发表论文
[1] Liu, Guole, Niu, Tongxin, Mengxuan Qiu, Zhu, Yun, Sun, Fei, Yang,Ge. DeepETPicker: Fast and accurate 3D particle picking for cryo-electron tomography using weakly supervised deep learning. Nature Communications[J]. 2024, 第 6 作者 通讯作者 15: 2090, [2] 周雅婷, 李文静, 杨戈. SCTS: Instance segmentation of single cells using a Transformer-based semantic-aware model and space-filling augmentation. 2023 IEEE/CVF Winter Conference on Applications of Computer Vision. 2023, 第 3 作者 通讯作者 [3] Kaijie Zhu, Xixu Hu, Jindong Wang, Xing Xie, Ge Yang. Improving generalization of adversarial training via robust critical fine-tuning. International Conference on Computer Vision. 2023, 第 5 作者 通讯作者 [4] Sun, Shasha, Liu, Dongyue, Zhou, Yanfeng, Yang, Ge, Cui, LongBiao, Xu, Xian, Guo, Yuanhao, Sun, Ting, Jiang, Jiacheng, Li, Na, Wang, Yabin, Li, Sulei, Wang, ***, Fan, Li, Cao, Feng. Longitudinal real world correlation study of blood pressure and novel features of cerebral magnetic resonance angiography by artificial intelligence analysis on elderly cognitive impairment. FRONTIERS IN AGING NEUROSCIENCE[J]. 2023, 第 4 作者15: http://dx.doi.org/10.3389/fnagi.2023.1121152.[5] Li, Wenjing, Jin, Kehan, Luo, Jichang, Xu, Wenlong, Wu, Yujie, Zhou, Jia, Wang, Yilin, Xu, Ran, Jiao, Liqun, Wang, Tao, Yang, Ge. NF-kappa B and its crosstalk with endoplasmic reticulum stress in atherosclerosis. FRONTIERS IN CARDIOVASCULAR MEDICINE. 2022, 第 11 作者 通讯作者 9: http://dx.doi.org/10.3389/fcvm.2022.988266.[6] 罗曜儒, 刘国乐, 郭远昊, 杨戈. Deep neural networks learn meta-structure from noisy labels in semantic segmentation. AAAI2022. 2022, 第 4 作者 通讯作者 [7] Shiyu Wu, Guole Liu, Ge Yang. Fast particle picking for cryo-electron tomography using one-stage detection. 2022 IEEE International Symposium on Biomedical Imaging. 2022, 第 3 作者[8] Yuanhao Guo, Di Shen, Yanfeng Zhou, Yutong Yang, Jinzhao Liang, Yating Zhou, Ningning Li, Yu Liu, Ge Yang, Wenjing Li. Deep Learning-Based Morphological Classification of Endoplasmic Reticulum Under Stress. FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY[J]. 2022, 第 9 作者 通讯作者 9: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865080/.[9] Liu, Guole, Shi, Hao, Zhang, Huan, Zhou, Yating, Sun, Yujiao, Li, Wei, Huang, Xuefeng, Jiang, Yuqiang, Fang, Yaliang, Yang, Ge. Fast Noninvasive Morphometric Characterization of Free Human Sperms Using Deep Learning. MICROSCOPY AND MICROANALYSIS[J]. 2022, 第 10 作者 通讯作者 28(5): 1767-1779, http://dx.doi.org/10.1017/S1431927622012132.[10] Yang, Tianjie, Luo, Yaoru, Ji, Wei, Yang, Ge. Advancing biological super-resolution microscopy through deep learning: a brief review. BIOPHYSICS REPORTS[J]. 2021, 第 4 作者http://arxiv.org/abs/2106.13064.[11] Liqun Zhong, Guole Liu, 杨戈. Blind denoising of fluorescence microscopy images using GAN-based global noise modeling. 2021 IEEE International Symposium on Biomedical Imaging. 2021, 第 3 作者[12] 杨戈. Few-shot domain adaptation for in situ macromolecular structural classification in cryo-electron tomograms. Bioinformatics. 2020, 第 1 作者[13] Guo, Yuanhao, Verbeek, Fons J, Yang, Ge, IEEE. PROBABILISTIC INFERENCE FOR CAMERA CALIBRATION IN LIGHT MICROSCOPY UNDER CIRCULAR MOTION. 2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020). 2020, 第 3 作者149-153, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000578080300015.[14] Li, Wenjing, Zhang, Shuhao, Yang, Ge. Dynamic organization of intracellular organelle networks. WILEY INTERDISCIPLINARY REVIEWS-SYSTEMS BIOLOGY AND MEDICINE[J]. 2020, 第 3 作者 通讯作者 http://dx.doi.org/10.1002/wsbm.1505.[15] Song Chuanbiao, He Kun, Wang Liwei, Hopcroft John E. Improving the Generalization of Adversarial Training with Domain Adaptation. 2019, http://arxiv.org/abs/1810.00740.[16] Feng, Yile, Chai, Xiaoqi, Ba, Qinle, Yang, Ge, IEEE. QUALITY ASSESSMENT OF SYNTHETIC FLUORESCENCE MICROSCOPY IMAGES FOR IMAGE SEGMENTATION. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2019, 第 4 作者814-818, [17] Angran Li, Xiaoqi Chai, Ge Yang, Yongjie Jessica Zhang. An Isogeometric Analysis Computational Platform for Material Transport Simulation in Complex Neurite Networks. 分子与细胞生物力学(英文)[J]. 2019, 第 3 作者16(2): 123-140, http://lib.cqvip.com/Qikan/Article/Detail?id=7100590019.[18] Ba, Qinle, Raghavan, Guruprasad, Kiselyov, Kirill, Yang, Ge. Whole-Cell Scale Dynamic Organization of Lysosomes Revealed by Spatial Statistical Analysis. CELL REPORTS[J]. 2018, 第 4 作者 通讯作者 23(12): 3591-3606, http://dx.doi.org/10.1016/j.celrep.2018.05.079.[19] 杨戈. Effects of graphene on nonneuronal and neuronal cell viability and stress. Nano Letters. 2017, 第 1 作者 通讯作者 [20] Ba Qinle, Yang Ge. Intracellular organelle networks: Understanding their organization and communication through systems-level modeling and analysis. 生物学前沿:英文版[J]. 2017, 第 2 作者12(1): 7-18, http://lib.cqvip.com/Qikan/Article/Detail?id=671483195.[21] 杨戈. Deep learning based subdivion approach for large scale macromolecular structure recovery from electron cryo tomograms. Bioinformatics. 2017, 第 1 作者[22] Yu, Yiyi, Lee, HaoChih, Chen, KuanChieh, Suhan, Joseph, Qiu, Minhua, Ba, Qinle, Yang, Ge. Inner membrane fusion mediates spatial distribution of axonal mitochondria. SCIENTIFIC REPORTS[J]. 2016, 第 7 作者 通讯作者 6: https://www.webofscience.com/wos/woscc/full-record/WOS:000368660200003.[23] 杨戈. Shape component analysis: structure-preserving dimension reduction on biological shape space. Bioinformatics. 2015, 第 1 作者 通讯作者 [24] Guole Liu, Tongxin Niu, Mengxuan Qiu, Yun Zhu, Fei Sun, Ge Yang. DeepETPicker: Fast and accurate 3D particle picking for cryo-electron tomography using weakly supervised deep learning. NATURE COMMUNICATIONS. 第 6 作者15(1): http://dx.doi.org/10.1038/s41467-024-46041-0.