Imagen de Portada

STAID: A Self‐Refining Deep Learning Framework for Spatial Cell‐Type Deconvolution with Biologically Informed Modeling

Fuente: Wiley Open Access

Guardado en:

Detalles Bibliográficos
Autores principales:	Jixin Liu, Shuli Sun, Zhengliang Lv, Xinyu Liu, Yihua Wang, Bingqiang Liu
Formato:	Artículo Open Access
Publicado:	Wiley 2026
Materias:	Advanced Science
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

SURF: A Self‐Supervised Deep Learning Method for Reference‐Free Deconvolution in Spatial Transcriptomics
por: Shuyu Liang, et al.
Publicado: (2025)

SemiLT: A Multianchor Transfer Learning Method for Cross‐Modality Cell Label Annotation from scRNA‐seq to scATAC‐seq
por: Zhitong Chen, et al.
Publicado: (2025)

A Multi‐Omics, Machine Learning‐Aware, Genome‐Wide Metabolic Model of Bacillus Subtilis Refines the Gene Expression and Cell Growth Prediction
por: Xinyu Bi, et al.
Publicado: (2024)

PhosSight: A Unified Deep Learning Framework Boosting and Accelerating Phosphoproteome Identification to Enable Biological Discoveries
por: Ben Wang, et al.
Publicado: (2026)

Inferring Gene Regulatory Networks From Single‐Cell RNA Sequencing Data by Dual‐Role Graph Contrastive Learning
por: Qiyuan Guan, et al.
Publicado: (2025)

Genetic Deconvolution of Embryonic and Maternal Cell‐Free DNA in Spent Culture Medium of Human Preimplantation Embryo Through Deep Learning
por: Zhenyi Zhang, et al.
Publicado: (2025)

Methodologies for Sample Multiplexing and Computational Deconvolution in Single‐Cell Sequencing
por: Yufei Gao, et al.
Publicado: (2025)

A Biologically Informed Vision‐Guided Framework for Interpretable T Cell Receptor–Epitope Binding Prediction
por: Yajing Yuan, et al.
Publicado: (2025)

Interpretable PROTAC Degradation Prediction With Structure‐Informed Deep Ternary Attention Framework
por: Zhenglu Chen, et al.
Publicado: (2025)

Dissecting the Spatial and Single‐Cell Transcriptomic Architecture of Cancer Stem Cell Niche Driving Tumor Progression in Gastric Cancer
por: Guangyu Zhang, et al.
Publicado: (2025)

An Explainable Graph Neural Framework to Identify Cancer‐Associated Intratumoral Microbial Communities
por: Zhaoqian Liu, et al.
Publicado: (2024)

Biomimetic Scaffolds Regulating the Iron Homeostasis for Remolding Infected Osteogenic Microenvironment
por: Mengting Yin, et al.
Publicado: (2024)

CIRI‐Deep Enables Single‐Cell and Spatial Transcriptomic Analysis of Circular RNAs with Deep Learning
por: Zihan Zhou, et al.
Publicado: (2024)

SpaBatch: Deep Learning‐Based Cross‐Slice Integration and 3D Spatial Domain Identification in Spatial Transcriptomics
por: Jinyun Niu, et al.
Publicado: (2025)

Multiscale Dissection of Spatial Heterogeneity by Integrating Multi‐Slice Spatial and Single‐Cell Transcriptomics
por: Yuqi Chen, et al.
Publicado: (2025)

Regioisomeric Effects on Enhancing p ‐Type Characteristics of Self‐Assembled Molecules in Inverted Perovskite Solar Cells
por: Myeong‐Ho Hong, et al.
Publicado: (2026)

A Microbial Lipid‐ATP Synthase Axis Fuels NK Cell Antitumor Activity
por: Kaiyuan Yu, et al.
Publicado: (2026)

S3RL: Enhancing Spatial Single‐Cell Transcriptomics With Separable Representation Learning
por: Laiyi Fu, et al.
Publicado: (2026)

Fabrication of Site‐Specific 3D Structures via Macroscopic Supramolecular Assembly for Spatially Controlled Alignment of Multiple Cells
por: Yuchen Liu, et al.
Publicado: (2025)

UniMap: Type‐Level Integration Enhances Biological Preservation and Interpretability in Single‐Cell Annotation
por: Haitao Hu, et al.
Publicado: (2025)

DeepCCDS: Interpretable Deep Learning Framework for Predicting Cancer Cell Drug Sensitivity through Characterizing Cancer Driver Signals
por: Jiashuo Wu, et al.
Publicado: (2025)

Type 2 Diabetes‐Associated Phenylacetylglutamine Induces Deleterious Inflammation Cycle in Myeloid Cells through β 2 Adrenergic Receptors and Impedes Wound Healing
por: Lu Huang, et al.
Publicado: (2025)

Behavior‐ and Cell Type‐Specific Cortico‐Striatal Decoupling in a Parkinson's Disease‐Like Mouse Model
por: Xu‐Ran Yao, et al.
Publicado: (2025)

Single‐Cell Dissection of the Biological Function and Molecular Features Underlying the Micropeptide LSMEM1 in Kidney
por: Peimin Liu, et al.
Publicado: (2025)

Spatial and Single‐Cell Transcriptomics Unraveled Spatial Evolution of Papillary Thyroid Cancer
por: Guangzhe Zheng, et al.
Publicado: (2024)

Reprogramming of the Aurantinin Polyketide Assembly Line to Synthesize Auritriacids by Excising an Atypical Enoyl‐CoA Hydratase Domain
por: Dacheng Wang, et al.
Publicado: (2024)

ChromNet: A Multi‐Task Learning Framework for Cross‐Cell Type Prediction of 3D Chromatin Interactions Using Epigenetic Signals
por: Bin Wang, et al.
Publicado: (2025)

Cell Identity and Spatial Distribution of PD‐1/PD‐L1 Blockade Responders
por: Xintong Li, et al.
Publicado: (2024)

IRF8 Drives Conventional Type 1 Dendritic Cell Differentiation and CD8 + T Cell Activation to Aggravate Abdominal Aortic Aneurysm Development
por: Zhen Yuan, et al.
Publicado: (2025)

Injectable Genetic Engineering Hydrogel for Promoting Spatial Tolerance of Transplanted Kidney in Situ
por: Jinwen Lin, et al.
Publicado: (2024)

Reshaping Phosphatase Substrate Preference for Controlled Biosynthesis Using a “Design–Build–Test–Learn” Framework
por: Jiangong Lu, et al.
Publicado: (2024)

HiST: Histological Images Reconstruct Tumor Spatial Transcriptomics via MultiScale Fusion Deep Learning
por: Wei Li, et al.
Publicado: (2026)

Integrating Single‐Cell and Spatial Transcriptomics Reveals Heterogeneity of Early Pig Skin Development and a Subpopulation with Hair Placode Formation
por: Yi Wang, et al.
Publicado: (2024)

Single‐Cell RNA Sequencing of Human Lung Tissues Reveals Metallothionein‐Positive T Cells as a Novel Potential Marker of Susceptibility to Chronic Obstructive Pulmonary Disease
por: Zengqing Liu, et al.
Publicado: (2026)

A Genetically Engineered Biomimetic Nanodecoy for the Treatment of Liver Fibrosis
por: Yang Du, et al.
Publicado: (2024)

Reconstructing Molecular Networks by Causal Diffusion Do‐Calculus Analysis with Deep Learning
por: Jiachen Wang, et al.
Publicado: (2024)

Fast Pure Shift NMR Spectroscopy Using Attention‐Assisted Deep Neural Network
por: Haolin Zhan, et al.
Publicado: (2024)

De Novo Design and Directed Evolution Refinement of Mirror‐Image Protein Binders Targeting Interleukin‐4
por: Liqing Xu, et al.
Publicado: (2026)

In Situ Engineering of Tumor Cells as Self‐Sustaining cDC1 Programming Factories for Effective Cancer Immunotherapy
por: Shuiling Jin, et al.
Publicado: (2025)

A Systematic Computational Framework for Practical Identifiability Analysis in Mathematical Models Arising from Biology
por: Shun Wang, et al.
Publicado: (2025)