Cargando…

Convolutional networks for supervised mining of molecular patterns within cellular context

Cryo-electron tomograms capture a wealth of structural information on the molecular constituents of cells and tissues. We present DeePiCt (deep picker in context), an open-source deep-learning framework for supervised segmentation and macromolecular complex localization in cryo-electron tomography....

Descripción completa

Detalles Bibliográficos
Autores principales:	de Teresa-Trueba, Irene, Goetz, Sara K., Mattausch, Alexander, Stojanovska, Frosina, Zimmerli, Christian E., Toro-Nahuelpan, Mauricio, Cheng, Dorothy W. C., Tollervey, Fergus, Pape, Constantin, Beck, Martin, Diz-Muñoz, Alba, Kreshuk, Anna, Mahamid, Julia, Zaugg, Judith B.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group US 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911354/ https://www.ncbi.nlm.nih.gov/pubmed/36690741 http://dx.doi.org/10.1038/s41592-022-01746-2

Ejemplares similares

Tailoring cryo-electron microscopy grids by photo-micropatterning for in-cell structural studies
por: Toro-Nahuelpan, Mauricio, et al.
Publicado: (2020)

Supervised descriptive pattern mining
por: Ventura, Sebastián, et al.
Publicado: (2018)

Stress fibers are embedded in a contractile cortical network
por: Vignaud, Timothée, et al.
Publicado: (2021)

Weakly-supervised convolutional neural networks for multimodal image registration
por: Hu, Yipeng, et al.
Publicado: (2018)

Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders
por: Kucharski, Dariusz, et al.
Publicado: (2020)

Brain CT registration using hybrid supervised convolutional neural network
por: Yuan, Hongmei, et al.
Publicado: (2021)

Application of Wearable Computer and ASR Technology in an Underground Mine to Support Mine Supervision of the Heavy Machinery Chamber
por: Stefaniak, Paweł, et al.
Publicado: (2022)

Functions of the right DLPFC and right TPJ in proposers and responders in the ultimatum game
por: Speitel, Constantin, et al.
Publicado: (2019)

Supervised Health Stage Prediction Using Convolutional Neural Networks for Bearing Wear
por: Suh, Sungho, et al.
Publicado: (2020)

Weakly Supervised Video Anomaly Detection Based on 3D Convolution and LSTM
por: Ma, Zhen, et al.
Publicado: (2021)

Self-supervised learning and prediction of microstructure evolution with convolutional recurrent neural networks
por: Yang, Kaiqi, et al.
Publicado: (2021)

Weakly-supervised convolutional neural networks of renal tumor segmentation in abdominal CTA images
por: Yang, Guanyu, et al.
Publicado: (2020)

Chemical toxicity prediction based on semi-supervised learning and graph convolutional neural network
por: Chen, Jiarui, et al.
Publicado: (2021)

Supervised breast cancer prediction using integrated dimensionality reduction convolutional neural network
por: Xu, HuanQing, et al.
Publicado: (2023)

PhyGCN: Pre-trained Hypergraph Convolutional Neural Networks with Self-supervised Learning
por: Deng, Yihe, et al.
Publicado: (2023)

Twitter mining using semi-supervised classification for relevance filtering in syndromic surveillance
por: Edo-Osagie, Oduwa, et al.
Publicado: (2019)

Supervised chemical graph mining improves drug-induced liver injury prediction
por: Lim, Sangsoo, et al.
Publicado: (2022)

The Polar Organizing Protein PopZ Is Fundamental for Proper Cell Division and Segregation of Cellular Content in Magnetospirillum gryphiswaldense
por: Pfeiffer, Daniel, et al.
Publicado: (2019)

Ringer: Systematic Mining of Malicious Domains by Dynamic Graph Convolutional Network
por: Liu, Zhicheng, et al.
Publicado: (2020)

Sports Training System Based on Convolutional Neural Networks and Data Mining
por: Zhang, Yuwang, et al.
Publicado: (2021)

Automatic Mitochondria Segmentation for EM Data Using a 3D Supervised Convolutional Network
por: Xiao, Chi, et al.
Publicado: (2018)

Road Surface Damage Detection Using Fully Convolutional Neural Networks and Semi-Supervised Learning
por: Chun, Chanjun, et al.
Publicado: (2019)

An Intelligent Fault Diagnosis Based on Adversarial Generating Module and Semi-supervised Convolutional Neural Network
por: Ye, Qing, et al.
Publicado: (2022)

Gait Recognition Method of Underground Coal Mine Personnel Based on Densely Connected Convolution Network and Stacked Convolutional Autoencoder
por: Liu, Xiaoyang, et al.
Publicado: (2020)

Literature mining of protein-residue associations with graph rules learned through distant supervision
por: Ravikumar, KE, et al.
Publicado: (2012)

A disease-related gene mining method based on weakly supervised learning model
por: Zhang, Han, et al.
Publicado: (2019)

Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning
por: Yao, Tianyuan, et al.
Publicado: (2022)

The in vivo mechanics of the magnetotactic backbone as revealed by correlative FLIM-FRET and STED microscopy
por: Günther, Erika, et al.
Publicado: (2019)

A hybrid attention and dilated convolution framework for entity and relation extraction and mining
por: Shan, Yuxiang, et al.
Publicado: (2023)

Retracted: Sports Training System Based on Convolutional Neural Networks and Data Mining
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Inferring Disease-Associated MicroRNAs Using Semi-supervised Multi-Label Graph Convolutional Networks
por: Pan, Xiaoyong, et al.
Publicado: (2019)

Utilizing Entity-Based Gated Convolution and Multilevel Sentence Attention to Improve Distantly Supervised Relation Extraction
por: Yi, Qian, et al.
Publicado: (2021)

A Semi-Supervised Graph Convolutional Network for Early Prediction of Motor Abnormalities in Very Preterm Infants
por: Li, Hailong, et al.
Publicado: (2023)

High-throughput cryo-ET structural pattern mining by unsupervised deep iterative subtomogram clustering
por: Zeng, Xiangrui, et al.
Publicado: (2023)

EMOVA: A Semi-supervised End-to-End Moving-Window Attentive Framework for Aspect Mining
por: Li, Ning, et al.
Publicado: (2020)

A supervised diagnostic experiment of resistance variable multifault locations in a mine ventilation system
por: Wang, Dong, et al.
Publicado: (2023)

La supervisión en el trabajo social: método para formación de estudiantes y desarrollo del staff
por: Pettes, Dorothy E.
Publicado: (1974)

Segregation of prokaryotic magnetosomes organelles is driven by treadmilling of a dynamic actin-like MamK filament
por: Toro-Nahuelpan, Mauricio, et al.
Publicado: (2016)

Multi-channel Image Registration of Cardiac MR Using Supervised Feature Learning with Convolutional Encoder-Decoder Network
por: Lu, Xuesong, et al.
Publicado: (2020)

Deep semi-supervised learning for automatic segmentation of inferior alveolar nerve using a convolutional neural network
por: Lim, Ho-Kyung, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_ouvc7v6l6ocgdttlj88r2rbm8g