徐锦萍，博士，副研究员，鹏城特聘教授。2020年获中国科学院大学模式识别与智能系统博士学位。研究领域为深度学习结合多模态大脑神经影像的临床应用，包括（1）重大脑疾病的神经机制和影像学标记，如肌张力障碍、抑郁症和认知障碍；（2）非药物干预重大脑疾病的调节机制和疗效预测，如深部脑刺激，电休克，和针灸治疗；（3）癫痫病灶精准分割的深度学习和SAM模型改进。主持国家面上项目，青年基金项目、广东省青年提升，广东省自然基金，深圳市面上项目，参与多项国家、省部级重大研究计划。发表SCI论文50多篇(Brain 一作)，谷歌h-指数20。连续5年担任Journal of Alzheimer’s Disease的Associated Editor，Frontiers in Neuroscience和Frontiers in Human Neuroscience的Reviewer editor，10多个SCI期刊的审稿人。

神经影像，深度学习

1: Zhang X, Zhang Y, Wang C, Li L, Zhu F, Sun Y, Mo T, Hu Q, Xu J, Cao D. Focal

cortical dysplasia lesion segmentation using multiscale transformer. Insights

Imaging. 2024 Sep 12;15(1):222. doi: 10.1186/s13244-024-01803-8. PMID: 39266782;

PMCID: PMC11393231.

2: Xu J, Luo Y, Zhang J, Zhong L, Liu H, Weng A, Yang Z, Zhang Y, Ou Z, Yan Z,

Cheng Q, Fan X, Zhang X, Zhang W, Hu Q, Liang D, Peng K, Liu G. Progressive

thalamic nuclear atrophy in blepharospasm and blepharospasm-oromandibular

dystonia. Brain Commun. 2024 Apr 8;6(2):fcae117. doi:

10.1093/braincomms/fcae117. PMID: 38638150; PMCID: PMC11025674.

3: Fan X, Li H, Liu L, Zhang K, Zhang Z, Chen Y, Wang Z, He X, Xu J, Hu Q;

Alzheimer’s Disease Neuroimaging Initiative. Early Diagnosing and Transformation

Prediction of Alzheimer's Disease Using Multi-Scaled Self-Attention Network on

Structural MRI Images with Occlusion Sensitivity Analysis. J Alzheimers Dis.

2024;97(2):909-926. doi: 10.3233/JAD-230705. PMID: 38160355.

4: Xu J, Luo Y, Peng K, Guo Y, Zhong L, Liu Y, Weng A, Ou Z, Yan Z, Wang Y, Zeng

J, Zhang W, Hu Q, Liu G. Supplementary motor area driving changes of structural

brain network in blepharospasm. Brain. 2023 Apr 19;146(4):1542-1553. doi:

10.1093/brain/awac341. PMID: 36130317.

5: Xu J, Li W, Bai T, Li J, Zhang J, Hu Q, Wang J, Tian Y, Wang K. Volume of

hippocampus-amygdala transition area predicts outcomes of electroconvulsive

therapy in major depressive disorder: high accuracy validated in two independent

cohorts. Psychol Med. 2023 Jul;53(10):4464-4473. doi: 10.1017/S0033291722001337.

Epub 2022 May 23. PMID: 35604047.

6: Xu J, Guo Y, Li J, Lv X, Zhang J, Zhang J, Hu Q, Wang K, Tian Y. Progressive

cortical and sub-cortical alterations in patients with anti-N-methyl-D-aspartate

receptor encephalitis. J Neurol. 2022 Jan;269(1):389-398. doi:

10.1007/s00415-021-10643-1. Epub 2021 Jul 23. PMID: 34297178.

7: Xu J, Wei Q, Bai T, Wang L, Li X, He Z, Wu J, Hu Q, Yang X, Wang C, Tian Y,

Wang J, Wang K. Electroconvulsive therapy modulates functional interactions

between submodules of the emotion regulation network in major depressive

disorder. Transl Psychiatry. 2020 Aug 5;10(1):271. doi:

10.1038/s41398-020-00961-9. PMID: 32759936; PMCID: PMC7406501.

8: Xu J, Wang J, Bai T, Zhang X, Li T, Hu Q, Li H, Zhang L, Wei Q, Tian Y, Wang

K. Electroconvulsive Therapy Induces Cortical Morphological Alterations in Major

Depressive Disorder Revealed with Surface-Based Morphometry Analysis. Int J

Neural Syst. 2019 Sep;29(7):1950005. doi: 10.1142/S0129065719500059. Epub 2019

Feb 8. PMID: 31387489.