Research graph
References from A mixture of attention experts-embedded flow-based generative model to create synthetic cells in single-cell RNA-Seq datasets. Local targets link to admitted publications; unresolved targets remain external evidence.
Analysis of Single-Cell RNA-Seq Identifies Cell-Cell Communication Associated with Tumor Characteristics
10.1016/j.celrep.2018.10.047 · 2018 · External reference
Dictionary learning for integrative, multimodal and scalable single-cell analysis
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Orchestrating single-cell analysis with Bioconductor
10.1038/s41592-019-0654-x · 2020 · External reference
A Single-Cell Transcriptomic Map of the Human and Mouse Pancreas Reveals Inter- and Intra-cell Population Structure
2016 · External reference
A Single-Cell Transcriptome Atlas of the Human Pancreas
2016 · External reference
Single-Cell Transcriptome Profiling of Human Pancreatic Islets in Health and Type 2 Diabetes
10.1016/j.cmet.2016.08.020 · 2016 · External reference
scSID: A lightweight algorithm for identifying rare cell types by capturing differential expression from single-cell sequencing data
10.1016/j.csbj.2023.12.043 · 2024 · External reference
On oversampling imbalanced data with deep conditional generative models
10.1016/j.eswa.2020.114463 · 2021 · External reference
scVAE: variational auto-encoders for single-cell gene expression data
10.1093/bioinformatics/btaa293 · 2020 · External reference
siVAE: interpretable deep generative models for single-cell transcriptomes
10.1186/s13059-023-02850-y · 2023 · External reference
Realistic in silico generation and augmentation of single-cell RNA-seq data using generative adversarial networks
10.1038/s41467-019-14018-z · 2020 · External reference
MichiGAN: sampling from disentangled representations of single-cell data using generative adversarial networks
10.1186/s13059-021-02373-4 · 2021 · External reference
Activa: realistic single-cell RNA-seq generation with automatic cell-type identification using introspective variational autoencoders
10.1093/bioinformatics/btac095 · 2022 · External reference
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Benchmarking atlas-level data integration in single-cell genomics
10.1038/s41592-021-01336-8 · 2022 · External reference
Massively parallel digital transcriptional profiling of single cells
10.1038/ncomms14049 · 2017 · External reference
Identification of new marker genes from plant single-cell RNA-seq data using interpretable machine learning methods
10.1111/nph.18053 · 2022 · External reference
Single-cell RNA transcriptome reveals the intra-tumoral heterogeneity and regulators underlying tumor progression in metastatic pancreatic ductal adenocarcinoma
10.1038/s41420-021-00663-1 · 2021 · External reference
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The DisGeNET knowledge platform for disease genomics: 2019 update
2020 · External reference
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The GeneCards Suite
10.1007/978-981-16-5812-9_2 · 2021 · External reference
Integrated transcriptome meta-analysis of pancreatic ductal adenocarcinoma and matched adjacent pancreatic tissues
10.7717/peerj.10141 · 2020 · External reference
Acceleration of pancreatic tumorigenesis under immunosuppressive microenvironment induced by Reg3g overexpression
2017 · External reference
Innate Immunity and Platelets: Unveiling Their Role in Chronic Pancreatitis and Pancreatic Cancer
10.3390/cancers17101689 · 2025 · External reference
Cystic fibrosis transmembrane conductance regulator (CFTR) gene mutations and risk for pancreatic adenocarcinoma
10.1002/cncr.24697 · 2010 · External reference
S100A14 promotes progression and gemcitabine resistance in pancreatic cancer
10.1016/j.pan.2021.01.011 · 2021 · External reference
Vascular endothelial growth factor, FLT-1, and FLK-1 analysis in a pancreatic cancer tissue microarray
10.1002/cncr.21783 · 2006 · External reference
The role of PLVAP in endothelial cells
10.1007/s00441-023-03741-1 · 2023 · External reference
Single-Cell Meta-Analysis Uncovers the Pancreatic Endothelial Cell Transcriptomic Signature and Reveals a Key Role for NKX2-3 in PLVAP Expression
10.1161/atvbaha.124.321781 · 2024 · External reference
Ghrelin and cancer progression
10.1016/j.bbcan.2017.02.002 · 2017 · External reference
Trefoil factor(s) and CA19.9: A promising panel for early detection of pancreatic cancer
10.1016/j.ebiom.2019.03.056 · 2019 · External reference
Investigation of the relationship between COVID-19 and pancreatic cancer using bioinformatics and systems biology approaches
10.1097/md.0000000000039057 · 2024 · External reference
The Role of Inherited Pathogenic CDKN2A Variants in Susceptibility to Pancreatic Cancer
10.1097/mpa.0000000000001888 · 2021 · External reference
Immunosuppressive CD14+HLA-DRlo/neg monocytes are elevated in pancreatic cancer and “primed” by tumor-derived exosomes
10.1080/2162402x.2016.1252013 · 2016 · External reference
Molecular signatures of tumor progression in pancreatic adenocarcinoma identified by energy metabolism characteristics
10.1186/s12885-022-09487-3 · 2022 · External reference
Comparison of tumour and serum specific microRNA changes dissecting their role in pancreatic ductal adenocarcinoma: a meta-analysis
10.1186/s12885-019-6380-z · 2019 · External reference
IL24 and its Receptors Regulate Growth and Migration of Pancreatic Cancer Cells and Are Potential Biomarkers for IL24 Molecular Therapy
2016 · External reference
GAP-43 targeted indocyanine green-loaded near-infrared fluorescent probe for real-time mapping of perineural invasion lesions in pancreatic cancer in vivo
10.1016/j.nano.2023.102671 · 2023 · External reference
Refining colorectal cancer classification and clinical stratification through a single-cell atlas
10.1186/s13059-022-02677-z · 2022 · External reference
Single-cell analyzing of tumor microenvironment and cell adhesion between early and late-stage lung cancer
10.1016/j.molimm.2024.04.013 · 2024 · External reference
RNA Sequencing of Single Human Islet Cells Reveals Type 2 Diabetes Genes
10.1016/j.cmet.2016.08.018 · 2016 · External reference
Pancreatic cancer epidemiology: understanding the role of lifestyle and inherited risk factors
10.1038/s41575-021-00457-x · 2021 · External reference
Pancreatic Cancer Surveillance and Survival of High-Risk Individuals
10.1001/jamaoncol.2024.1930 · 2024 · External reference
Gene Expression Omnibus: NCBI gene expression and hybridization array data repository
10.1093/nar/30.1.207 · 2002 · External reference
A benchmark of batch-effect correction methods for single-cell RNA sequencing data
10.1186/s13059-019-1850-9 · 2020 · External reference
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Principal Component Analysis for Special Types of Data
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2020 · External reference
10.1109/dsaa.2016.49
10.1109/dsaa.2016.49 · External reference
Generative Adversarial Networks: An Overview
10.1109/msp.2017.2765202 · 2018 · External reference
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2020 · External reference
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Random Forest Modelling of High-Dimensional Mixed-Type Data for Breast Cancer Classification
10.3390/cancers13050991 · 2021 · External reference
SciPy 1.0: fundamental algorithms for scientific computing in Python
10.1038/s41592-019-0686-2 · 2020 · External reference
Learning single-cell perturbation responses using neural optimal transport
10.1038/s41592-023-01969-x · 2023 · External reference
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The expression characteristics of transmembrane protein genes in pancreatic ductal adenocarcinoma through comprehensive analysis of bulk and single-cell RNA sequence
10.3389/fonc.2023.1047377 · 2023 · External reference
Targeting the dynamic transcriptional landscape of Treg subpopulations in pancreatic ductal adenocarcinoma: Insights from single-cell RNA sequencing analysis with a focus on CTLA4 and TIGIT
10.1016/j.imbio.2024.152822 · 2024 · External reference
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