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Author Details

Dinggang Shen
ShanghaiTech University.
2001
897
86
PMIDPaper TitleJournal TitlePublished Year
37368810DSMT-Net: Dual Self-Supervised Multi-Operator Transformation for Multi-Source Endoscopic Ultrasound Diagnosis.IEEE Trans Med Imaging2024
37756173An Anatomy- and Topology-Preserving Framework for Coronary Artery Segmentation.IEEE Trans Med Imaging2024
37695966Joint Cross-Attention Network With Deep Modality Prior for Fast MRI Reconstruction.IEEE Trans Med Imaging2024
34874872Breast Tumor Segmentation in DCE-MRI With Tumor Sensitive Synthesis.IEEE Trans Neural Netw Learn Syst2023
37854586HIGH-DIMENSIONAL FACTOR REGRESSION FOR HETEROGENEOUS SUBPOPULATIONS.Stat Sin2023
37482033TransDose: Transformer-based radiotherapy dose prediction from CT images guided by super-pixel-level GCN classification.Med Image Anal2023
37657365A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders.Med Image Anal2023
37517139Mapping the evolution of regional brain network efficiency and its association with cognitive abilities during the first twenty-eight months of life.Dev Cogn Neurosci2023
37616143Individualized Assessment of Brain Aβ Deposition With fMRI Using Deep Learning.IEEE J Biomed Health Inform2023
37607152Brain Status Transferring Generative Adversarial Network for Decoding Individualized Atrophy in Alzheimer's Disease.IEEE J Biomed Health Inform2023
37339027Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity.IEEE Trans Neural Netw Learn Syst2023
37031665Mine local homogeneous representation by interaction information clustering with unsupervised learning in histopathology images.Comput Methods Programs Biomed2023
36446007TW-Net: Transformer Weighted Network for Neonatal Brain MRI Segmentation.IEEE J Biomed Health Inform2023
365152193D-MASNet: 3D mixed-scale asymmetric convolutional segmentation network for 6-month-old infant brain MR images.Hum Brain Mapp2023
36272236Bidirectional prediction of facial and bony shapes for orthognathic surgical planning.Med Image Anal2023
36094985Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution.IEEE Trans Med Imaging2023
32721906Attention-Guided Hybrid Network for Dementia Diagnosis With Structural MR Images.IEEE Trans Cybern2022
35544487Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning.IEEE Trans Med Imaging2022
35471877Diffusion Kernel Attention Network for Brain Disorder Classification.IEEE Trans Med Imaging2022
35666796Two-Stage Mesh Deep Learning for Automated Tooth Segmentation and Landmark Localization on 3D Intraoral Scans.IEEE Trans Med Imaging2022
35363610Multimodal MRI Reconstruction Assisted With Spatial Alignment Network.IEEE Trans Med Imaging2022
35877799Multiple B-Value Model-Based Residual Network (MORN) for Accelerated High-Resolution Diffusion-Weighted Imaging.IEEE J Biomed Health Inform2022
34952542Influence of gonadal steroids on cortical surface area in infancy.Cereb Cortex2022
35253294Special issue on machine learning and deep learning in magnetic resonance.NMR Biomed2022
35100427Development and validation of a deep-learning model for detecting brain metastases on 3D post-contrast MRI: a multi-center multi-reader evaluation study.Neuro Oncol2022
34979432Adaptive rectification based adversarial network with spectrum constraint for high-quality PET image synthesis.Med Image Anal2022
35085074Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis.IEEE Trans Med Imaging2022
34932474Recurrent Tissue-Aware Network for Deformable Registration of Infant Brain MR Images.IEEE Trans Med Imaging2022
35171766Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis With Imbalanced Modalities.IEEE Trans Med Imaging2022
35196250GAN-Guided Deformable Attention Network for Identifying Thyroid Nodules in Ultrasound Images.IEEE J Biomed Health Inform2022
34383647Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation.IEEE Trans Med Imaging2022
34705640Semi-Supervised Deep Transfer Learning for Benign-Malignant Diagnosis of Pulmonary Nodules in Chest CT Images.IEEE Trans Med Imaging2022
34705632Constructing Multi-View High-Order Functional Connectivity Networks for Diagnosis of Autism Spectrum Disorder.IEEE Trans Biomed Eng2022
34700245Assessing clinical progression from subjective cognitive decline to mild cognitive impairment with incomplete multi-modal neuroimages.Med Image Anal2022
34837154Altered Connectedness of the Brain Chronnectome During the Progression to Alzheimer's Disease.Neuroinformatics2022
34565913Weakly Supervised Segmentation of COVID19 Infection with Scribble Annotation on CT Images.Pattern Recognit2022
34714743Two-Stream Graph Convolutional Network for Intra-Oral Scanner Image Segmentation.IEEE Trans Med Imaging2022
34826797Multi-Class ASD Classification via Label Distribution Learning with Class-Shared and Class-Specific Decomposition.Med Image Anal2022
34347591Learning Brain Functional Networks With Latent Temporal Dependency for MCI Identification.IEEE Trans Biomed Eng2022
34231837Genetic Influences on Longitudinal Trajectories of Cortical Thickness and Surface Area during the First 2 Years of Life.Cereb Cortex2022
34003755Cross-Model Attention-Guided Tumor Segmentation for 3D Automated Breast Ultrasound (ABUS) Images.IEEE J Biomed Health Inform2022
34280112Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease.IEEE J Biomed Health Inform2022
33306476Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis.IEEE Trans Cybern2022
32305937Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19.IEEE Rev Biomed Eng2021
37492170Review and Prospect: Artificial Intelligence in Advanced Medical Imaging.Front Radiol2021
37492165Grand Challenges in Radiology.Front Radiol2021
33828457A Novel Unit-Based Personalized Fingerprint Feature Selection Strategy for Dynamic Functional Connectivity Networks.Front Neurosci2021
33848243HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images.IEEE Trans Med Imaging2021
33761446An artificial-intelligence lung imaging analysis system (ALIAS) for population-based nodule computing in CT scans.Comput Med Imaging Graph2021
337111873D morphometric quantification of maxillae and defects for patients with unilateral cleft palate via deep learning-based CBCT image auto-segmentation.Orthod Craniofac Res2021
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Collaborators

Christos Davatzikos
University of Pennsylvania
Co-authored papers 45
Hongtu Zhu
University of North Carolina
Co-authored papers 26
Tianming Liu
Department of Computer Science and Bioimaging Research Center, University of Georgia
Co-authored papers 20
Heng Huang
University of Pittsburgh
Co-authored papers 12
Guofang Shen
Co-authored papers 12
Kai Xia
Co-authored papers 4
Raquel E Gur
University of Pennsylvania Perelman School of Medicine
Co-authored papers 3
Yu Zhao
Siemens Healthineers
Co-authored papers 3
Joseph G Ibrahim
University of North Carolina
Co-authored papers 3
Danny J J Wang
Stevens Neuroimaging and Informatics Institute, University of Southern California
Co-authored papers 3
Qiong Yang
Co-authored papers 3
Xiaoqian Wang
University of Pittsburgh
Co-authored papers 3
Yakang Dai
Co-authored papers 3
Guido Gerig
New York University
Co-authored papers 2
Brian M Feldman
Co-authored papers 2
Weiping Jia
Co-authored papers 2
Miaojun Han
Department of Research and Development, Shanghai United Imaging Intelligence Co.
Co-authored papers 2
Wendy Kimryn Rathmell
Co-authored papers 2
Xiang Li
Massachusetts General Hospital and Harvard Medical School
Co-authored papers 2
Peipeng Liang
Capital Normal University
Co-authored papers 2
Fei Zou
Co-authored papers 2
James E Schmitt
Hospital of the University of Pennsylvania
Co-authored papers 2
Andrew C Todd
Co-authored papers 1
Lenore J Launer
Co-authored papers 1
Baris Turkbey
National Cancer Institute, National Institutes of Health
Co-authored papers 1
Guanhua Chen
University of Wisconsin-Madison
Co-authored papers 1
Joseph Piven
Oregon Health & Science University
Co-authored papers 1
Joel Saltz
Stony Brook University
Co-authored papers 1
Walter F Stewart
Medcurio Inc.
Co-authored papers 1
Wei Zhang
The Third Hospital of Hebei Medical University
Co-authored papers 1
Release 1.2