/1.4967487

By:

Deng, Minghui;
Yu, Renping;
Wang, Li;
Shi, Feng;
Yap, Pew Thian;
Shen, Dinggang

Publication type:

Article

Prostate deformation from inflatable rectal probe cover and dosimetric effects in prostate seed implant brachytherapy.

Published in:

Medical Physics, 2016, v. 43, n. 12, p. 6569, doi. 10.1118/1.4967481

By:

Lian, Jun;
Shao, Yeqin;
Potter, Larry D.;
Chen, Ronald C.;
Holmes, Jordan A.;
Pryser, Eleanor A.;
Shen, Jie;
Shen, Dinggang;
Wang, Andrew Z.

Publication type:

Article

Evaluating Large Language Models for Automated Reporting and Data Systems Categorization: Cross-Sectional Study.

Published in:

JMIR Medical Informatics, 2024, v. 12, p. 1, doi. 10.2196/55799

By:

Wu, Qingxia;
Li, Huali;
Wang, Yan;
Bai, Yan;
Wu, Yaping;
Yu, Xuan;
Li, Xiaodong;
Dong, Pei;
Xue, Jon;
Shen, Dinggang;
Wang, Meiyun

Publication type:

Article

Estimating Brain Functional Networks Based on Adaptively-Weighted fMRI Signals for MCI Identification.

Published in:

Frontiers in Aging Neuroscience, 2021, v. 12, p. N.PAG, doi. 10.3389/fnagi.2020.595322

By:

Chen, Huihui;
Zhang, Yining;
Zhang, Limei;
Qiao, Lishan;
Shen, Dinggang

Publication type:

Article

Deep‐Learning Generated Synthetic Material Decomposition Images Based on Single‐Energy CT to Differentiate Intracranial Hemorrhage and Contrast Staining Within 24 Hours After Endovascular Thrombectomy.

Published in:

CNS Neuroscience & Therapeutics, 2025, v. 31, n. 1, p. 1, doi. 10.1111/cns.70235

By:

Wang, Tianyu;
Jiang, Caiwen;
Ding, Weili;
Chen, Qing;
Shen, Dinggang;
Ding, Zhongxiang

Publication type:

Article

Image mosaicking using SURF features of line segments.

Published in:

PLoS ONE, 2017, v. 12, n. 3, p. 1, doi. 10.1371/journal.pone.0173627

By:

Yang, Zhanlong;
Shen, Dinggang;
Yap, Pew-Thian

Publication type:

Article

eHUGS: Enhanced Hierarchical Unbiased Graph Shrinkage for Efficient Groupwise Registration.

Published in:

PLoS ONE, 2016, v. 11, n. 1, p. 1, doi. 10.1371/journal.pone.0146870

By:

Wu, Guorong;
Peng, Xuewei;
Ying, Shihui;
Wang, Qian;
Yap, Pew-Thian;
Shen, Dan;
Shen, Dinggang

Publication type:

Article

Multilevel Deficiency of White Matter Connectivity Networks in Alzheimer’s Disease: A Diffusion MRI Study with DTI and HARDI Models.

Published in:

Neural Plasticity, 2016, p. 1, doi. 10.1155/2016/2947136

By:

Wang, Tao;
Shi, Feng;
Jin, Yan;
Yap, Pew-Thian;
Wee, Chong-Yaw;
Zhang, Jianye;
Yang, Cece;
Li, Xia;
Xiao, Shifu;
Shen, Dinggang

Publication type:

Article

Machine Learning in Medical Imaging.

Published in:

2012

By:

Kenji Suzuki;
Pingkun Yan;
Fei Wang;
Dinggang Shen

Publication type:

Editorial

Histopathological auxiliary system for brain tumour (HAS-Bt) based on weakly supervised learning using a WHO CNS5-style pipeline.

Published in:

Journal of Neuro-Oncology, 2023, v. 163, n. 1, p. 71, doi. 10.1007/s11060-023-04306-6

By:

Ma, Yixin;
Shi, Feng;
Sun, Tianyang;
Chen, Hong;
Cheng, Haixia;
Liu, Xiaojia;
Wu, Shuai;
Lu, Junfeng;
Zou, Yaping;
Zhang, Jun;
Jin, Lei;
Shen, Dinggang;
Wu, Jinsong

Publication type:

Article

Coregistration of Magnetic Resonance and Single Photon Emission Computed Tomography Images for Noninvasive Localization of Stem Cells Grafted in the Infarcted Rat Myocardium.

Published in:

Molecular Imaging & Biology, 2007, v. 9, n. 1, p. 24, doi. 10.1007/s11307-006-0062-3

By:

Dinggang Shen;
Dengfeng Liu;
Zixiong Cao;
Paul Acton;
Rong Zhou

Publication type:

Article

Artificial intelligence neuropathologist for glioma classification using deep learning on hematoxylin and eosin stained slide images and molecular markers.

Published in:

Neuro-Oncology, 2021, v. 23, n. 1, p. 44, doi. 10.1093/neuonc/noaa163

By:

Jin, Lei;
Shi, Feng;
Chun, Qiuping;
Chen, Hong;
Ma, Yixin;
Wu, Shuai;
Hameed, N U Farrukh;
Mei, Chunming;
Lu, Junfeng;
Zhang, Jun;
Aibaidula, Abudumijiti;
Shen, Dinggang;
Wu, Jinsong

Publication type:

Article