ML
Mingzhe Liu
Image Processing, Computer-Assistedcs.CVcs.LGDeep learningNeural Networks, ComputerTomography, X-Ray ComputedDeep LearningMedical image segmentationquant-phcs.AI
On Valency
published · living versionsW_dufw8taj·v1 · currentpublished
Molecular chiral discrimination through symmetry-breaking spin dynamics
with Tianyu Xie, Yucheng Hao, Mengqi Wang, Shaoyi Xu +5
1 version
Preprints & journals
47 papers in the corpus · 2004–2026Molecular chiral discrimination through symmetry-breaking spin dynamics2607.22154v1 · Tianyu Xie, Yucheng Hao, Mingzhe Liu et al.2026 · 0 citationsarXivon Valency
U-Net-Like Spiking Neural Networks for Single Image Dehazing2512.23950v1 · Huibin Li, Haoran Liu, Mingzhe Liu et al.2025 · 3 citations2025 International Joint Conference on Neural Networks (IJCNN), Rome, Italy, pp. 1-9, 2025
A label masked autoencoder for image-guided segmentation label completion.41858566 · Jia, Jiaru, Liu, Mingzhe, Li, Dongfen et al.2026 · 0 citationsPatterns (New York, N.Y.). 2026;7(2):101455
A Dual-Modulation Framework for RGB-T Crowd Counting via Spatially Modulated Attention and Adaptive Fusion2509.17079v1 · Yuhong Feng, Hongtao Chen, Qi Zhang et al.2025 · 0 citationsarXiv
Pulse Shape Discrimination Algorithms: Survey and Benchmark2508.02750v2 · Haoran Liu, Yihan Zhan, Mingzhe Liu et al.2025 · 2 citationsRadiation Measurements, 107653 (2026)
GH-UNet: group-wise hybrid convolution-VIT for robust medical image segmentation.40640343 · Wang, Shengxiang, Li, Ge, Gao, Min et al.2025 · 7 citationsNPJ digital medicine. 2025;8(1):426
[Dynamic distribution and clearance of 99mTc-DTPA in brain extracellular space].40509835 · Zou, J, Gao, T, Wang, Y et al.2025 · 0 citationsBeijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences. 2025;57(3):562-568
SecurePay: Enabling Secure and Fast Payment Processing for Platform Economy2505.17466v1 · Junru Lin, Mingzhe Liu, Songze Li et al.2025 · 3 citationsarXiv
Medical image segmentation network based on a multisize convolutional kernel association strategy.40056135 · Lu, Zhihao, Liu, Mingyang, Cai, Biao et al.2025 · 1 citationMedical physics. 2025;52(6):4222-4238
Dual-Domain Self-Supervised Deep Learning with Graph Convolution for Low-Dose Computed Tomography Reconstruction.39966223 · Yang, Feng, Zhao, Feixiang, Liu, Yanhua et al.2025 · 4 citationsJournal of imaging informatics in medicine. 2025;38(6):4226-4242
A multi-scale information fusion medical image segmentation network based on convolutional kernel coupled updata mechanism.39879883 · Lu, Zhihao, Zhang, Jinglan, Cai, Biao et al.2025 · 5 citationsComputers in biology and medicine. 2025;187:109723
An Optimized SVR Algorithm for Pulse Pile-Up Correction in Pulse Shape Discrimination.39686082 · Liu, Xianghe, Liu, Bingqi, Liu, Mingzhe et al.2025 · 7 citationsSensors (Basel, Switzerland). 2024;24(23)
CK-ATTnet: Medical image segmentation network based on convolutional kernel attention.39503115 · Cai, Biao, Liu, Mingyang, Lu, Zhihao et al.2024 · 6 citationsComputers in biology and medicine. 2024;183:109300
Impact of contrast-enhanced CT in the dosimetry of SBRT for liver metastases treated with MR-Linac.39402595 · Liu, Min, Liu, Mingzhe, Yang, Feng et al.2024 · 1 citationRadiation oncology (London, England). 2024;19(1):144
Dual modules-molecularly imprinted patch-enabled enantioselectively controlled release of racemic drugs for transdermal delivery.39284425 · Zhang, Yang, Liu, Xiaowen, Wu, Jiaxu et al.2024 · 4 citationsInternational journal of pharmaceutics. 2024;665:124707
Unsupervised and Self-supervised Learning in Low-Dose Computed Tomography Denoising: Insights from Training Strategies.39231886 · Zhao, Feixiang, Liu, Mingzhe, Xiang, Mingrong et al.2025 · 7 citationsJournal of imaging informatics in medicine. 2025;38(2):902-930
GAM-MDR: probing miRNA-drug resistance using a graph autoencoder based on random path masking.38391194 · Zhou, Zhecheng, Du, Zhenya, Jiang, Xin et al.2024 · 47 citationsBriefings in functional genomics. 2024;23(4):475-483
The computational power of random quantum circuits in arbitrary geometries2406.02501v3 · Matthew DeCross, Reza Haghshenas, Minzhao Liu et al.2024 · 45 citationsPhysical Review X 15, 021052 (2025)
Assessing the Diagnostic Efficacy of Handgrip Dynamometry and Diaphragmatic Ultrasound in Intensive Care Unit-Acquired Weakness.38774623 · Zhang, Qian, Wang, Xiaomei, Liu, Mingzhe et al.2024 · 12 citationsJournal of multidisciplinary healthcare. 2024;17:2359-2370
OmniLytics+: A Secure, Efficient, and Affordable Blockchain Data Market for Machine Learning through Off-Chain Processing2406.06477v1 · Songze Li, Mingzhe Liu, Mengqi Chen2024 · 1 citationarXiv
Fusion of multi-source relationships and topology to infer lncRNA-protein interactions.38706631 · Zhang, Xinyu, Liu, Mingzhe, Li, Zhen et al.2024 · 27 citationsMolecular therapy. Nucleic acids. 2024;35(2):102187
Random-coupled Neural Network2403.17512v1 · Haoran Liu, Mingzhe Liu, Peng Li et al.2024 · 15 citationsElectronics, vol. 13, no. 21, 4297, 2024
ML-NPI: Predicting Interactions between Noncoding RNA and Protein Based on Meta-Learning in a Large-Scale Dynamic Graph.37920888 · Wang, Tao, Wang, Wentao, Jiang, Xin et al.2024 · 6 citationsJournal of chemical information and modeling. 2024;64(7):2912-2920
Ray computational ghost imaging based on rotational modulation method2311.00503v1 · Zhi Zhou, Sangang Li, Shan Liao et al.2023 · 0 citationsarXiv
An Effective Plant Small Secretory Peptide Recognition Model Based on Feature Correction Strategy.37643082 · Wang, Rui, Zhou, Zhecheng, Wu, Xiaonan et al.2024 · 18 citationsJournal of chemical information and modeling. 2024;64(7):2798-2806
Self-supervised deep learning for joint 3D low-dose PET/CT image denoising.37717529 · Zhao, Feixiang, Li, Dongfen, Luo, Rui et al.2023 · 19 citationsComputers in biology and medicine. 2023;165:107391
BiFTransNet: A unified and simultaneous segmentation network for gastrointestinal images of CT & MRI.37619324 · Jiang, Xin, Ding, Yizhou, Liu, Mingzhe et al.2023 · 43 citationsComputers in biology and medicine. 2023;165:107326
Recent Advances in Sensor Technology for Healthcare and Biomedical Applications (Volume II).37447796 · Zheng, Wenfeng, Liu, Mingzhe, Liu, Chao et al.2023 · 13 citationsSensors (Basel, Switzerland). 2023;23(13)
The multi-modal fusion in visual question answering: a review of attention mechanisms.37346665 · Lu, Siyu, Liu, Mingzhe, Yin, Lirong et al.2023 · 478 citationsPeerJ. Computer science. 2023;9:e1400
Pulse shape discrimination based on the Tempotron: a powerful classifier on GPU2305.18205v2 · Haoran Liu, Peng Li, Ming-Zhe Liu et al.2023 · 12 citationsIEEE Transactions on Nuclear Science, vol. 71, no. 10, pp. 2297-2308, 2024
Dual-scale similarity-guided cycle generative adversarial network for unsupervised low-dose CT denoising.37230021 · Zhao, Feixiang, Liu, Mingzhe, Gao, Zhihong et al.2023 · 28 citationsComputers in biology and medicine. 2023;161:107029
Comparison of early and delayed strategy for renal replacement therapy initiation for severe acute kidney injury with heart failure: a retrospective comparative cohort study.37305617 · Guo, Shaohan, Chen, Yuhong, Huo, Yan et al.2023 · 6 citationsTranslational andrology and urology. 2023;12(5):715-726
Ultra-fast recovery of cathode materials from spent LiFePO4 lithium-ion batteries by novel electromagnetic separation technology.37156188 · Zhu, Xiangyang, Chen, Chuan, Guo, Qing et al.2023 · 37 citationsWaste management (New York, N.Y.). 2023;166:70-77
Multimodal Image Fusion for X-ray Grating Interferometry.36991826 · Liu, Haoran, Liu, Mingzhe, Jiang, Xin et al.2023 · 8 citationsSensors (Basel, Switzerland). 2023;23(6)
PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation2302.09746v1 · Mingzhe Liu, Han Huang, Hao Feng et al.2023 · 119 citationsarXiv
L-MAE: Masked Autoencoders are Semantic Segmentation Datasets Augmenter2211.11242v2 · Jiaru Jia, Mingzhe Liu, Jiake Xie et al.2022 · 0 citationsarXiv
Physicochemical and antioxidant activity of fruit harvested from eight jujube (Ziziphus jujuba Mill.) cultivars at different development stages.35145206 · Yan, Min, Wang, Yan, Watharkar, Ritesh Balaso et al.2022 · 45 citationsScientific reports. 2022;12(1):2272
Parallel Binary Image Cryptosystem Via Spiking Neural Networks Variants.33637028 · Liu, Mingzhe, Zhao, Feixiang, Jiang, Xin et al.2022 · 26 citationsInternational journal of neural systems. 2022;32(8):2150014
A novel natural environment background model for Monte Carlo simulation and its application in the simulation of anticoincidence measurement.26705704 · Li, Sangang, Wang, Lei, Cheng, Yi et al.2016 · 7 citationsApplied radiation and isotopes : including data, instrumentation and methods for use in agriculture, industry and medicine. 2016;108:75-81
[Randomized, blind, parallel-controlled and multiple-centre clinical trial on the effectiveness and safety of leuprolide acetate in the treatment of endometriosis].26268408 · Bian, Meilu, Huang, Shuhui, Deng, Wenhong et al.2015 · 5 citationsZhonghua fu chan ke za zhi. 2015;50(3):188-93
[Methods of detector response function establishment in X-ray fluorescence spectra analysis].23387190 · Li, Zhe, Tuo, Xian-Guo, Yang, Jian-Bo et al.2014 · 2 citationsGuang pu xue yu guang pu fen xi = Guang pu. 2012;32(11):3112-6
Stabilized ribosome display for in vitro selection.22094800 · Hara, Shuta, Liu, Mingzhe, Wang, Wei et al.2012 · 4 citationsMethods in molecular biology (Clifton, N.J.). 2012;805:59-73
Polypeptide aptamer selection using a stabilized ribosome display.21813322 · Wang, Wei, Hara, Shuta, Liu, Mingzhe et al.2012 · 9 citationsJournal of bioscience and bioengineering. 2011;112(5):515-7
PEGylated antibody in organic media.21277826 · Liu, Mingzhe, Xu, Muye, Loh, Xian Jun et al.2011 · 9 citationsJournal of bioscience and bioengineering. 2011;111(5):564-8
Surface coating with a thermoresponsive copolymer for the culture and non-enzymatic recovery of mouse embryonic stem cells.19530127 · Loh, Xian Jun, Gong, Jiansheng, Sakuragi, Makoto et al.2010 · 85 citationsMacromolecular bioscience. 2009;9(11):1069-79
Theoretical investigation of synchronous totally asymmetric exclusion processes on lattices with multiple-input-single-output junctions.18643027 · Wang, Ruili, Liu, Mingzhe, Jiang, Rui2008 · 41 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2008;77(5 Pt 1):051108
[Effect of jingui shenqi pill on pituitary adrenocorticotropic hormone gene expression in shen-yang deficiency rats].15074094 · Zheng, Xiao-wei, Bao, Su-zhen, Liu, Ming-zhe2004 · 3 citationsZhongguo Zhong xi yi jie he za zhi Zhongguo Zhongxiyi jiehe zazhi = Chinese journal of integrated traditional and Western medicine. 2004;24(3):238-40
Career total: at least 443 works. 47 are in this corpus.
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