Li Zhou

Harbin Institute of Technology — China

Medicine · Health Sciences

17h-index1.8kcitations65works0.92yr avg
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Research Topics

Acute Myeloid Leukemia Research(29), Epigenetics and DNA Methylation(12), Myeloproliferative Neoplasms: Diagnosis and Treatment(12), Gene expression and cancer classification(6), TGF-β signaling in diseases(6)

Publications65 total

The Pathway-Informed Deep Learning Models in Cancer Research: A Survey
IEEE Transactions on Computational Biology and Bioinformatics·2025
NN-PCP: Screening phenotype-related core pathways to construct a prostate cancer metastasis prediction model based on multiple types of mutation data
Computer Methods and Programs in Biomedicine·2025
Aging-associated DNA methylation of LEF1 modulates inflammation and neurodegenerative pathways
Frontiers in Immunology·2025Open Access
MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking
2025· 3 cited
Analysis and Assessment of Coupling Effects of Multiple Risk Factors in Urban Rail Transit Operation
2024
IntNet: A novel framework using reconstructed mutation samples and a biologically informed neural network for pathway analysis
2024· 1 cited
M-NET: Transforming Single Nucleotide Variations Into Patient Feature Images for the Prediction of Prostate Cancer Metastasis and Identification of Significant Pathways
IEEE Journal of Biomedical and Health Informatics·2024· 2 cited
Therapeutic mechanism exploration of polysaccharides from Dendrobium officinale on unilateral ureteral obstruction operation-induced renal fibrosis based on improving oxidative stress injury mediated by AhR/NOX4 pathway
International Journal of Biological Macromolecules·2023· 12 cited
MTGDC: A Multi-Scale Tensor Graph Diffusion Clustering for Single-Cell RNA Sequencing Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics·2023· 10 cited
Calcitriol attenuates liver fibrosis through hepatitis C virus nonstructural protein 3-transactivated protein 1-mediated TGF β1/Smad3 and NF-κB signaling pathways
World Journal of Gastroenterology·2023· 6 citedOpen Access
Data from Methylome Profiling Reveals Distinct Alterations in Phenotypic and Mutational Subgroups of Myeloproliferative Neoplasms
2023Open Access
Data from Methylome Profiling Reveals Distinct Alterations in Phenotypic and Mutational Subgroups of Myeloproliferative Neoplasms
2023Open Access
Unsupervised machine learning for discovery of promising half-Heusler thermoelectric materials
npj Computational Materials·2022· 82 citedOpen Access
Extensible ProvisioningProtocol (EPP) Domain Name Mapping Extension for Strict Bundling Registration
2021
Y-SPCR: A new dimensionality reduction method for gene expression data classification
2019· 3 cited
Probabilistic Models for Ad Viewability Prediction on the Web
IEEE Transactions on Knowledge and Data Engineering·2017· 17 cited
The rs1550117 A>G variant in DNMT3A gene promoter significantly increases non-small cell lung cancer susceptibility in a Han Chinese population
Oncotarget·2017· 9 citedOpen Access
Latent contextual bandits and their application to personalized recommendations for new users
International Joint Conference on Artificial Intelligence·2016· 8 cited
Latent Contextual Bandits and their Application to Personalized Recommendations for New Users
arXiv (Cornell University)·2016· 22 citedOpen Access
A Survey on Contextual Multi-armed Bandits
arXiv (Cornell University)·2015· 86 citedOpen Access
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Frequent Co-authors

Amit Verma(24), John M. Greally(14), Davendra Sohal(14), Tushar D. Bhagat(13), Yongkai Mo(13), Perry Pahanish(11), Yiting Yu(9), Jacqueline Boultwood(9), Alan F. List(9), Ulrich Steidl(9), Joanna Opalinska(9), Christoph Heuck(8), Andrea Pellagatti(8), Amittha Wickrema(8), Ari Melnick(7), Krishna Gundabolu(6), Simrit Parmar(6), Leonidas C. Platanias(6), Suman Kambhampati(5), Markus Bitzer(5)