Mingxia Liu

University of North Carolina at Chapel Hill

NeuroscienceComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 51 papers. Top paper: “Spatially-Constrained Fisher Representation for Brain Disease Identification With Incomplete Multi-Modal Neuroimages”.

Spatially-Constrained Fisher Representation for Brain Disease Identification With Incomplete Multi-Modal Neuroimages

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.2983085

N/A

0DataRank · unranked

97 citations

Mingxia Liu, Chunfeng Lian, Yong Xia, Dinggang Shen, Yongsheng Pan

Boundary Coding Representation for Organ Segmentation in Prostate Cancer Radiotherapy

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.3025517

N/A

0DataRank · unranked

29 citations

Mingxia Liu, Jun Lian, Dinggang Shen, Shuai Wang

Deep Bayesian Hashing With Center Prior for Multi-Modal Neuroimage Retrieval

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.3030752

N/A

0DataRank · unranked

25 citations

Mingxia Liu, Dongren Yao, Bing Cao, Chunfeng Lian, Pew‐Thian Yap +2 more

Inherent Structure-Based Multiview Learning With Multitemplate Feature Representation for Alzheimer's Disease Diagnosis

UNC Libraries(2020)10.17615/1xkz-wr04

N/A

0DataRank · unranked

8 citations

Daoqiang Zhang, Ehsan Adeli, Dinggang Shen, Mingxia Liu

Domain Transfer Learning for MCI Conversion Prediction

UNC Libraries(2020)10.17615/k6jq-ja54

N/A

0DataRank · unranked

8 citations

Mingxia Liu, Brent C. Munsell, Bo Cheng, Daoqiang Zhang, Dinggang Shen

Relationship Induced Multi-Template Learning for Diagnosis of Alzheimer’s Disease and Mild Cognitive Impairment

UNC Libraries(2020)10.17615/ba5g-yn54

N/A

0DataRank · unranked

8 citations

Daoqiang Zhang, Mingxia Liu, Dinggang Shen

Temporally Constrained Group Sparse Learning for Longitudinal Data Analysis in Alzheimer's Disease

UNC Libraries(2020)10.17615/kaxp-8m19

N/A

0DataRank · unranked

4 citations

Daoqiang Zhang, Jun Liu, Dinggang Shen, Biao Jie, Mingxia Liu

Multi-Domain Transfer Learning for Early Diagnosis of Alzheimer’s Disease

UNC Libraries(2020)10.17615/ewq8-dy32

N/A

0DataRank · unranked

4 citations

Daoqiang Zhang, Zuoyong Li, Bo Cheng, Mingxia Liu, Dinggang Shen

A Hierarchical Feature and Sample Selection Framework and Its Application for Alzheimer’s Disease Diagnosis

UNC Libraries(2020)10.17615/ppv2-1290

N/A

0DataRank · unranked

3 citations

Dinggang Shen, Seong–Whan Lee, Mingxia Liu, Jun Zhang, Le An +1 more

Erratum to “Deep Learning for Fast and Spatially Constrained Tissue Quantification From Highly Accelerated Data in Magnetic Resonance Fingerprinting” [Oct 19 2364-2374]

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2019.2962345

N/A

0DataRank · unranked

0 citations

Yong Chen, Mingxia Liu, Lei Xiang, Qian Zhang, Qian Wang +3 more

Multimodal manifold-regularized transfer learning for MCI conversion prediction

UNC Libraries(2020)10.17615/df1t-3m56

N/A

0DataRank · unranked

0 citations

Heung‐Il Suk, Dinggang Shen, Bo Cheng, Mingxia Liu, Daoqiang Zhang

A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3051604

N/A

0DataRank · unranked

179 citations

Jing Sui （Beijing Normal University）， my correct affiliation is beijing normal university, not Qingdao University of Science and Technology, please correct the current affiliation. Thank you, Mingliang Wang, Erkun Yang, Yeerfan Jiaerken, Na Luo +4 more

Multi-site MRI harmonization via attention-guided deep domain adaptation for brain disorder identification

Medical Image Analysis(2021)10.1016/j.media.2021.102076

N/A

0DataRank · unranked

141 citations

Yunbi Liu, Erkun Yang, Pew‐Thian Yap, Dinggang Shen, Mingxia Liu +1 more

Apolipoprotein M and Sphingosine-1-Phosphate Receptor 1 Promote the Transendothelial Transport of High-Density Lipoprotein

Arteriosclerosis Thrombosis and Vascular Biology(2021)10.1161/atvbaha.121.316725

N/A

0DataRank · unranked

28 citations

Lucia Rohrer, Francesco Potì, R. Feuerborn, Damir Perisa, Dongdong Wang +14 more

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

Frontiers in Neuroscience(2021)10.3389/fnins.2021.634124

N/A

0DataRank · unranked

13 citations

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

Unsupervised cross-domain functional MRI adaptation for automated major depressive disorder identification

Medical Image Analysis(2022)10.1016/j.media.2022.102707

N/A

0DataRank · unranked

65 citations

Mingliang Wang, Guy G. Potter, Mingxia Liu, Yuqi Fang

Associations of lifetime concussion history and repetitive head impact exposure with resting-state functional connectivity in former collegiate American football players: An NCAA 15-year follow-up study

PLoS ONE(2022)10.1371/journal.pone.0273918

N/A

0DataRank · unranked

7 citations

Jacob R. Powell, Benjamin L. Brett, Weiyan Yin, Zachary Y. Kerr, Mingxia Liu +4 more

Detecting type 2 diabetes mellitus cognitive impairment using whole-brain functional connectivity

Scientific Reports(2023)10.1038/s41598-023-28163-5

N/A

0DataRank · unranked

30 citations

Yuqi Fang, Xin Tan, Shangyu Kang, Xiaomei Yue, Yawen Rao +5 more

DomainATM: Domain adaptation toolbox for medical data analysis

NeuroImage(2023)10.1016/j.neuroimage.2023.119863

N/A

0DataRank · unranked

24 citations

Mingxia Liu, Hao Guan

Addressing multi‐site functional MRI heterogeneity through dual‐expert collaborative learning for brain disease identification

Human Brain Mapping(2023)10.1002/hbm.26343

N/A

0DataRank · unranked

18 citations

Guy G. Potter, Di Wu, Hongtu Zhu, Mingxia Liu, Yuqi Fang

Brain Anatomy-Guided MRI Analysis for Assessing Clinical Progression of Cognitive Impairment with Structural MRI

Lecture notes in computer science(2023)10.1007/978-3-031-43993-3_11

N/A

0DataRank · unranked

3 citations

Jinjian Wu, Lihong Wang, Li Wang, David C. Steffens, Shijun Qiu +3 more

Hybrid Multimodality Fusion with Cross-Domain Knowledge Transfer to Forecast Progression Trajectories in Cognitive Decline

Lecture notes in computer science(2023)10.1007/978-3-031-47425-5_24

N/A

0DataRank · unranked

3 citations

Yunbi Liu, Jinjian Wu, Andrea Bozoki, Shijun Qiu, Ling Yue +2 more

Structural MRI Harmonization via Disentangled Latent Energy-Based Style Translation

Lecture notes in computer science(2023)10.1007/978-3-031-45673-2_1

N/A

0DataRank · unranked

1 citations

Lintao Zhang, Pew‐Thian Yap, Weili Lin, Hongtu Zhu, Mingxia Liu +1 more

Deep Bayesian Quantization for Supervised Neuroimage Search

Lecture notes in computer science(2023)10.1007/978-3-031-45676-3_40

N/A

0DataRank · unranked

0 citations

Cheng Deng, Mingxia Liu, Erkun Yang

Federated learning for medical image analysis: A survey

Pattern Recognition(2024)10.1016/j.patcog.2024.110424

N/A

0DataRank · unranked

408 citations

Pew‐Thian Yap, Andrea Bozoki, Mingxia Liu, Hao Guan

Source-free unsupervised domain adaptation: A survey

Neural Networks(2024)10.1016/j.neunet.2024.106230

N/A

0DataRank · unranked

142 citations

Pew‐Thian Yap, Weili Lin, Hongtu Zhu, Mingxia Liu, Yuqi Fang

Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI

IEEE Transactions on Biomedical Engineering(2024)10.1109/tbme.2024.3370415

N/A

0DataRank · unranked

26 citations

Wei Wang, Yuqi Fang, Pew‐Thian Yap, Hongtu Zhu, Hongjun Li +3 more

Source-free collaborative domain adaptation via multi-perspective feature enrichment for functional MRI analysis

Pattern Recognition(2024)10.1016/j.patcog.2024.110912

N/A

0DataRank · unranked

24 citations

Jinjian Wu, Qianqian Wang, Shijun Qiu, Andrea Bozoki, Mingxia Liu +1 more

Self-supervised graph contrastive learning with diffusion augmentation for functional MRI analysis and brain disorder detection

Medical Image Analysis(2024)10.1016/j.media.2024.103403

N/A

0DataRank · unranked

19 citations

Yuqi Fang, Qianqian Wang, Pew‐Thian Yap, Hongtu Zhu, Mingxia Liu +1 more

Disentangled latent energy-based style translation: An image-level structural MRI harmonization framework

Neural Networks(2024)10.1016/j.neunet.2024.107039

N/A

0DataRank · unranked

9 citations

Lintao Zhang, Pew‐Thian Yap, Hongtu Zhu, Mingxia Liu, Mengqi Wu

ACTION: Augmentation and computation toolbox for brain network analysis with functional MRI

NeuroImage(2024)10.1016/j.neuroimage.2024.120967

N/A

0DataRank · unranked

9 citations

Junhao Zhang, Limin Wang, Qianqian Wang, Mingxia Liu, Yuqi Fang

Hybrid representation learning for cognitive diagnosis in late-life depression over 5 years with structural MRI

Medical Image Analysis(2024)10.1016/j.media.2024.103135

N/A

0DataRank · unranked

8 citations

L Wang, Minhui Yu, Rong Wu, David C. Steffens, Guy G. Potter +2 more

Identifying Autism Spectrum Disorder With Multi-Site fMRI via Low-Rank Domain Adaptation

UNC Libraries(2024)10.17615/rs5d-q307

N/A

0DataRank · unranked

6 citations

Mingxia Liu, Pew‐Thian Yap, Mingliang Wang, Daoqiang Zhang, Dinggang Shen +1 more

A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity

UNC Libraries(2024)10.17615/3whx-yd91

N/A

0DataRank · unranked

3 citations

Dongren Yao, Yeerfan Jiaerken, Dinggang Shen, Jing Sui （Beijing Normal University）， my correct affiliation is beijing normal university, not Qingdao University of Science and Technology, please correct the current affiliation. Thank you, Mingxia Liu +4 more