31. Kang L, Liu Z. Unraveling the complexity of neural networks: Comment on "Structure and function in artificial, zebrafish and human neural networks" by Peng Ji et al. Physics of life reviews. 2023;46:158-160.
32. Li Q, Berner R, Wang X. Decoding brain complexity: Structural-functional interplay in neural networks: Comment on "Structure and function in artificial, zebrafish and human neural networks" by Peng Ji et al. Physics of life reviews. 2023;47:87-89.
33. Cui HL, Zhang YY, Zhao YJ, Zhao Y, Ding Q, Chen RQ, et al. Mechanisms underlying capsulotomy for refractory obsessive-compulsive disorder: neural correlates of negative affect processing overlap with deep brain stimulation targets. Molecular Psychiatry. 2023;28(7):3063-74.
34. Sonkusare S, Qiong D, Zhao Y, Liu W, Yang R, Mandali A, Manssuer L, Zhang C, Cao C, Sun B, Zhan S, Voon V. Frequency dependent emotion differentiation and directional coupling in amygdala, orbitofrontal and medial prefrontal cortex network with intracranial recordings. Molecular Psychiatry. 2023;28(4):1636-1646.
35. Zhang SJ, Chen X, Shen X, Ren BH, Yu ZQ, Yang HB, et al. A-GCL: Adversarial graph contrastive learning for fMRI analysis to diagnose neurodevelopmental disorders. Medical Image Analysis. 2023;90.
36. Lu Z, Xia W, Huang Y, Hou M, Chen H, Zhou J, Shan H, Zhang Y. M3NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising. IEEE Transactions on Medical Imaging. 2023;42(3):850-863.
37. Chen SD, Zhang W, Li YZ, Yang L, Huang YY, Deng YT, et al. A Phenome-wide Association and Mendelian Randomization Study for Alzheimer?s Disease: A Prospective Cohort Study of 502,493 Participants From the UK Biobank. Biological Psychiatry. 2023;93(9):790-801.
38. Yang L, Deng YT, Leng Y, Ou YN, Li YZ, Chen SD, et al. Depression, Depression Treatments, and Risk of Incident Dementia: A Prospective Cohort Study of 354,313 Participants. Biological Psychiatry. 2023;93(9):802-9.
39. Chen SD, Zhang W, Feng YW, Wu BS, Yang L, Zhang YR, et al. Genome-wide Survival Study Identifies PARL as a Novel Locus for Clinical Progression and Neurodegeneration in Alzheimer's Disease. Biological Psychiatry. 2023;94(9):732-42.
40. Fan HX, Liu ZW, Wu XR, Yu GC, Gu XR, Kuang NY, et al. Decoding anxiety-impulsivity subtypes in preadolescent internalising disorders: findings from the Adolescent Brain Cognitive Development study. British Journal of Psychiatry. 2023;223(6):542-54.
41. Chen J, Chen SZ, Gao J.B, Huang ZF, Zhang JP, Pu J. Exploiting Neighbor Effect: Conv-Agnostic GNN Framework for Graphs With Heterophily. IEEE Transactions on Neural Networks and Learning Systems. 2023; doi: 10.1109/TNNLS.2023.3267902.
42. Wang LB, Zhou C, Zhang W, Zhang MM, Cheng W, Feng JF. Association of Cortical and Subcortical Microstructure With Clinical Progression and Fluid Biomarkers in Patients With Parkinson Disease. Neurology. 2023;101(3):E300-E10.
43. Zhao XZ, Yang AY, Zhang ZC, Yang YT, Zhao XM. Deciphering the genetic architecture of human brain structure and function: a brief survey on recent advances of neuroimaging genomics. Briefings in Bioinformatics. 2023;24(2).
44. Chen F, Bai YB, Li CH. Estimation of non-equilibrium transition rate from gene expression data. Briefings in Bioinformatics. 2023;24(3).
45. Jia LH, Wu YJ, Dong YQ, Chen JC, Chen WH, Zhao XM. A survey on computational strategies for genome-resolved gut metagenomics. Briefings in Bioinformatics. 2023;24(3).
46. Zhai WQ, Huang XD, Shen N, Zhu SF. Phen2Disease: a phenotype-driven model for disease and gene prioritization by bidirectional maximum matching semantic similarities. Briefings in Bioinformatics. 2023;24(4).
47. Wang S, You R, Liu Y, Xiong Y, Zhu S. NetGO 3.0: Protein Language Model Improves Large-scale Functional Annotations. Genomics Proteomics Bioinformatics. 2023;21(2):349-358.
48. Zhou H, Tan W, Shi S. DeepGpgs: a novel deep learning framework for predicting arginine methylation sites combined with Gaussian prior and gated self-attention mechanism. Briefings in Bioinformatics. 2023 19;24(2):bbad018.
49. Cui LB, Wang XY, Fu YF, Liu XF, Wei YB, Zhao SW, et al. Transcriptional level of inflammation markers associates with short-term brain structural changes in first-episode schizophrenia. BMC Medicine. 2023;21(1).
50. Kuang NY, Liu ZW, Yu GC, Wu XR, Becker B, Fan HX, et al. Neurodevelopmental risk and adaptation as a model for comorbidity among internalizing and externalizing disorders: genomics and cell-specific expression enriched morphometric study. BMC Medicine. 2023;21(1).
51. He XY, Wu BS, Kuo K, Zhang W, Ma Q, Xiang ST, et al. Association between polygenic risk for Alzheimer's disease and brain structure in children and adults. Alzheimers Research & Therapy. 2023;15(1).
52. Gu T, Huang K, Zhang J, Zhang K, Li P. Fast Convolutional Factorization Machine With Enhanced Robustness. 2023;35(3):2579-2589.
53. Zhou C, Wang LB, Cheng W, Lv JC, Guan XUJ, Guo T, et al. Two distinct trajectories of clinical and neurodegeneration events in Parkinson's disease. Npj Parkinsons Disease. 2023;9(1).
54. Wang J, Li HW, Jia J, Shao XL, Li YF, Zhou Y, et al. Progressive Cerebrovascular Reactivity Reduction Occurs in Parkinson's Disease: A Longitudinal Study. Movement Disorders. 2023.
55. Xian GZ, Ji CY, Zhou L, Chen G, Zhang JP, Li B, et al. Location-Guided LiDAR-Based Panoptic Segmentation for Autonomous Driving. Ieee Transactions on Intelligent Vehicles. 2023;8(2):1473-83.
56. Liu WS, You J, Ge YJ, Wu BS, Zhang Y, Chen SD, et al. Association of biological age with health outcomes and its modifiable factors. Aging Cell. 2023;22(12).
57. Yu W, Huang Z, Zhang J, Shan H. SAN-Net: Learning generalization to unseen sites for stroke lesion segmentation with self-adaptive normalization. Computers in Biology and Medicine. 2023;156:106717.
58. Zhang ZC, Zhao XZ, Dong GY, Zhao XM. Improving Alzheimer's Disease Diagnosis With Multi-Modal PET Embedding Features by a 3D Multi-Task MLP-Mixer Neural Network. Ieee Journal of Biomedical and Health Informatics. 2023;27(8):4040-51.
59. Shen C, Rolls ET, Xiang S, Langley C, Sahakian BJ, Cheng W, Feng J. Brain and molecular mechanisms underlying the nonlinear association between close friendships, mental health, and cognition in children. Elife. 2023;12:e84072.
60. Wang LB, Li J, Pan YX, Huang P, Li DY, Voon V. Subacute alpha frequency (10Hz) subthalamic stimulation for emotional processing in Parkinson's disease. Brain Stimulation. 2023;16(5):1223-31.