Cargando…

Deep learning-based predictive identification of neural stem cell differentiation

The differentiation of neural stem cells (NSCs) into neurons is proposed to be critical in devising potential cell-based therapeutic strategies for central nervous system (CNS) diseases, however, the determination and prediction of differentiation is complex and not yet clearly established, especial...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhu, Yanjing, Huang, Ruiqi, Wu, Zhourui, Song, Simin, Cheng, Liming, Zhu, Rongrong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8110743/ https://www.ncbi.nlm.nih.gov/pubmed/33972525 http://dx.doi.org/10.1038/s41467-021-22758-0

Ejemplares similares

DeepScreen: An Accurate, Rapid, and Anti‐Interference Screening Approach for Nanoformulated Medication by Deep Learning
por: Zhu, Yanjing, et al.
Publicado: (2018)

Size-Dependent Effects of Suspended Graphene Oxide Nanoparticles on the Cellular Fate of Mouse Neural Stem Cells
por: Lin, Lijuan, et al.
Publicado: (2020)

Neurogenesis potential of oligodendrocyte precursor cells from oligospheres and injured spinal cord
por: Zhao, Qing, et al.
Publicado: (2022)

Deep Learning Neural Networks Highly Predict Very Early Onset of Pluripotent Stem Cell Differentiation
por: Waisman, Ariel, et al.
Publicado: (2019)

Neuroprotective Effects of Human Umbilical Cord-Derived Mesenchymal Stem Cells From Different Donors on Spinal Cord Injury in Mice
por: Zhu, Xu, et al.
Publicado: (2022)

EVs-mediated delivery of CB2 receptor agonist for Alzheimer's disease therapy
por: Zhu, Yanjing, et al.
Publicado: (2023)

MgFe‐LDH Nanoparticles: A Promising Leukemia Inhibitory Factor Replacement for Self‐Renewal and Pluripotency Maintenance in Cultured Mouse Embryonic Stem Cells
por: He, Xiaolie, et al.
Publicado: (2021)

A mouse model of complete-crush transection spinal cord injury made by two operations
por: Li, Chen, et al.
Publicado: (2020)

EMDLP: Ensemble multiscale deep learning model for RNA methylation site prediction
por: Wang, Honglei, et al.
Publicado: (2022)

Reduced non-CpG methylation is a potential epigenetic target after spinal cord injury
por: Wu, Zhourui, et al.
Publicado: (2023)

Delta-secretase triggers Alzheimer’s disease pathologies in wild-type hAPP/hMAPT double transgenic mice
por: Wu, Zhourui, et al.
Publicado: (2020)

Neural Stochastic Differential Equations with Neural Processes Family Members for Uncertainty Estimation in Deep Learning
por: Wang, Yongguang, et al.
Publicado: (2021)

Morphology-Based Deep Learning Approach for Predicting Osteogenic Differentiation
por: Lan, Yiqing, et al.
Publicado: (2022)

Neural networks and deep learning
por: Géron, Aurélien
Publicado: (2018)

Identification and Characterisation of the Early Differentiating Cells in Neural Differentiation of Human Embryonic Stem Cells
por: Noisa, Parinya, et al.
Publicado: (2012)

Identification of differentially expressed non-coding RNAs in embryonic stem cell neural differentiation
por: Skreka, Konstantinia, et al.
Publicado: (2012)

Identification of differentially expressed non-coding RNAs in embryonic stem cell neural differentiation
por: Skreka, Konstantinia, et al.
Publicado: (2012)

Ion elemental-optimized layered double hydroxide nanoparticles promote chondrogenic differentiation and intervertebral disc regeneration of mesenchymal stem cells through focal adhesion signaling pathway
por: Wang, Zhaojie, et al.
Publicado: (2022)

Deep learning predicts the differentiation of kidney organoids derived from human induced pluripotent stem cells
por: Park, Keonhyeok, et al.
Publicado: (2023)

DeepVelo: Single-cell transcriptomic deep velocity field learning with neural ordinary differential equations
por: Chen, Zhanlin, et al.
Publicado: (2022)

A deep learning-based method for drug-target interaction prediction based on long short-term memory neural network
por: Wang, Yan-Bin, et al.
Publicado: (2020)

Graph Embedding Deep Learning Guides Microbial Biomarkers' Identification
por: Zhu, Qiang, et al.
Publicado: (2019)

Frost prediction using machine learning and deep neural network models
por: Talsma, Carl J., et al.
Publicado: (2023)

Cytokines Induce Monkey Neural Stem Cell Differentiation through Notch Signaling
por: Wang, Min, et al.
Publicado: (2020)

Deep Learning for Microfluidic-Assisted Caenorhabditis elegans Multi-Parameter Identification Using YOLOv7
por: Zhang, Jie, et al.
Publicado: (2023)

Predicting length of stay ranges by using novel deep neural networks
por: Zou, Hong, et al.
Publicado: (2023)

Meta-neural-network for real-time and passive deep-learning-based object recognition
por: Weng, Jingkai, et al.
Publicado: (2020)

Non-Deep Active Learning for Deep Neural Networks
por: Kawano, Yasufumi, et al.
Publicado: (2022)

Landslide Susceptibility Prediction Modeling Based on Remote Sensing and a Novel Deep Learning Algorithm of a Cascade-Parallel Recurrent Neural Network
por: Zhu, Li, et al.
Publicado: (2020)

Intelligent Identification of Jute Pests Based on Transfer Learning and Deep Convolutional Neural Networks
por: Sourav, Md Sakib Ullah, et al.
Publicado: (2022)

Low-intensity pulsed ultrasound promotes mesenchymal stem cell transplantation-based articular cartilage regeneration via inhibiting the TNF signaling pathway
por: Chen, Yiming, et al.
Publicado: (2023)

Pseudotargeted Metabolomic Fingerprinting and Deep Learning for Identification and Visualization of Common Pathogens
por: Feng, Ying, et al.
Publicado: (2022)

The Application of Deep Learning in Cancer Prognosis Prediction
por: Zhu, Wan, et al.
Publicado: (2020)

Corrigendum: Graph Embedding Deep Learning Guides Microbial Biomarkers' Identification
por: Zhu, Qiang, et al.
Publicado: (2020)

Deep‐learning artificial intelligence analysis of clinical variables predicts mortality in COVID‐19 patients
por: Zhu, Jocelyn S, et al.
Publicado: (2020)

Performance of Deep Transfer Learning for Detecting Abnormal Fundus Images
por: Yu, Yan, et al.
Publicado: (2020)

Machine Learning and Deep Neural Networks
por: Fidalgo Rodriguez, Guillermo Antonio
Publicado: (2018)

Deep learning for predicting COVID-19 malignant progression
por: Fang, Cong, et al.
Publicado: (2021)

Effects of neurotrophin-3 on the differentiation of neural stem cells into neurons and oligodendrocytes
por: Zhu, Guowei, et al.
Publicado: (2012)

Predicting early postoperative PONV using multiple machine-learning- and deep-learning-algorithms
por: Zhou, Cheng-Mao, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_tmqreg3vdlt82sbpk3otdsu199