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Lei Guo
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引用次数
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年份
Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning
L Guo, S Wang, M Li, Z Cao
BMC bioinformatics 20, 1-17, 2019
372019
DeepPSP: a global–local information-based deep neural network for the prediction of protein phosphorylation sites
L Guo, Y Wang, X Xu, KK Cheng, Y Long, J Xu, S Li, J Dong
Journal of Proteome Research 20 (1), 346-356, 2020
342020
Data filtering and its prioritization in pipelines for spatial segmentation of mass spectrometry imaging
L Guo, Z Hu, C Zhao, X Xu, S Wang, J Xu, J Dong, Z Cai
Analytical chemistry 93 (11), 4788-4793, 2021
252021
Mass spectrometry imaging-based multi-modal technique: Next-generation of biochemical analysis strategy
C Zhao, L Guo, J Dong, Z Cai
The Innovation 2 (4), 2021
242021
6PPD-quinone exposure induces neuronal mitochondrial dysfunction to exacerbate Lewy neurites formation induced by α-synuclein preformed fibrils seeding
J Fang, X Wang, G Cao, F Wang, Y Ru, B Wang, Y Zhang, D Zhang, J Yan, ...
Journal of Hazardous Materials 465, 133312, 2024
222024
Efficient utilization on PSSM combining with recurrent neural network for membrane protein types prediction
S Wang, M Li, L Guo, Z Cao, Y Fei
Computational Biology and Chemistry 81, 9-15, 2019
162019
iSegMSI: an interactive strategy to improve spatial segmentation of mass spectrometry imaging data
L Guo, X Liu, C Zhao, Z Hu, X Xu, KK Cheng, P Zhou, Y Xiao, M Shah, ...
Analytical Chemistry 94 (42), 14522-14529, 2022
132022
Divide and conquer: a flexible deep learning strategy for exploring metabolic heterogeneity from mass spectrometry imaging data
L Guo, J Dong, X Xu, Z Wu, Y Zhang, Y Wang, P Li, Z Tang, C Zhao, Z Cai
Analytical Chemistry 95 (3), 1924-1932, 2023
122023
Co-Fermentation of Chlorella vulgaris with Oleaginous Yeast in Starch Processing Effluent as a Carbon-Reducing Strategy for Wastewater Treatment and Biofuel …
Q Lu, C Ma, L Guo, Y Lu, H Li
Fermentation 9 (5), 476, 2023
112023
Multimodal image fusion offers better spatial resolution for mass spectrometry imaging
L Guo, J Zhu, K Wang, KK Cheng, J Xu, L Dong, X Xu, C Chen, M Shah, ...
Analytical chemistry 95 (25), 9714-9721, 2023
102023
The target atlas for antibody-drug conjugates across solid cancers
J Fang, L Guo, Y Zhang, Q Guo, M Wang, X Wang
Cancer Gene Therapy 31 (2), 273-284, 2024
62024
An ensemble classifier based on stacked generalization for predicting membrane protein types
L Guo, S Wang, Z Cao
2017 10th International Congress on Image and Signal Processing, BioMedical …, 2017
62017
Comprehensive profiling of amine-containing metabolite isomers with chiral phosphorus reagents
X Liu, Y Wu, L Guo, X Wang, C Shan, Y Liu, H An, X Kang, R Ding, Z Cai, ...
Analytical Chemistry 95 (46), 16830-16839, 2023
52023
Prediction for Membrane Protein Types Based on Effective Fusion Representation and MIC-GA Feature Selection
L Guo, S Wang, Z Lei, X Wang
IEEE Access 6, 75669-75681, 2018
32018
Using kernel svm for predicting membrane protein types by fusing pseaac and dipc
Z Cao, S Wang, L Guo
2017 6th International Conference on Computer Science and Network Technology …, 2017
32017
Machine learning-assisted optimization of food-grade spirulina cultivation in seawater-based media: From laboratory to large-scale production
H Li, L Guo, L Chen, F Zhang, W Wang, TKY Lam, Y Xia, Z Cai
Journal of Environmental Management 369, 122279, 2024
22024
eLIMS: Ensemble Learning-Based Spatial Segmentation of Mass Spectrometry Imaging to Explore Metabolic Heterogeneity
M Shah, L Guo, X Xu, L Deng, K Lu, J Dong, C Zhao, J Xu
Journal of Proteome Research, 2024
12024
DeepION: A Deep Learning-Based Low-Dimensional Representation Model of Ion Images for Mass Spectrometry Imaging
L Guo, C Xie, R Miao, J Xu, X Xu, J Fang, X Wang, W Liu, X Liao, J Wang, ...
Analytical Chemistry 96 (9), 3829-3836, 2024
12024
Membrane protein type prediction for high-dimensional imbalanced datasets
L Guo, S Wang
2018 9th International Conference on Information Technology in Medicine and …, 2018
12018
The effectiveness of ensemble learning based on four different classifiers for predicting membrane protein types
M Li, S Wang, L Guo
2018 Chinese Control And Decision Conference (CCDC), 5829-5834, 2018
12018
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