Liang Zhan

ScholarGPS® ID: 74755496764555

Affiliation
University of Pittsburgh, Pittsburgh, United States
Affiliation History

Field
Engineering and Computer Science
Discipline
Electrical and Computer Engineering
Top Specialties
Medical Imaging | Computer-assisted Interventions | Medical Image Computing | Digital Imaging | Dementia | Resting State FMRI
Metrics Summary
Publication Count
52
Predicted Citations
247
Predicted h-index
8
Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

  • Publications
  • Books
  • Patents
  • NIH/NSF
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Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model (journal article)
Tang, Haoteng | Ma, Guixiang | Guo, Lei | Fu, Xiyao | Huang, Heng | Zhan, Liang
IEEE Transactions on Neural Networks and Learning Systems, volume 35, issue 6, pages 7363-7375 (2024).
10.1109/TNNLS.2022.3220220
Cited by (5) | Cite | Source
Uncertainty Regularized Evidential Regression (journal article)
Ye, Kai | Chen, Tiejin | Wei, Hua | Zhan, Liang
Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 15, pages 16460-16468 (2024).
10.1609/aaai.v38i15.29583
Cite | Source
Ex-Vivo Hippocampus Segmentation Using Diffusion-Weighted MRI (journal article)
Tang, Haoteng | Dai, Siyuan | Zou, Eric M. | Liu, Guodong | Ahearn, Ryan | Krafty, Ryan | Modo, Michel | Zhan, Liang
Mathematics, volume 12, issue 7, pages 940- (2024).
10.3390/math12070940
Cite | Source
Temporal Alterations in White Matter in An App Knock-In Mouse Model of Alzheimer’s Disease (journal article)
Morrissey, Zachery D. | Gao, Jin | Shetti, Aashutosh | Li, Wenping | Zhan, Liang | Li, Weiguo | Fortel, Igor | Saido, Takaomi | Saito, Takashi | Ajilore, Olusola | ... | Leow, Alex D.
eneuro, volume 11, issue 2, pages ENEURO.0496-23.2024- (2024).
10.1523/ENEURO.0496-23.2024
Cite | Source
Brain MRI to PET Synthesis and Amyloid Estimation in Alzheimer’s Disease via 3D Multimodal Contrastive GAN (book chapter)
In Machine Learning in Medical Imaging
Jin, Yan | DuBois, Jonathan | Zhao, Chongyue | Zhan, Liang | Gabelle, Audrey | Jahanshad, Neda | Thompson, Paul M. | Gafson, Arie | Belachew, Shibeshih
Springer Nature Switzerland (2024)
10.1007/978-3-031-45673-2_10
Cited by (1) | Cite | Source
Neighborhood Perceptions Are Associated With Intrinsic Amygdala Activity and Resting-State Connectivity With Salience Network Nodes Among Older Adults (journal article)
Ortiz-Whittingham, Lola R. | Zhan, Liang | Ortiz-Chaparro, Erika N. | Baumer, Yvonne | Zenk, Shannon | Lamar, Melissa | Powell-Wiley, Tiffany M.
Psychosomatic Medicine, volume 86, issue 2, pages 116-123 (2024).
10.1097/PSY.0000000000001272
Cite | Source
Enhanced simulations of whole-brain dynamics using hybrid resting-state structural connectomes (journal article)
Manos, Thanos | Diaz-Pier, Sandra | Fortel, Igor | Driscoll, Ira | Zhan, Liang | Leow, Alex
Frontiers in Computational Neuroscience, volume 17 (2023).
10.3389/fncom.2023.1295395
Cited by (1) | Cite | Source
Signatures of abnormal deviations in excitation‐inhibition balance for amyloid positive individuals (journal article)
Fortel, Igor | Zhan, Liang | Ajilore, Olusola | Wu, Yichao | Mackin, Scott R | Leow, Alex
Alzheimer's & Dementia, volume 19, issue S12 (2023).
10.1002/alz.077556
Cite | Source
Investigating the effect of neuropsychiatric symptoms on Alzheimer’s diagnosis using multi‐modal brain networks (journal article)
Guo, Lei | Zhang, Yanfu | Tang, Haoteng | Mackin, Scott R | Thompson, Paul M | Huang, Heng | Zhan, Liang
Alzheimer's & Dementia, volume 19, issue S12 (2023).
10.1002/alz.080376
Cited by (1) | Cite | Source
Spectrum-Enhanced TRCA (SE-TRCA): A novel approach for direction detection in SSVEP-based BCI (journal article)
Mijani, AmirMohammad | Cherloo, Mohammad Norizadeh | Tang, Haoteng | Zhan, Liang
Computers in Biology and Medicine, volume 166 (2023).
10.1016/j.compbiomed.2023.107488
Cited by (1) | Cite | Source
A comprehensive survey of complex brain network representation (journal article)
Tang, Haoteng | Ma, Guixiang | Zhang, Yanfu | Ye, Kai | Guo, Lei | Liu, Guodong | Huang, Qi | Wang, Yalin | Ajilore, Olusola | Leow, Alex D. | ... | Zhan, Liang
Meta-Radiology, volume 1, issue 3, pages 100046- (2023).
10.1016/j.metrad.2023.100046
Cited by (2) | Cite | Source
Disrupted Excitation-Inhibition Balance in Cognitively Normal Individuals at Risk of Alzheimer’s Disease (journal article)
Fortel, Igor | Zhan, Liang | Ajilore, Olusola | Wu, Yichao | Mackin, Scott | Leow, Alex
Journal of Alzheimer's Disease, volume 95, issue 4, pages 1449-1467 (2023).
10.3233/JAD-230035
Cited by (4) | Cite | Source
A novel multiclass-based framework for P300 detection in BCI matrix speller: Temporal EEG patterns of non-target trials vary based on their position to previous target stimuli (journal article)
Norizadeh Cherloo, Mohammad | Mijani, Amir Mohammad | Zhan, Liang | Daliri, Mohammad Reza
Engineering Applications of Artificial Intelligence, volume 123 (2023).
10.1016/j.engappai.2023.106381
Cited by (2) | Cite | Source
A convolutional neural network with pixel-wise sparse graph reasoning for COVID-19 lesion segmentation in CT images (journal article)
Jia, Haozhe | Tang, Haoteng | Ma, Guixiang | Cai, Weidong | Huang, Heng | Zhan, Liang | Xia, Yong
Computers in Biology and Medicine, volume 155 (2023).
10.1016/j.compbiomed.2023.106698
Cited by (11) | Cite | Source
BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks (journal article)
Cui, Hejie | Dai, Wei | Zhu, Yanqiao | Kan, Xuan | Gu, Antonio Aodong Chen | Lukemire, Joshua | Zhan, Liang | He, Lifang | Guo, Ying | Yang, Carl
IEEE Transactions on Medical Imaging, volume 42, issue 2, pages 493-506 (2023).
10.1109/TMI.2022.3218745
Cited by (24) | Cite | Source
Hippocampal functional connectivity across age in an App knock-in mouse model of Alzheimer's disease (journal article)
Morrissey, Zachery D. | Gao, Jin | Zhan, Liang | Li, Weiguo | Fortel, Igor | Saido, Takaomi | Saito, Takashi | Bakker, Arnold | Mackin, Scott | Ajilore, Olusola | ... | Leow, Alex D.
Frontiers in Aging Neuroscience, volume 14 (2023).
10.3389/fnagi.2022.1085989
Cited by (4) | Cite | Source
3D bi-directional transformer U-Net for medical image segmentation (journal article)
Fu, Xiyao | Sun, Zhexian | Tang, Haoteng | Zou, Eric M. | Huang, Heng | Wang, Yong | Zhan, Liang
Frontiers in Big Data, volume 5 (2023).
10.3389/fdata.2022.1080715
Cited by (3) | Cite | Source
Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data (book chapter)
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
Ye, Kai | Tang, Haoteng | Dai, Siyuan | Guo, Lei | Liu, Johnny Yuehan | Wang, Yalin | Leow, Alex | Thompson, Paul M. | Huang, Heng | Zhan, Liang
Springer Nature Switzerland (2023)
10.1007/978-3-031-43898-1_14
Cited by (2) | Cite | Source
Signed graph representation learning for functional-to-structural brain network mapping (journal article)
Tang, Haoteng | Guo, Lei | Fu, Xiyao | Wang, Yalin | Mackin, Scott | Ajilore, Olusola | Leow, Alex D. | Thompson, Paul M. | Huang, Heng | Zhan, Liang
Medical Image Analysis, volume 83 (2023).
10.1016/j.media.2022.102674
Cited by (5) | Cite | Source
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks (Extended Abstract) (conference)
Cui, Hejie | Dai, Wei | Zhu, Yanqiao | Kan, Xuan | Aodong Chen Gu, Antonio | Lukemire, Joshua | Zhan, Liang | He, Lifang | Guo, Ying | Yang, Carl
2022 IEEE International Conference on Big Data (Big Data) (2022)
Osaka, Japan
10.1109/BigData55660.2022.10020992
Cited by (5) | Cite | Source