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1. Hua J, Yang Z, Jiang T, Yu S (2021) Pairwise interactions in gene expression determine a hierarchical transcriptional profile in the human brain. SCIENCE BULLETIN 66 (14):1437-1447. https://doi:10.1016/j.scib.2021.01.003
2. Cheng L, Zhang Y, Li G, Wang J, Sherwood C, Gong G, Fan L, Jiang T (2021) Connectional asymmetry of the inferior parietal lobule shapes hemispheric specialization in humans, chimpanzees, and rhesus macaques. ELIFE 10. https://doi:10.7554/eLife.67600
3. Cao D, Li Y, Tang Y (2021) Functional specificity of the left ventrolateral prefrontal cortex in positive reappraisal: A single-pulse transcranial magnetic stimulation study. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 21 (4):793-804. https://doi:10.3758/s13415-021-00881-1
4. Ma L, Tian L, Hu T, Jiang T, Zuo N (2021) Development of Individual Variability in Brain Functional Connectivity and Capability across the Adult Lifespan. CEREBRAL CORTEX 31 (8):3925-3938. https://doi:10.1093/cercor/bhab059
5. Wang H, Fan L, Song M, Liu B, Wu D, Jiang R, Li J, Li A, Banaschewski T, Bokde ALW, Quinlan EB, Desrivieres S, Flor H, Grigis A, Garavan H, Chaarani B, Gowland P, Heinz A, Ittermann B, Martinot J-L, Martinot M-LP, Artiges E, Nees F, Orfanos DP, Poustka L, Millenet S, Frohner JH, Smolka MN, Walter H, Whelan R, Schumann G, Jiang T (2021) Functional Connectivity Predicts Individual Development of Inhibitory Control during Adolescence. CEREBRAL CORTEX 31 (5):2686-2700. https://doi:10.1093/cercor/bhaa383
6. Zhuo J, Zhang Y, Liu Y, Liu B, Zhou X, Bartlett PF, Jiang T, Alzheimers Dis Neuroimaging I (2021) New Trajectory of Clinical and Biomarker Changes in Sporadic Alzheimer's Disease. CEREBRAL CORTEX 31 (7):3363-3373. https://doi:10.1093/cercor/bhab017
7. Zuo N, Hu T, Liu H, Sui J, Liu Y, Jiang T (2021) Gray Matter-Based Age Prediction Characterizes Different Regional Patterns. NEUROSCIENCE BULLETIN 37 (1):94-98. https://doi:10.1007/s12264-020-00558-8
8. Zhong G, Yang Z, Jiang T (2021) Precise Modulation Strategies for Transcranial Magnetic Stimulation: Advances and Future Directions. NEUROSCIENCE BULLETIN 37 (12):1718-1734. https://doi:10.1007/s12264-021-00781-x
9. Fan L (2021) Mapping the Human Brain: What Is the Next Frontier? Innovation (New York, NY) 2 (1):100073-100073. https://doi:10.1016/j.xinn.2020.100073
10. Song M, He J, Yang Y, Jiang T (2021) Combination of Biomedical Techniques and Paradigms to Improve Prognostications for Disorders of Consciousness. NEUROSCIENCE BULLETIN 37 (7):1082-1084. https://doi:10.1007/s12264-021-00724-6
11. Song P, Cao D, Li S, Wang R, Wang Y, Lin H (2021) Effects of hyperventilation with face mask on brain network in patients with epilepsy. EPILEPSY RESEARCH 176. https://doi:10.1016/j.eplepsyres.2021.106741
12. Si J, Zhang X, Li M, Yu J, Zhang Z, He Q, Chen S, Zhu L, Jiang T (2021) Wearable wireless real-time cerebral oximeter for measuring regional cerebral oxygen saturation. SCIENCE CHINA-INFORMATION SCIENCES 64 (1). https://doi:10.1007/s11432-020-2995-5
13. He Y, Li K, Li J, Wang J, Cheng N, Xiao J, Jiang T (2021) Cingulum White Matter Integrity as a Mediator Between Harm Avoidance and Hostility. NEUROSCIENCE 461:36-43. https://doi:10.1016/j.neuroscience.2021.02.031
14. Shi W, Fan L, Jiang T (2021) Developing Neuroimaging Biomarker for Brain Diseases with a Machine Learning Framework and the Brainnetome Atlas. NEUROSCIENCE BULLETIN 37 (10):1523-1525. https://doi:10.1007/s12264-021-00722-8
15. Li W, Li J, Cao D, Luo N, Jiang T (2021) Neural Mechanism of Noise Affecting Face Recognition. NEUROSCIENCE 468:211-219. https://doi:10.1016/j.neuroscience.2021.06.017
16. Li W, Li Y, Cao D (2021) The effectiveness of emotion cognitive reappraisal as measured by self-reported response and its link to EEG alpha asymmetry. BEHAVIOURAL BRAIN RESEARCH 400. https://doi:10.1016/j.bbr.2020.113042
17. Long H, Fan M, Yang X, Guan Q, Huang Y, Xu X, Xiao J, Jiang T (2021) Sex-related Difference in Mental Rotation Performance is Mediated by the special Functional Connectivity Between the Default Mode and Salience Networks. NEUROSCIENCE 478:65-74. https://doi:10.1016/j.neuroscience.2021.10.009
18. Li M, Yang Y, Zhang Y, Gao Y, Jing R, Dang Y, Chen X, He J, Si J (2021) Detecting Residual Awareness in Patients With Prolonged Disorders of Consciousness: An fNIRS Study. FRONTIERS IN NEUROLOGY 12. https://doi:10.3389/fneur.2021.618055
19. Sui J, Li X, Bell RP, Towe SL, Gadde S, Chen N-K, Meade CS (2021) Structural and Functional Brain Abnormalities in Human Immunodeficiency Virus Disease Revealed by Multimodal Magnetic Resonance Imaging Fusion: Association With Cognitive Function. Clinical infectious diseases : an official publication of the Infectious Diseases Society of America 73 (7):e2287-e2293. https://doi:10.1093/cid/ciaa1415
20. Cheng W, Luo N, Zhang Y, Zhang X, Tan H, Zhang D, Sui J, Yue W, Yan H (2021) DNA Methylation and Resting Brain Function Mediate the Association between Childhood Urbanicity and Better Speed of Processing. CEREBRAL CORTEX 31 (10):4709-4718. https://doi:10.1093/cercor/bhab117
21. Chung Y-C, Yun J-Y, Thong Ba N, Rami FZ, Piao YH, Li L, Lee B, Kim W-S, Sui J, Kim S-W, Lee BJ, Kim JJ, Yu J-C, Lee KY, Won S-H, Lee S-H, Kim S-H, Kang SH, Kim ET (2021) Network analysis of trauma in patients with early-stage psychosis. Sci Rep 11 (1). https://doi:10.1038/s41598-021-01574-y
22. Cui B, Hu G, Yu S, Assoc Advancement Artificial I (2021) DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning. Paper presented at the THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021
23. Ding Y, Zhao K, Che T, Du K, Sun H, Liu S, Zheng Y, Li S, Liu B, Liu Y, Alzheimers Dis Neuroimaging I (2021) Quantitative Radiomic Features as New Biomarkers for Alzheimer's Disease: An Amyloid PET Study. CEREBRAL CORTEX 31 (8):3950-3961. https://doi:10.1093/cercor/bhab061
24. Friedrich P, Forkel SJ, Amiez C, Balsters JH, Coulon O, Fan L, Goulas A, Hadj-Bouziane F, Hecht EE, Heuer K, Jiang T, Latzman RD, Liu X, Loh KK, Patil KR, Lopez-Persem A, Procyk E, Sallet J, Toro R, Vickery S, Weis S, Wilson CRE, Xu T, Zerbi V, Eickoff SB, Margulies DS, Mars RB, de Schotten MT (2021) Imaging evolution of the primate brain: the next frontier? NEUROIMAGE 228. https://doi:10.1016/j.neuroimage.2020.117685
25. Guo X, Liu L, Li T, Zhao Q, Li H, Huang F, Wang Y, Qian Q, Cao Q, Wang Y, Calhoun VD, Sui J, Sun L (2021) Inhibition-directed multimodal imaging fusion patterns in adults with ADHD and its potential underlying "gene-brain-cognition" relationship. CNS NEUROSCIENCE & THERAPEUTICS 27 (6):664-673. https://doi:10.1111/cns.13625
26. Hu K, Wang M, Liu Y, Yan H, Song M, Chen J, Chen Y, Wang H, Guo H, Wan P, Lv L, Yang Y, Li P, Lu L, Yan J, Wang H, Zhang H, Zhang D, Wu H, Ning Y, Jiang T, Liu B (2021) Multisite schizophrenia classification by integrating structural magnetic resonance imaging data with polygenic risk score. Neuroimage-Clin 32. https://doi:10.1016/j.nicl.2021.102860
27. Li L-C, Zhou J, Sun H-J, Xiong P, Wang H-R, Liu X-L, Wang C-Y (2021) Computational model investigating the effect of magnetic field on neural-astrocyte microcircuit*. CHINESE PHYSICS B 30 (6). https://doi:10.1088/1674-1056/abea81
28. Lin J, Kang X, Xiong Y, Zhang D, Zong R, Yu X, Pan L, Lou X (2021) Convergent structural network and gene signatures for MRgFUS thalamotomy in patients with Parkinson's disease. NEUROIMAGE 243. https://doi:10.1016/j.neuroimage.2021.118550
29. Luo M, Yu S (2021) Implementing Inductive Logic into Embedded Industrial Control System with Polynomial Ring on F-2. Paper presented at the 2021 IEEE 45TH ANNUAL COMPUTERS, SOFTWARE, AND APPLICATIONS CONFERENCE (COMPSAC 2021), 2021
30. Luo M, Yu S (2021) Traffic Route Planning in Partially Observable Environment Using Actions Group Representation. Paper presented at the KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, KSEM 2021, PT II, 2021
31. Meade CS, Li X, Towe SL, Bell RP, Calhoun VD, Sui J (2021) Brain multimodal co-alterations related to delay discounting: a multimodal MRI fusion analysis in persons with and without cocaine use disorder. BMC NEUROSCIENCE 22 (1). https://doi:10.1186/s12868-021-00654-z
32. Meng X, Iraji A, Fu Z, Kochunov P, Belger A, Ford J, McEwen S, Mathalon DH, Mueller BA, Pearlson G, Potkin SG, Preda A, Turner J, Erp Tv, Sui J, Calhoun VD (2021) Multimodel Order Independent Component Analysis: A Data-Driven Method for Evaluating Brain Functional Network Connectivity Within and Between Multiple Spatial Scales. Brain connectivity. https://doi:10.1089/brain.2021.0079
33. Miller SR, Yu S, Pajevic S, Plenz D (2021) Long-term stability of avalanche scaling and integrative network organization in prefrontal and premotor cortex. NETWORK NEUROSCIENCE 5 (2):505-526. https://doi:10.1162/netn_a_00188
34. Pang K, Jiang R, Zhang W, Yang Z, Li L-L, Shimozawa M, Tambaro S, Mayer J, Zhang B, Li M, Wang J, Liu H, Yang A, Chen X, Liu J, Winblad B, Han H, Jiang T, Wang W, Nilsson P, Guo W, Lu B An App knock-in rat model for Alzheimer's disease exhibiting A beta and tau pathologies, neuronal death and cognitive impairments. CELL RESEARCH. https://doi:10.1038/s41422-021-00582-x
35. Piao YH, Yun J-Y, Nguyen TB, Kim W-S, Sui J, Kang N-I, Lee K-H, Ryu S, Kim S-W, Lee BJ, Kim JJ, Yu J-C, Lee KY, Won S-H, Lee S-H, Kim S-H, Kang SH, Kim E, Chung YC (2021) Longitudinal symptom network structure in first-episode psychosis: a possible marker for remission. Psychological medicine:1-9. https://doi:10.1017/S0033291720005280
36. Qi J, Li B-Z, Zhang Y, Pan B, Gao Y-H, Zhan H, Liu Y, Shao Y-C, Weng X-C, Zhang X (2021) Disrupted Small-world Networks are Associated with Decreased Vigilant Attention after Total Sleep Deprivation. NEUROSCIENCE 471:51-60. https://doi:10.1016/j.neuroscience.2021.07.010
37. Qi J, Li B-Z, Zhang Y, Pan B, Gao Y-H, Zhan H, Liu Y, Shao Y-C, Zhang X (2021) Altered functional connectivity between the nucleus basalis of Meynert and anterior cingulate cortex is associated with declined attentional performance after total sleep deprivation. BEHAVIOURAL BRAIN RESEARCH 409. https://doi:10.1016/j.bbr.2021.113321
38. Qi J, Li B-Z, Zhang Y, Pan B, Gao Y-H, Zhan H, Liu Y, Shao Y-C, Zhang X (2021) Altered Hypothalamic Functional Connectivity Following Total Sleep Deprivation in Young Adult Males. Front Neurosci 15. https://doi:10.3389/fnins.2021.688247
39. Qi J, Li B-Z, Zhang Y, Pan B, Gao Y-H, Zhan H, Liu Y, Shao Y-C, Zhang X (2021) Altered insula-prefrontal functional connectivity correlates to decreased vigilant attention after total sleep deprivation. SLEEP MEDICINE 84:187-194. https://doi:10.1016/j.sleep.2021.05.037
40. Qi S, Schumann G, Bustillo J, Turner JA, Jiang R, Zhi D, Fu Z, Mayer AR, Vergara VM, Silva RF, Iraji A, Chen J, Damaraju E, Ma X, Yang X, Stevens M, Mathalon DH, Ford JM, Voyvodic J, Mueller BA, Belger A, Potkin SG, Preda A, Zhuo C, Xu Y, Chu C, Banaschewski T, Barker GJ, Bokde ALW, Quinlan EB, Desrivieres S, Flor H, Grigis A, Garavan H, Gowland P, Heinz A, Martinot J-L, Martinot M-LP, Artiges E, Nees F, Orfanos DP, Paus T, Poustka L, Hohmann S, Frohner JH, Smolka MN, Walter H, Whelan R, Calhoun VD, Sui J, Consortium I (2021) Reward Processing in Novelty Seekers: A Transdiagnostic Psychiatric Imaging Biomarker. Biol Psychiat 90 (8):529-539. https://doi:10.1016/j.biopsych.2021.01.011
41. Qin Q, Tang Y, Dou X, Qu Y, Xing Y, Yang J, Chu T, Liu Y, Jia J (2021) Default mode network integrity changes contribute to cognitive deficits in subcortical vascular cognitive impairment, no dementia. BRAIN IMAGING AND BEHAVIOR 15 (1):255-265. https://doi:10.1007/s11682-019-00252-y
42.Rong W, Zhang C, Zheng F, Xiao S, Yang Z, Xie W (2021) Persistent moderate to severe pain and long-term cognitive decline. EUROPEAN JOURNAL OF PAIN 25 (9):2065-2074. https://doi:10.1002/ejp.1826
43. Shen J, Shen G, Kim W-S, Tsogt U, Liu C, Sui J, Chung Y-C (2021) Neuronal Signatures of Negative and Positive Schemas towards the Self and Others in Patients with Early Stage Schizophrenia. PSYCHIATRY INVESTIGATION 18 (4):284. https://doi:10.30773/pi.2020.0335
44. Wang Q, Hu K, Wang M, Zhao Y, Liu Y, Fan L, Liu B (2021) Predicting brain age during typical and atypical development based on structural and functional neuroimaging. HUMAN BRAIN MAPPING 42 (18):5943-5955. https://doi:10.1002/hbm.25660
45. Wang X, Zhang Z, Li H, Chen Y, Mi Y, Hu G (2021) Exploring node interaction relationship in complex networks by using high-frequency signal injection. PHYSICAL REVIEW E 103 (2). https://doi:10.1103/PhysRevE.103.022317
46. Wu J, Wang Y, Jiang R, Xue R, Yin X, Wu M, Meng Q (2021) Ferroptosis in liver disease: new insights into disease mechanisms. CELL DEATH DISCOVERY 7 (1). https://doi:10.1038/s41420-021-00660-4
47. Xu M, Calhoun V, Jiang R, Yan W, Sui J (2021) Brain imaging-based machine learning in autism spectrum disorder: methods and applications. J Neurosci Meth 361. https://doi:10.1016/j.jneumeth.2021.109271
48. Yan W, Zhao M, Fu Z, Pearlson GD, Sui J, Calhoun VD (2021) Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series. Schizophrenia research. https://doi:10.1016/j.schres.2021.02.007
49. Yang E, Liu M, Yao D, Cao B, Lian C, Yap P-T, Shen D (2021) Deep Bayesian Hashing With Center Prior for Multi-Modal Neuroimage Retrieval. Ieee T Med Imaging 40 (2):503-513. https://doi:10.1109/TMI.2020.3030752
50. Yang R, Yang X, Wang L, Li D, Guo Y, Li Y, Guan Y, Wu X, Xu S, Zhang S, Chan MF, Geng L, Sui J (2021) Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patient-specific QA in a multi-institution scenario. RADIOTHERAPY AND ONCOLOGY 161:230-240. https://doi:10.1016/j.radonc.2021.06.024
51. Yang R, Yang X, Wang L, Li D, Guo Y, Li Y, Guan Y, Wu X, Xu S, Zhang S, Chan MF, Geng L, Sui J (2021) Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patientspecific QA in a multi-institution scenario. RADIOTHERAPY AND ONCOLOGY 163:119-119. https://doi:10.1016/j.radonc.2021.08.003
52. Yang X, Qi S, Wang M, Calhoun VD, Sui J, Li T, Ma X (2021) Subtypes of depression characterized by different cognitive decline and brain activity alterations. JOURNAL OF PSYCHIATRIC RESEARCH 138:413-419. https://doi:10.1016/j.jpsychires.2021.04.023
53. Yao D, Sui J, Wang M, Yang E, Jiaerken Y, Luo N, Yap P-T, Liu M, Shen D (2021) A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity. Ieee T Med Imaging 40 (4):1279-1289. https://doi:10.1109/TMI.2021.3051604
54. Zhao K, Zheng Q, Che T, Dyrba M, Li Q, Ding Y, Zheng Y, Liu Y, Li S (2021) Regional radiomics similarity networks (R2SNs) in the human brain: Reproducibility, small-world properties and a biological basis. NETWORK NEUROSCIENCE 5 (3):783-797. https://doi:10.1162/netn_a_00200
55. Zhou XA, Blackmore DG, Zhuo J, Nasrallah FA, To X, Kurniawan ND, Carlisle A, Vien K-Y, Chuang K-H, Jiang T, Bartlett PF (2021) Neurogenic-dependent changes in hippocampal circuitry underlie the procognitive effect of exercise in aging mice. iScience 24 (12):103450-103450. https://doi:10.1016/j.isci.2021.103450
56. Zhu W, Huang H, Yang S, Luo X, Zhu W, Xu S, Meng Q, Zuo C, Liu Y, Wang W (2021) Cortical and Subcortical Grey Matter Abnormalities in White Matter Hyperintensities and Subsequent Cognitive Impairment. NEUROSCIENCE BULLETIN 37 (6):789-803. https://doi:10.1007/s12264-021-00657-0
57. Bellay T, Shew WL, Yu S, Falco-Walter JJ, Plenz D (2021) Selective Participation of Single Cortical Neurons in Neuronal Avalanches. FRONTIERS IN NEURAL CIRCUITS 14. https://doi:10.3389/fncir.2020.620052