Cargando…

Predictive modelling of Parkinson’s disease progression based on RNA-Sequence with densely connected deep recurrent neural networks

The advent of recent high throughput sequencing technologies resulted in unexplored big data of genomics and transcriptomics that might help to answer various research questions in Parkinson’s disease (PD) progression. While the literature has revealed various predictive models that use longitudinal...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ahmed, Siraj, Komeili, Majid, Park, Jeongwon
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9744878/ https://www.ncbi.nlm.nih.gov/pubmed/36509776 http://dx.doi.org/10.1038/s41598-022-25454-1

Ejemplares similares

Densely Connected Neural Networks for Nonlinear Regression
por: Jiang, Chao, et al.
Publicado: (2022)

Deep residual-dense network based on bidirectional recurrent neural network for atrial fibrillation detection
por: Laghari, Asif Ali, et al.
Publicado: (2023)

Deep and Densely Connected Networks for Classification of Diabetic Retinopathy
por: Riaz, Hamza, et al.
Publicado: (2020)

Cerebral Micro-Bleeding Detection Based on Densely Connected Neural Network
por: Wang, Shuihua, et al.
Publicado: (2019)

DCNet: Densely Connected Deep Convolutional Encoder–Decoder Network for Nasopharyngeal Carcinoma Segmentation
por: Li, Yang, et al.
Publicado: (2021)

Predicting Alzheimer’s disease progression using deep recurrent neural networks()
por: Nguyen, Minh, et al.
Publicado: (2020)

DSCNet: Deep Skip Connections-Based Dense Network for ALL Diagnosis Using Peripheral Blood Smear Images
por: Kaur, Manjit, et al.
Publicado: (2023)

A Multi-Scale Densely Connected Convolutional Neural Network for Automated Thyroid Nodule Classification
por: Wang, Luoyan, et al.
Publicado: (2022)

Prediction of RNA-protein sequence and structure binding preferences using deep convolutional and recurrent neural networks
por: Pan, Xiaoyong, et al.
Publicado: (2018)

Prediction of BAP1 Expression in Uveal Melanoma Using Densely-Connected Deep Classification Networks
por: Sun, Muyi, et al.
Publicado: (2019)

DenseNet-II: an improved deep convolutional neural network for melanoma cancer detection
por: Girdhar, Nancy, et al.
Publicado: (2022)

Retraction to using a deep recurrent neural network with EEG signal to detect Parkinson’s disease
por: Xu, Shixiao, et al.
Publicado: (2021)

Multiscale Aggregate Networks with Dense Connections for Crowd Counting
por: Li, Pengfei, et al.
Publicado: (2021)

Dense neural networks for predicting chromatin conformation
por: Farré, Pau, et al.
Publicado: (2018)

Tumor Segmentation in Breast Ultrasound Image by Means of Res Path Combined with Dense Connection Neural Network
por: Yu, Kailuo, et al.
Publicado: (2021)

Joint optic disc and cup segmentation based on densely connected depthwise separable convolution deep network
por: Liu, Bingyan, et al.
Publicado: (2021)

Recurrent connections facilitate symmetry perception in deep networks
por: Sundaram, Shobhita, et al.
Publicado: (2022)

Prediction of mRNA subcellular localization using deep recurrent neural networks
por: Yan, Zichao, et al.
Publicado: (2019)

A Densely Connected Multi-Branch 3D Convolutional Neural Network for Motor Imagery EEG Decoding
por: Liu, Tianjun, et al.
Publicado: (2021)

A novel 1-D densely connected feature selection convolutional neural network for heart sounds classification
por: Zhou, Xin, et al.
Publicado: (2021)

Scaling of temporal correlations in densely connected networks of LIF neurons
por: Manrique, Jesús, et al.
Publicado: (2011)

High-resolution limited-angle phase tomography of dense layered objects using deep neural networks
por: Goy, Alexandre, et al.
Publicado: (2019)

PAM-DenseNet: A Deep Convolutional Neural Network for Computer-Aided COVID-19 Diagnosis
Publicado: (2021)

Dense Convolutional Neural Network for Identification of Raman Spectra
por: Zhou, Wei, et al.
Publicado: (2023)

Coherent chaos in a recurrent neural network with structured connectivity
por: Landau, Itamar Daniel, et al.
Publicado: (2018)

Deep Recurrent Neural Networks for Human Activity Recognition
por: Murad, Abdulmajid, et al.
Publicado: (2017)

Connecting reservoir computing with statistical forecasting and deep neural networks
por: Jaurigue, Lina, et al.
Publicado: (2022)

Detection of DNA base modifications by deep recurrent neural network on Oxford Nanopore sequencing data
por: Liu, Qian, et al.
Publicado: (2019)

DCPNet: A Densely Connected Pyramid Network for Monocular Depth Estimation
por: Lai, Zhitong, et al.
Publicado: (2021)

DMPNet: densely connected multi-scale pyramid networks for crowd counting
por: Li, Pengfei, et al.
Publicado: (2022)

Densely connected convolutional networks-based COVID-19 screening model
por: Singh, Dilbag, et al.
Publicado: (2021)

Attention-Guided Network with Densely Connected Convolution for Skin Lesion Segmentation
por: Tao, Shengxin, et al.
Publicado: (2021)

Densely Connected Networks with Multiple Features for Classifying Sound Signals with Reverberation
por: Chen, Zhuo, et al.
Publicado: (2023)

Supervised Sequence Labelling with Recurrent Neural Networks
por: Graves, Alex
Publicado: (2012)

Network connectivity determines cortical thinning in early Parkinson’s disease progression
por: Yau, Y., et al.
Publicado: (2018)

SIFT-CNN: When Convolutional Neural Networks Meet Dense SIFT Descriptors for Image and Sequence Classification
por: Tsourounis, Dimitrios, et al.
Publicado: (2022)

Altered Neural Network Connectivity Predicts Depression in de novo Parkinson’s Disease
por: Xu, Jianxia, et al.
Publicado: (2022)

Deep Supervised Residual Dense Network for Underwater Image Enhancement
por: Han, Yanling, et al.
Publicado: (2021)

A densely interconnected network for deep learning accelerated MRI
por: Ottesen, Jon André, et al.
Publicado: (2022)

Automated Segmentation of Colorectal Tumor in 3D MRI Using 3D Multiscale Densely Connected Convolutional Neural Network
por: Soomro, Mumtaz Hussain, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_le7h7dklj7h3kfllu5r1ktsgcj