JL
Jinglei Lv
Magnetic Resonance ImagingBrainConnectomefMRIWhite MatterBrain Mappingcs.LGAlgorithmsSparse representationcs.CV
On Valency
published · living versionsW_rtewb4hs·v1 · currentpublished
Interpretable Brain Age Prediction Using White Matter Fiber Orientation Distributions with Rotation-Equivariant Deep Learning
with Chenyang Fan, Robert D. Sanders, Elie Matar, Yixuan Yuan +3
1 version
Preprints & journals
107 papers in the corpus · 2010–2026White matter hyperintensities and the structural connectome: a network perspective on clinical heterogeneity.42777538 · Mazini, Bianca, Seguin, Caio, Lv, Jinglei et al.2026 · 0 citationsNeuroImage. Clinical. 2026;52:104060
Diabetes-TyG interaction and mortality in critical cerebrovascular disease: a retrospective cohort study.42575920 · Wang, Hui, Ding, Xiaojun, Cao, Xuelei et al.2026 · 0 citationsScientific reports. 2026;16(1)
Streamline-Based Analysis: A novel framework for tractogram-driven streamline-wise statistical inference.42466398 · Zanoni, Simone, Lv, Jinglei, Naismith, Sharon L et al.2026 · 0 citationsResearch square. 2026
One-Year Brain Structural Changes Are Associated with Postoperative Delirium and Delayed Resolution of Interleukin-6.42145626 · Lv, Jinglei, Taylor, Jennifer, Curtis, Samantha et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Multimodal ultra-high-field MRI, clinical, cognitive, and genetic profiles across the ALS-FTD spectrum.42156779 · Shaw, Thomas B, Al Najjar, Aiman, Barth, Markus et al.2026 · 1 citationScientific data. 2026;13(1)
Towards a general-purpose foundation model for functional MRI analysis.42026120 · Wang, Cheng, Jiang, Yu, Peng, Zhihao et al.2026 · 4 citationsNature biomedical engineering. 2026
White matter pathways mediating dorsolateral prefrontal TMS therapy for depression.41981337 · Seguin, Caio, Mansour L, Sina, Betzel, Richard F et al.2026 · 4 citationsNature neuroscience. 2026;29(5):1048-1053
White matter changes in reward circuits of amyotrophic lateral sclerosis: a fixel-based study of appetite loss.41896845 · Chang, Jeryn, Lipscombe, Harry, Lv, Jinglei et al.2026 · 2 citationsBMC medicine. 2026;24(1)
A Data-Driven Method to Map the Functional Organisation of Human Brain White Matter2602.18715v1 · Yifei Sun, James M. Shine, Robert D. Sanders et al.2026 · 0 citationsarXiv
Voxel-Level Brain States Prediction Using Swin Transformer.41359725 · Sun, Yifei, Chahine, Daniel, Wen, Qinghao et al.2025 · 4 citationsIEEE journal of biomedical and health informatics. 2025;29(12):8719-8726
Disentangling structure-function relationships between the human hippocampus and the whole brain using track-weighted dynamic functional connectivity.41279306 · Dalton, Marshall A, Lv, Jinglei, Sun, Yifei et al.2025 · 0 citationsbioRxiv : the preprint server for biology. 2025
Age Sensitive Hippocampal Functional Connectivity: New Insights from 3D CNNs and Saliency Mapping.41019221 · Sun, Yifei, Dalton, Marshall A, Sanders, Robert D et al.2025 · 0 citationsArXiv. 2025
Towards a general-purpose foundation model for fMRI analysis2506.11167v2 · Cheng Wang, Yu Jiang, Zhihao Peng et al.2025 · 2 citationsarXiv
Unveiling complex brain dynamics during movie viewing via deep recurrent autoencoder model.40157466 · Wang, Kexin, Song, Limei, Li, Zhaowei et al.2025 · 3 citationsNeuroImage. 2025;310:121177
An fMRI dataset for appetite neural correlates in people living with Motor Neuron Disease.40113810 · Chang, Jeryn, Lv, JingLei, Guo, Christine C et al.2025 · 4 citationsScientific data. 2025;12(1):466
Appetite loss in patients with motor neuron disease: impact on weight loss and neural correlates of visual food cues.40144301 · Chang, Jeryn, Shaw, Thomas B, McCombe, Pamela A et al.2025 · 7 citationsBrain communications. 2025;7(2):fcaf111
Quantifying neurodegeneration within subdivisions of core motor pathways in amyotrophic lateral sclerosis using diffusion MRI.39969638 · Almgren, Hannes, Mahoney, Colin J, Huynh, William et al.2025 · 3 citationsJournal of neurology. 2025;272(3):215
Neuroanatomical pathways of TMS therapy for depression10.1101/2025.02.10.25322034v2 · Seguin, C., Mansour, S., Betzel, R. F. et al.2025 · 1 citationmedRxiv
Predicting Human Brain States with Transformer2412.19814v1 · Yifei Sun, Mariano Cabezas, Jiah Lee et al.2024 · 5 citationsarXiv
GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-Resolved EEG Motor Imagery Signals.36099220 · Hou, Yimin, Jia, Shuyue, Lun, Xiangmin et al.2024 · 198 citationsIEEE transactions on neural networks and learning systems. 2024;35(6):7312-7323
MEET: A Multi-Band EEG Transformer for Brain States Decoding.38055365 · Shi, Enze, Yu, Sigang, Kang, Yanqing et al.2024 · 39 citationsIEEE transactions on bio-medical engineering. 2024;71(5):1442-1453
Arousal modulates the amygdala-insula reciprocal connectivity during naturalistic emotional movie watching.37562718 · Wang, Liting, Hu, Xintao, Ren, Yudan et al.2023 · 17 citationsNeuroImage. 2023;279:120316
Distortion correction of functional MRI without reverse phase encoding scans or field maps.37400042 · Yu, Tian, Cai, Leon Y, Torrisi, Salvatore et al.2023 · 13 citationsMagnetic resonance imaging. 2023;103:18-27
Does Exercise Attenuate Disease Progression in People With Parkinson's Disease? A Systematic Review With Meta-Analyses.37166181 · Li, Jiecheng A, Loevaas, Marte B, Guan, Catherine et al.2023 · 40 citationsNeurorehabilitation and neural repair. 2023;37(5):328-352
Editorial: Current advances in multimodal human brain imaging and analysis across the lifespan: From mapping to state prediction.36860619 · Banihashemi, Layla, Lv, Jinglei, Wu, Minjie et al.2026 · 4 citationsFrontiers in neuroscience. 2023;17:1153035
Erratum to: Gradual changes in microarchitectural properties of cortex and juxtacortical white matter: Observed by anatomical and diffusion MRI (Magn Reson Med. 2022; 88: 2485-2503).36763838 · Ali, Tonima S, Lv, Jinglei, Calamante, Fernando2023 · 0 citationsMagnetic resonance in medicine. 2023;89(5):2142-2144
Editorial: Computational modeling methods for naturalistic neuroimaging data.36743700 · Ren, Yudan, Liu, Huan, Zhang, Shu et al.2023 · 0 citationsFrontiers in computational neuroscience. 2023;17:1117945
Hippocampal Neuronal Integrity and Functional Connectivity Within the Default Mode Network in Mild Cognitive Impairment: A Multimodal Investigation.36367166 · DeMayo, Marilena M, Lv, Jinglei, Duffy, Shantel L et al.2023 · 4 citationsBrain connectivity. 2023;13(3):143-153
Editorial: Multi-dimensional characterization of neuropsychiatric disorders.36532275 · Wang, Peng, Zhao, Shijie, Li, Xiang et al.2022 · 0 citationsFrontiers in neuroscience. 2022;16:1089886
New insights into anatomical connectivity along the anterior-posterior axis of the human hippocampus using in vivo quantitative fibre tracking.36345716 · Dalton, Marshall A, D'Souza, Arkiev, Lv, Jinglei et al.2022 · 86 citationseLife. 2022;11
Building a tissue-unbiased brain template of fiber orientation distribution and tractography with multimodal registration.36299169 · Lv, Jinglei, Zeng, Rui, Ho, Mai Phuong et al.2022 · 17 citationsMagnetic resonance in medicine. 2023;89(3):1207-1220
Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models.36272672 · Bayer, Johanna M M, Dinga, Richard, Kia, Seyed Mostafa et al.2022 · 83 citationsNeuroImage. 2022;264:119699
An explainable deep learning framework for characterizing and interpreting human brain states.36370512 · Zhang, Shu, Wang, Junxin, Yu, Sigang et al.2022 · 22 citationsMedical image analysis. 2023;83:102665
Publisher Correction: Brain charts for the human lifespan.36151472 · Bethlehem, R A I, Seidlitz, J, White, S R et al.2026 · 13 citationsNature. 2022;610(7931):E6
Gradual changes in microarchitectural properties of cortex and juxtacortical white matter: Observed by anatomical and diffusion MRI.36045582 · Ali, Tonima S, Lv, Jinglei, Calamante, Fernando2022 · 8 citationsMagnetic resonance in medicine. 2022;88(6):2485-2503
Gyral Hinges Account for the Highest Cost and the Highest Communication Capacity in a Corticocortical Network.34875041 · He, Zhibin, Du, Lei, Huang, Ying et al.2022 · 21 citationsCerebral cortex (New York, N.Y. : 1991). 2022;32(16):3359-3376
Structural connections between the noradrenergic and cholinergic system shape the dynamics of functional brain networks.35809888 · Taylor, N L, D'Souza, A, Munn, B R et al.2022 · 42 citationsNeuroImage. 2022;260:119455
Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs).35749981 · Yan, Jiadong, Chen, Yuzhong, Xiao, Zhenxiang et al.2022 · 42 citationsMedical image analysis. 2022;80:102518
Building a Tissue-unbiased Brain Template of Fibre Orientation Distribution and Tractography with Multimodal Registration10.1101/2022.04.13.488117v1 · Lv, J., Zeng, R., Ho, M. P. et al.2022 · 2 citationsbioRxiv
FOD-Net: A deep learning method for fiber orientation distribution angular super resolution.35397471 · Zeng, Rui, Lv, Jinglei, Wang, He et al.2022 · 34 citationsMedical image analysis. 2022;79:102431
Brain charts for the human lifespan.35388223 · Bethlehem, R A I, Seidlitz, J, White, S R et al.2022 · 1,805 citationsNature. 2022;604(7906):525-533
Deep Feature Mining via the Attention-Based Bidirectional Long Short Term Memory Graph Convolutional Neural Network for Human Motor Imagery Recognition.35223807 · Hou, Yimin, Jia, Shuyue, Lun, Xiangmin et al.2022 · 43 citationsFrontiers in bioengineering and biotechnology. 2021;9:706229
Cell type-specific manifestations of cortical thickness heterogeneity in schizophrenia.35145230 · Di Biase, Maria A, Geaghan, Michael P, Reay, William R et al.2022 · 60 citationsMolecular psychiatry. 2022;27(4):2052-2060
Control energy assessment of spatial interactions among macro-scale brain networks.35072300 · Yuan, Jing, Ji, Senquan, Luo, Liao et al.2022 · 8 citationsHuman brain mapping. 2022;43(7):2181-2203
Multi-timepoint pattern analysis: Influence of personality and behavior on decoding context-dependent brain connectivity dynamics.34859934 · Ganesan, Saampras, Lv, Jinglei, Zalesky, Andrew2022 · 11 citationsHuman brain mapping. 2022;43(4):1403-1418
Centering inclusivity in the design of online conferences-An OHBM-Open Science perspective.34414422 · Levitis, Elizabeth, van Praag, Cassandra D Gould, Gau, Rémi et al.2022 · 56 citationsGigaScience. 2021;10(8)
White Matter Alterations Between Brain Network Hubs Underlie Processing Speed Impairment in Patients With Schizophrenia.34901867 · Klauser, Paul, Cropley, Vanessa L, Baumann, Philipp S et al.2021 · 10 citationsSchizophrenia bulletin open. 2021;2(1):sgab033
Network Analysis of Symptom Comorbidity in Schizophrenia: Relationship to Illness Course and Brain White Matter Microstructure.33693887 · Ye, Hua, Zalesky, Andrew, Lv, Jinglei et al.2021 · 20 citationsSchizophrenia bulletin. 2021;47(4):1156-1167
Per- and post-remote ischemic conditioning attenuates ischemic brain injury via inhibition of the TLR4/MyD88 signaling pathway in aged rats.34185099 · Lv, Jinglei, Yan, Wenjing, Zhou, Jie et al.2021 · 13 citationsExperimental brain research. 2021;239(8):2561-2567
Valuation system connectivity is correlated with poly-drug use in young adults.34214618 · Loganathan, Kavinash, Lv, Jinglei, Cropley, Vanessa et al.2021 · 4 citationsNeuroscience research. 2021;173:114-120
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