Cargando…

Single-cell assignment using multiple-adversarial domain adaptation network with large-scale references

The rapid accumulation of single-cell RNA-seq data has provided rich resources to characterize various human cell populations. However, achieving accurate cell-type annotation using public references presents challenges due to inconsistent annotations, batch effects, and rare cell types. Here, we in...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ren, Pengfei, Shi, Xiaoying, Yu, Zhiguang, Dong, Xin, Ding, Xuanxin, Wang, Jin, Sun, Liangdong, Yan, Yilv, Hu, Junjie, Zhang, Peng, Chen, Qianming, Zhang, Jing, Li, Taiwen, Wang, Chenfei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545911/ https://www.ncbi.nlm.nih.gov/pubmed/37751689 http://dx.doi.org/10.1016/j.crmeth.2023.100577

Ejemplares similares

HUSCH: an integrated single-cell transcriptome atlas for human tissue gene expression visualization and analyses
por: Shi, Xiaoying, et al.
Publicado: (2022)

TISCH: a comprehensive web resource enabling interactive single-cell transcriptome visualization of tumor microenvironment
por: Sun, Dongqing, et al.
Publicado: (2020)

Semi-supervised adversarial discriminative domain adaptation
por: Nguyen, Thai-Vu, et al.
Publicado: (2022)

Simultaneously Improve Transferability and Discriminability for Adversarial Domain Adaptation
por: Xiao, Ting, et al.
Publicado: (2021)

Adversarial and Random Transformations for Robust Domain Adaptation and Generalization
por: Xiao, Liang, et al.
Publicado: (2023)

Identification of an Individualized Metabolism Prognostic Signature and Related Therapy Regimens in Early Stage Lung Adenocarcinoma
por: Hu, Junjie, et al.
Publicado: (2021)

Triplet Loss Guided Adversarial Domain Adaptation for Bearing Fault Diagnosis
por: Wang, Xiaodong, et al.
Publicado: (2020)

Partial Domain Adaptation for Relation Extraction Based on Adversarial Learning
por: Cao, Xiaofei, et al.
Publicado: (2020)

Domain Adaptation for Imitation Learning Using Generative Adversarial Network
por: Nguyen Duc, Tho, et al.
Publicado: (2021)

Cystoscopic depth estimation using gated adversarial domain adaptation
por: Somers, Peter, et al.
Publicado: (2023)

Unsupervised Domain Adaptation for Facial Expression Recognition Using Generative Adversarial Networks
por: Wang, Xiaoqing, et al.
Publicado: (2018)

Conditional Adversarial Domain Adaptation Neural Network for Motor Imagery EEG Decoding
por: Tang, Xingliang, et al.
Publicado: (2020)

AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences
por: Zhang, Tianran, et al.
Publicado: (2022)

Inferring RNA-binding protein target preferences using adversarial domain adaptation
por: Liu, Ying, et al.
Publicado: (2022)

Wasserstein Uncertainty Estimation for Adversarial Domain Matching
por: Wang, Rui, et al.
Publicado: (2022)

Cross-Machine Fault Diagnosis with Semi-Supervised Discriminative Adversarial Domain Adaptation
por: Wang, Xiaodong, et al.
Publicado: (2020)

FEM Simulation-Based Adversarial Domain Adaptation for Fatigue Crack Detection Using Lamb Wave
por: Wang, Li, et al.
Publicado: (2023)

Genomic scale sub-family assignment of protein domains
por: Gough, Julian
Publicado: (2006)

Image Translation by Domain-Adversarial Training
por: Li, Zhuorong, et al.
Publicado: (2018)

Deploying deep learning models on unseen medical imaging using adversarial domain adaptation
por: Valliani, Aly A., et al.
Publicado: (2022)

Dual adversarial models with cross-coordination consistency constraint for domain adaption in brain tumor segmentation
por: Qin, Chuanbo, et al.
Publicado: (2023)

Implicit domain adaptation with conditional generative adversarial networks for depth prediction in endoscopy
por: Rau, Anita, et al.
Publicado: (2019)

A Deep-Learning Approach to ECG Classification Based on Adversarial Domain Adaptation
por: Niu, Lisha, et al.
Publicado: (2020)

Fair classification via domain adaptation: A dual adversarial learning approach
por: Liang, Yueqing, et al.
Publicado: (2023)

Generative Adversarial Domain Adaptation for Nucleus Quantification in Images of Tissue Immunohistochemically Stained for Ki-67
por: Zhang, Xuhong, et al.
Publicado: (2020)

Multi-Representation Domain Adaptation Network with Duplex Adversarial Learning for Hot-Rolling Mill Fault Diagnosis
por: Peng, Rongrong, et al.
Publicado: (2022)

Domain Adaptive Hand Pose Estimation Based on Self-Looping Adversarial Training Strategy
por: Jin, Rui, et al.
Publicado: (2022)

Integrating multiple references for single-cell assignment
por: Duan, Bin, et al.
Publicado: (2021)

BioADAPT-MRC: adversarial learning-based domain adaptation improves biomedical machine reading comprehension task
por: Mahbub, Maria, et al.
Publicado: (2022)

Large-scale assignment of orthology: back to phylogenetics?
por: Gabaldón, Toni
Publicado: (2008)

Accurate method for value assignment of carcinoembryonic antigen reference materials
por: Zhang, Rui, et al.
Publicado: (2023)

Adaptive divergence for rapid adversarial optimization
por: Borisyak, Maxim, et al.
Publicado: (2020)

Identification of Hadronic Tau Lepton Decays with Domain Adaptation using Adversarial Machine Learning at CMS
por: Russell, Lucas
Publicado: (28/0)

Semi-supervised Adversarial Domain Adaptation for Seagrass Detection Using Multispectral Images in Coastal Areas
por: Islam, Kazi Aminul, et al.
Publicado: (2020)

Cross-Sensory EEG Emotion Recognition with Filter Bank Riemannian Feature and Adversarial Domain Adaptation
por: Gao, Chenguang, et al.
Publicado: (2023)

Comparative profiling of single-cell transcriptome reveals heterogeneity of tumor microenvironment between solid and acinar lung adenocarcinoma
por: Li, Dianke, et al.
Publicado: (2022)

Tumor microenvironment remodeling after neoadjuvant immunotherapy in non-small cell lung cancer revealed by single-cell RNA sequencing
por: Hu, Junjie, et al.
Publicado: (2023)

A Novel Joint Adversarial Domain Adaptation Method for Rotary Machine Fault Diagnosis under Different Working Conditions
por: Zhao, Xiaoping, et al.
Publicado: (2022)

Recursive bit assignment with neural reference adaptive step (RNA) MPPT algorithm for photovoltaic system
por: Hegazy, Eman, et al.
Publicado: (2023)

Adversarial Networks for Scale Feature-Attention Spectral Image Reconstruction from a Single RGB
por: Liu, Pengfei, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_a3t79b1hkt3l2636vt9u0rf7rc